Tajana Rosing

According to our database, Tajana Rosing authored at least 367 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Abakus: Accelerating <i>k</i>-mer Counting with Storage Technology.

Lingxi Wu, Minxuan Zhou, Weihong Xu, Ashish Venkat, Tajana Rosing, Kevin Skadron

ACM Trans. Archit. Code Optim., March, 2024

Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing.

Fatemeh Asgarinejad, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli

Sensors, February, 2024

Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing.

Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Rosing

CoRR, 2024

Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts.

Xiaofan Yu, Tajana Rosing, Yunhui Guo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks.

Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Testing and Enhancing Adversarial Robustness of Hyperdimensional Computing.

Dongning Ma, Tajana Simunic Rosing, Xun Jiao

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

RAPIDx: High-Performance ReRAM Processing In-Memory Accelerator for Sequence Alignment.

Weihong Xu, Saransh Gupta, Niema Moshiri, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2023

Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks.

Xiaofan Yu, Kazim Ergun, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing

IEEE Trans. Netw. Serv. Manag., March, 2023

Dynamic Reliability Management of Multigateway IoT Edge Computing Systems.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Simunic Rosing

IEEE Internet Things J., March, 2023

M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities.

Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza

IEEE J. Biomed. Health Informatics, 2023

Federated Hyperdimensional Computing.

Kazim Ergun, Rishikanth Chandrasekaran, Tajana Rosing

CoRR, 2023

Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND.

Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing

CoRR, 2023

FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption.

Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing

CoRR, 2023

SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering.

Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing

CoRR, 2023

Mem-Rec: Memory Efficient Recommendation System using Alternative Representation.

Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi Iyer

CoRR, 2023

HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations.

Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing

CoRR, 2023

DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics.

Onat Güngör, Tajana Rosing, Baris Aksanli

CoRR, 2023

Multi-Label Classification With Hyperdimensional Representations.

Rishikanth Chandrasekaran, Fatemeh Asgareinjad, Justin Morris, Tajana Rosing

IEEE Access, 2023

Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems.

Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the International Conference on Smart Applications, 2023

EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices.

Alexander Redding, Xiaofan Yu, Shengfan Hu, Pat Pannuto, Tajana Rosing

Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society, 2023

An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search.

Po-Kai Hsu, Weihong Xu, Tajana Rosing, Shimeng Yu

Proceedings of the International Symposium on Memory Systems, 2023

HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs.

Tinaqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing.

Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing.

Quanling Zhao, Xiaofan Yu, Tajana Rosing

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks.

Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract).

Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning.

Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification.

Dancheng Liu, Kazim Ergun, Tajana Simunic Rosing

Proceedings of the IEEE International Conference on Acoustics, 2023

OverlaPIM: Overlap Optimization for Processing In-Memory Neural Network Acceleration.

Minxuan Zhou, Xuan Wang, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing.

Weihong Xu, Jaeyoung Kang, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing.

Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge.

Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

GenoMiX: Accelerated Simultaneous Analysis of Human Genomics, Microbiome Metagenomics, and Viral Sequences.

Tianqi Zhang, Antonio González, Niema Moshiri, Rob Knight, Tajana Rosing

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022

HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System.

Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Simunic

ACM Trans. Embed. Comput. Syst., November, 2022

NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD.

Sahand Salamat, Hui Zhang, Yang-Seok Ki, Tajana Rosing

ACM Trans. Reconfigurable Technol. Syst., 2022

Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy.

Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing

ACM Trans. Embed. Comput. Syst., 2022

Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing.

Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

OpenHD: A GPU-Powered Framework for Hyperdimensional Computing.

Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim

IEEE Trans. Computers, 2022

Trajectory Planning and Optimization for Minimizing Uncertainty in Persistent Monitoring Applications.

Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing

J. Intell. Robotic Syst., 2022

COSMO: Computing with Stochastic Numbers in Memory.

Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, Jaeyoung Kang, Yeseong Kim, Tajana Simunic Rosing

ACM J. Emerg. Technol. Comput. Syst., 2022

DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices.

Onat Güngör, Tajana Rosing, Baris Aksanli

IEEE Internet Things J., 2022

Streaming Encoding Algorithms for Scalable Hyperdimensional Computing.

Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing

CoRR, 2022

MemFHE: End-to-End Computing with Fully Homomorphic Encryption in Memory.

Saransh Gupta, Rosario Cammarota, Tajana Rosing

CoRR, 2022

RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing.

Onat Güngör, Tajana Rosing, Baris Aksanli

CoRR, 2022

STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance.

Onat Güngör, Tajana Rosing, Baris Aksanli

Comput. Ind., 2022

Reinforcement learning based reliability-aware routing in IoT networks.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing

Ad Hoc Networks, 2022

ns3-fl: Simulating Federated Learning with ns-3.

Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing

Proceedings of the WNS3 2022: 2022 Workshop on ns-3, Virtual Event, USA, June 22, 2022

Self-Train: Self-Supervised On-Device Training for Post-Deployment Adaptation.

Jinhao Liu, Xiaofan Yu, Tajana Rosing

Proceedings of the IEEE International Conference on Smart Internet of Things, 2022

FedHD: federated learning with hyperdimensional computing.

Quanling Zhao, Kai Lee, Jeffrey Liu, Muhammad Huzaifa, Xiaofan Yu, Tajana Rosing

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract).

Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks.

Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing.

Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer.

Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction.

Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

SALIENT: Ultra-Fast FPGA-based Short Read Alignment.

Behnam Khaleghi, Tianqi Zhang, Cameron Martino, George Armstrong, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Rob Knight, Niema Moshiri, Tajana Rosing

Proceedings of the International Conference on Field-Programmable Technology, 2022

PIMProf: An Automated Program Profiler for Processing-in-Memory Offloading Decisions.

Yizhou Wei, Minxuan Zhou, Sihang Liu, Korakit Seemakhupt, Tajana Rosing, Samira Manabi Khan

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Remote Sensing with UAV and Mobile Recharging Vehicle Rendezvous.

Michael H. Ostertag, Jason Ma, Tajana Rosing

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization.

Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge.

Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks.

Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

A near-storage framework for boosted data preprocessing of mass spectrum clustering.

Weihong Xu, Jaeyoung Kang, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

PatterNet: explore and exploit filter patterns for efficient deep neural networks.

Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

GENERIC: highly efficient learning engine on edge using hyperdimensional computing.

Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

FHDnn: communication efficient and robust federated learning for AIoT networks.

Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

FAST: FPGA-based Acceleration of Genomic Sequence Trimming.

Behnam Khaleghi, Tianqi Zhang, Niya Shao, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Niema Moshiri, Tajana Rosing

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training.

Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing.

Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021

A Theoretical Perspective on Hyperdimensional Computing.

Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing

J. Artif. Intell. Res., 2021

A Drone-based System for Intelligent and Autonomous Homes.

Stephen Xia, Rishikanth Chandrasekaran, Yanchen Liu, Chenye Yang, Tajana Simunic Rosing, Xiaofan Jiang

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing

Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021

MACcelerator: Approximate Arithmetic Unit for Computational Acceleration.

Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

FPRA: A Fine-grained Parallel RRAM Architecture.

Xiao Liu, Minxuan Zhou, Rachata Ausavarungnirun, Sean Eilert, Ameen Akel, Tajana Rosing, Vijaykrishnan Narayanan, Jishen Zhao

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

Frequency-aware Trajectory and Power Control for Multi-UAV Systems.

Jason Ma, Michael H. Ostertag, Dinesh Bharadia, Tajana Rosing

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing.

Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing.

Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture.

Yeseong Kim, Mohsen Imani, Saransh Gupta, Minxuan Zhou, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures.

Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD.

Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing

Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing.

Minxuan Zhou, Muzhou Li, Mohsen Imani, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

FPGA Acceleration of Protein Back-Translation and Alignment.

Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing.

Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

tiny-HD: Ultra-Efficient Hyperdimensional Computing Engine for IoT Applications.

Behnam Khaleghi, Hanyang Xu, Justin Morris, Tajana Simunic Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

TruLook: A Framework for Configurable GPU Approximation.

Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

MAT: Processing In-Memory Acceleration for Long-Sequence Attention.

Minxuan Zhou, Yunhui Guo, Weihong Xu, Bin Li, Kevin W. Eliceiri, Tajana Rosing

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Invited: Accelerating Fully Homomorphic Encryption with Processing in Memory.

Saransh Gupta, Tajana Simunic Rosing

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks.

Xiaofan Yu, Weihong Xu, Ludmila Cherkasova, Tajana Simunic Rosing

Proceedings of the 17th International Conference on Network and Service Management, 2021

Attention State Classification with In-Ear EEG.

Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures.

Minxuan Zhou, Mohsen Imani, Yeseong Kim, Saransh Gupta, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems.

Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.

Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Ultra Efficient Acceleration for De Novo Genome Assembly via Near-Memory Computing.

Minxuan Zhou, Lingxi Wu, Muzhou Li, Niema Moshiri, Kevin Skadron, Tajana Rosing

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations.

Minxuan Zhou, Guoyang Chen, Mohsen Imani, Saransh Gupta, Weifeng Zhang, Tajana Rosing

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

Human Behavior Aware Energy Management in Residential Cyber-Physical Systems.

Baris Aksanli, Tajana Simunic Rosing

IEEE Trans. Emerg. Top. Comput., 2020

Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring.

Xiaofan Yu, Kazim Ergun, Ludmila Cherkasova, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Runtime Efficiency-Accuracy Tradeoff Using Configurable Floating Point Multiplier.

Daniel Peroni, Mohsen Imani, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Data Reuse for Accelerated Approximate Warps.

Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training.

Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael T. Niemier, Xiaobo Sharon Hu, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

QuantHD: A Quantization Framework for Hyperdimensional Computing.

Mohsen Imani, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse.

Sahand Salamat, Mohsen Imani, Tajana Rosing

IEEE Trans. Computers, 2020

CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware.

Hamid Nejatollahi, Saransh Gupta, Mohsen Imani, Tajana Simunic Rosing, Rosario Cammarota, Nikil D. Dutt

IACR Cryptol. ePrint Arch., 2020

Efficient Associative Search in Brain-Inspired Hyperdimensional Computing.

Mohsen Imani, Justin Morris, Helen Shu, Shou Li, Tajana Rosing

IEEE Des. Test, 2020

Theoretical Foundations of Hyperdimensional Computing.

Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing

CoRR, 2020

Trustworthy AI Inference Systems: An Industry Research View.

Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler, Huili Chen, Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajana Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil D. Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton

CoRR, 2020

SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation.

Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing

CoRR, 2020

FPGA Acceleration of Sequence Alignment: A Survey.

Sahand Salamat, Tajana Rosing

CoRR, 2020

Multi-label HD Classification in 3D Flash.

Justin Morris, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the 28th IFIP/IEEE International Conference on Very Large Scale Integration, 2020

Deep Learning Acceleration using Digital-Based Processing In-Memory.

Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction.

Onat Güngör, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Improved Schemes for Episodic Memory-based Lifelong Learning.

Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Efficient Distributed Training in Heterogeneous Mobile Networks with Active Sampling.

Yunhui Guo, Xiaofan Yu, Kamalika Chaudhuri, Tajana Rosing

Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020

DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory.

Mohsen Imani, Saikishan Pampana, Saransh Gupta, Minxuan Zhou, Yeseong Kim, Tajana Rosing

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

SHEAR<i>er</i>: highly-efficient hyperdimensional computing by software-hardware enabled multifold approximation.

Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

Implementing binary neural networks in memory with approximate accumulation.

Saransh Gupta, Mohsen Imani, Hengyu Zhao, Fan Wu, Jishen Zhao, Tajana Simunic Rosing

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments.

Onat Güngör, Tajana Simunic Rosing, Baris Aksanli

Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

RelIoT: Reliability Simulator for IoT Networks.

Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing

Proceedings of the Internet of Things - ICIOT 2020, 2020

Revisiting FPGA Routing under Varying Operating Conditions.

Behnam Khaleghi, Sahand Salamat, Tajana Simunic Rosing

Proceedings of the International Conference on Field-Programmable Technology, 2020

THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy.

Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Deep Learning Acceleration with Neuron-to-Memory Transformation.

Mohsen Imani, Mohammad Samragh Razlighi, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

Detection of Epileptic Seizures from Surface EEG Using Hyperdimensional Computing.

Fatemeh Asgarinejad, Anthony Thomas, Tajana Rosing

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Broader Study of Cross-Domain Few-Shot Learning.

Yunhui Guo, Noel Codella, Leonid Karlinsky, James V. Codella, John R. Smith, Kate Saenko, Tajana Rosing, Rogério Feris

Proceedings of the Computer Vision - ECCV 2020, 2020

Simulating Reliability of IoT Networks with RelIoT.

Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing

Proceedings of the 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks, 2020

Efficient Training on Edge Devices Using Online Quantization.

Michael H. Ostertag, Sara A. Al-Doweesh, Tajana Rosing

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

GenieHD: Efficient DNA Pattern Matching Accelerator Using Hyperdimensional Computing.

Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing.

Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Prive-HD: Privacy-Preserved Hyperdimensional Computing.

Behnam Khaleghi, Mohsen Imani, Tajana Rosing

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Reliability-Driven Deployment in Energy-Harvesting Sensor Networks.

Xiaofan Yu, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing

Proceedings of the 16th International Conference on Network and Service Management, 2020

AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning.

Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Resistive CAM Acceleration for Tunable Approximate Computing.

Mohsen Imani, Daniel Peroni, Abbas Rahimi, Tajana Simunic Rosing

IEEE Trans. Emerg. Top. Comput., 2019

NVQuery: Efficient Query Processing in Nonvolatile Memory.

Mohsen Imani, Saransh Gupta, Sahil Sharma, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Optimal Performance-Aware Cooling on Enterprise Servers.

Christine S. Chan, Alper Sinan Akyürek, Baris Aksanli, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

NNPIM: A Processing In-Memory Architecture for Neural Network Acceleration.

Saransh Gupta, Mohsen Imani, Harveen Kaur, Tajana Simunic Rosing

IEEE Trans. Computers, 2019

Image Recognition Accelerator Design Using In-Memory Processing.

Yeseong Kim, Mohsen Imani, Tajana Simunic Rosing

IEEE Micro, 2019

Hardware-Software Co-design to Accelerate Neural Network Applications.

Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing

ACM J. Emerg. Technol. Comput. Syst., 2019

A Survey on Architecture Advances Enabled by Emerging Beyond-CMOS Technologies.

An Chen, Supriyo Datta, Xiaobo Sharon Hu, Michael T. Niemier, Tajana Simunic Rosing, J. Joshua Yang

IEEE Des. Test, 2019

A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning.

Yunhui Guo, Noel C. F. Codella, Leonid Karlinsky, John R. Smith, Tajana Rosing, Rogério Schmidt Feris

CoRR, 2019

QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning.

Samuel Bosch, Alexander Sanchez de la Cerda, Mohsen Imani, Tajana Simunic Rosing, Giovanni De Micheli

CoRR, 2019

Learning with Long-term Remembering: Following the Lead of Mixed Stochastic Gradient.

Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing

CoRR, 2019

Depthwise Convolution is All You Need for Learning Multiple Visual Domains.

Yunhui Guo, Yandong Li, Rogério Schmidt Feris, Liqiang Wang, Tajana Rosing

CoRR, 2019

Efficient Sparse Processing in Smart Home Applications.

Rishikanth Chandrasekaran, Yunhui Guo, Anthony Thomas, Massimiliano Menarini, Michael H. Ostertag, Yeseong Kim, Tajana Rosing

Proceedings of the 1st Workshop on Machine Learning on Edge in Sensor Systems, 2019

Digital-based processing in-memory: a highly-parallel accelerator for data intensive applications.

Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the International Symposium on Memory Systems, 2019

MAPIM: Mat Parallelism for High Performance Processing in Non-volatile Memory Architecture.

Joonseop Sim, Minsu Kim, Yeseong Kim, Saransh Gupta, Behnam Khaleghi, Tajana Rosing

Proceedings of the 20th International Symposium on Quality Electronic Design, 2019

CompHD: Efficient Hyperdimensional Computing Using Model Compression.

Justin Morris, Mohsen Imani, Samuel Bosch, Anthony Thomas, Helen Shu, Tajana Rosing

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

HR³AM: A Heat Resilient Design for RRAM-based Neuromorphic Computing.

Xiao Liu, Mingxuan Zhou, Tajana Simunic Rosing, Jishen Zhao

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment.

Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, Tajana Rosing

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

FloatPIM: in-memory acceleration of deep neural network training with high precision.

Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing

Proceedings of the 46th International Symposium on Computer Architecture, 2019

Hierarchical and Distributed Machine Learning Inference Beyond the Edge.

Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli, Arun Kumar, Tajana Simunic Rosing

Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

FPGA Energy Efficiency by Leveraging Thermal Margin.

Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Dynamic Optimization of Battery Health in IoT Networks.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms.

Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing

Proceedings of the International Conference on Computer-Aided Design, 2019

SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing.

Mohsen Imani, Samuel Bosch, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing

Proceedings of the International Conference on Computer-Aided Design, 2019

UPIM: Unipolar Switching Logic for High Density Processing-in-Memory Applications.

Joonseop Sim, Saransh Gupta, Mohsen Imani, Yeseong Kim, Tajana Rosing

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

DigitalPIM: Digital-based Processing In-Memory for Big Data Acceleration.

Mohsen Imani, Saransh Gupta, Yeseong Kim, Minxuan Zhou, Tajana Rosing

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Exploring Processing In-Memory for Different Technologies.

Saransh Gupta, Mohsen Imani, Tajana Rosing

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing.

Sahand Salamat, Mohsen Imani, Behnam Khaleghi, Tajana Rosing

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing.

Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, Tajana Rosing

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

Application Performance Prediction and Optimization Under Cache Allocation Technology.

Yeseong Kim, Ankit More, Emily Shriver, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Thermal-Aware Design and Flow for FPGA Performance Improvement.

Behnam Khaleghi, Tajana Simunic Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

A Binary Learning Framework for Hyperdimensional Computing.

Mohsen Imani, John Messerly, Fan Wu, Wang Pi, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing.

Mohsen Imani, Yeseong Kim, Thomas Worley, Saransh Gupta, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

CADE: Configurable Approximate Divider for Energy Efficiency.

Mohsen Imani, Ricardo Garcia, Andrew Huang, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Thermal-Aware Design and Management for Search-based In-Memory Acceleration.

Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

ARGA: Approximate Reuse for GPGPU Acceleration.

Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control.

Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing.

Mohsen Imani, Justin Morris, John Messerly, Helen Shu, Yaobang Deng, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

SpotTune: Transfer Learning Through Adaptive Fine-Tuning.

Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogério Schmidt Feris

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing.

Mohsen Imani, Justin Morris, Samuel Bosch, Helen Shu, Giovanni De Micheli, Tajana Rosing

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

GRAM: graph processing in a ReRAM-based computational memory.

Minxuan Zhou, Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

ALook: adaptive lookup for GPGPU acceleration.

Daniel Peroni, Mohsen Imani, Tajana Rosing

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

FACH: FPGA-based acceleration of hyperdimensional computing by reducing computational complexity.

Mohsen Imani, Sahand Salamat, Saransh Gupta, Jiani Huang, Tajana Rosing

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

Robust Velocity Control for Minimum Steady State Uncertainty in Persistent Monitoring Applications.

Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing

Proceedings of the 2019 American Control Conference, 2019

Depthwise Convolution Is All You Need for Learning Multiple Visual Domains.

Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Framework for Collaborative Learning in Secure High-Dimensional Space.

Mohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

Approximate CPU and GPU Design Using Emerging Memory Technologies.

Mohsen Imani, Tajana Simunic Rosing

Proceedings of the Approximate Circuits, Methodologies and CAD., 2019

2018

Guest Editorial Memristive-Device-Based Computing.

Said Hamdioui, Pierre-Emmanuel Gaillardon, Dietmar Fey, Tajana Simunic Rosing

IEEE Trans. Very Large Scale Integr. Syst., 2018

Multi-Stage Tunable Approximate Search in Resistive Associative Memory.

Mohsen Imani, Abbas Rahimi, Pietro Mercati, Tajana Simunic Rosing

IEEE Trans. Multi Scale Comput. Syst., 2018

Optimal Packet Aggregation Scheduling in Wireless Networks.

Alper Sinan Akyurek, Tajana Simunic Rosing

IEEE Trans. Mob. Comput., 2018

Design of Transmission Manager in Heterogeneous WSNs.

Jinseok Yang, Alper Sinan Akyurek, Sameer Tilak, Tajana Simunic Rosing

IEEE Trans. Emerg. Top. Comput., 2018

Approximate Computing Using Multiple-Access Single-Charge Associative Memory.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

IEEE Trans. Emerg. Top. Comput., 2018

Modular and Personalized Smart Health Application Design in a Smart City Environment.

Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing

IEEE Internet Things J., 2018

Nvalt: Nonvolatile Approximate Lookup Table for GPU Acceleration.

Mohsen Imani, Daniel Peroni, Tajana Rosing

IEEE Embed. Syst. Lett., 2018

RAPIDNN: In-Memory Deep Neural Network Acceleration Framework.

Mohsen Imani, Mohammad Samragh, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing

CoRR, 2018

LUPIS: Latch-up based ultra efficient processing in-memory system.

Joonseop Sim, Mohsen Imani, Woojin Choi, Yeseong Kim, Tajana Rosing

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Deep neural network acceleration framework under hardware uncertainty.

Mohsen Imani, Pushen Wang, Tajana Rosing

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Program acceleration using nearest distance associative search.

Mohsen Imani, Daniel Peroni, Tajana Rosing

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

GAS: A Heterogeneous Memory Architecture for Graph Processing.

Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing.

Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

Efficient human activity recognition using hyperdimensional computing.

Yeseong Kim, Mohsen Imani, Tajana Simunic Rosing

Proceedings of the 8th International Conference on the Internet of Things, 2018

RNSnet: In-Memory Neural Network Acceleration Using Residue Number System.

Sahand Salamat, Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018

FELIX: fast and energy-efficient logic in memory.

Saransh Gupta, Mohsen Imani, Tajana Rosing

Proceedings of the International Conference on Computer-Aided Design, 2018

GenPIM: Generalized processing in-memory to accelerate data intensive applications.

Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Hierarchical hyperdimensional computing for energy efficient classification.

Mohsen Imani, Chenyu Huang, Deqian Kong, Tajana Rosing

Proceedings of the 55th Annual Design Automation Conference, 2018

HDNA: Energy-efficient DNA sequencing using hyperdimensional computing.

Mohsen Imani, Tarek Nassar, Abbas Rahimi, Tajana Rosing

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

CANNA: Neural network acceleration using configurable approximation on GPGPU.

Mohsen Imani, Max Masich, Daniel Peroni, Pushen Wang, Tajana Rosing

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017

WARM: Workload-Aware Reliability Management in Linux/Android.

Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Scalable-Application Design for the IoT.

Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyürek, Tajana Simunic Rosing

IEEE Softw., 2017

Low-Power Sparse Hyperdimensional Encoder for Language Recognition.

Mohsen Imani, John Hwang, Tajana Rosing, Abbas Rahimi, Jan M. Rabaey

IEEE Des. Test, 2017

Enabling efficient system design using vertical nanowire transistor current mode logic.

Joonseop Sim, Mohsen Imani, Yeseong Kim, Tajana Rosing

Proceedings of the 2017 IFIP/IEEE International Conference on Very Large Scale Integration, 2017

Accuracy-resource tradeoff for edge devices in Internet of Things.

Nima Mousavi, Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Context-aware and user-centric residential energy management.

Baris Aksanli, Jagannathan Venkatesh, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

CAP: Configurable resistive associative processor for near-data computing.

Mohsen Imani, Tajana Rosing

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Efficient query processing in crossbar memory.

Mohsen Imani, Saransh Gupta, Atl Arredondo, Tajana Rosing

Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

VoiceHD: Hyperdimensional Computing for Efficient Speech Recognition.

Mohsen Imani, Deqian Kong, Abbas Rahimi, Tajana Rosing

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

NNgine: Ultra-Efficient Nearest Neighbor Accelerator Based on In-Memory Computing.

Mohsen Imani, Yeseong Kim, Tajana Rosing

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

P⁴: Phase-based power/performance prediction of heterogeneous systems via neural networks.

Yeseong Kim, Pietro Mercati, Ankit More, Emily Shriver, Tajana Rosing

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

ORCHARD: Visual object recognition accelerator based on approximate in-memory processing.

Yeseong Kim, Mohsen Imani, Tajana Rosing

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Exploring Hyperdimensional Associative Memory.

Mohsen Imani, Abbas Rahimi, Deqian Kong, Tajana Rosing, Jan M. Rabaey

Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

LookNN: Neural network with no multiplication.

Mohammad Samragh Razlighi, Mohsen Imani, Farinaz Koushanfar, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Efficient neural network acceleration on GPGPU using content addressable memory.

Mohsen Imani, Daniel Peroni, Yeseong Kim, Abbas Rahimi, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Multi-variable Dynamic Power Management for the GPU Subsystem.

Pietro Mercati, Raid Ayoub, Michael Kishinevsky, Eric Samson, Marc Beuchat, Francesco Paterna, Tajana Simunic Rosing

Proceedings of the 54th Annual Design Automation Conference, 2017

CFPU: Configurable Floating Point Multiplier for Energy-Efficient Computing.

Mohsen Imani, Daniel Peroni, Tajana Rosing

Proceedings of the 54th Annual Design Automation Conference, 2017

Ultra-Efficient Processing In-Memory for Data Intensive Applications.

Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 54th Annual Design Automation Conference, 2017

Cross-platform machine learning characterization for task allocation in IoT ecosystems.

Wanlin Cui, Yeseong Kim, Tajana Simunic Rosing

Proceedings of the IEEE 7th Annual Computing and Communication Workshop and Conference, 2017

MPIM: Multi-purpose in-memory processing using configurable resistive memory.

Mohsen Imani, Yeseong Kim, Tajana Rosing

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks.

Baris Aksanli, Jagannathan Venkatesh, Inder Monga, Tajana Simunic Rosing

Proceedings of the Computational Sustainability, 2016

Time-series clustering for data analysis in Smart Grid.

Akanksha Maurya, Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

An Interactive Context-aware Power Management Technique for Optimizing Sensor Network Lifetime.

Jinseok Yang, Sameer Tilak, Tajana Simunic Rosing

Proceedings of the SENSORNETS 2016, 2016

A low-power hybrid magnetic cache architecture exploiting narrow-width values.

Mohsen Imani, Abbas Rahimi, Yeseong Kim, Tajana Rosing

Proceedings of the 5th Non-Volatile Memory Systems and Applications Symposium, 2016

Processing Acceleration with Resistive Memory-based Computation.

Mohsen Imani, Yan Cheng, Tajana Rosing

Proceedings of the Second International Symposium on Memory Systems, 2016

Low power data-aware STT-RAM based hybrid cache architecture.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing.

Mohsen Imani, Pietro Mercati, Tajana Rosing

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

ACAM: Approximate Computing Based on Adaptive Associative Memory with Online Learning.

Mohsen Imani, Yeseong Kim, Abbas Rahimi, Tajana Rosing

Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

A Modular Approach to Context-Aware IoT Applications.

Jagannathan Venkatesh, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016

VarDroid: Online Variability Emulation in Android/Linux Platforms.

Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

DCC: Double Capacity Cache Architecture for Narrow-Width Values.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

Optimal in-network packet aggregation policy for maximum information freshness.

Alper Sinan Akyurek, Tajana Simunic Rosing

Proceedings of the European Conference on Networks and Communications, 2016

Resistive configurable associative memory for approximate computing.

Mohsen Imani, Abbas Rahimi, Tajana Simunic Rosing

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

MASC: Ultra-low energy multiple-access single-charge TCAM for approximate computing.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015

NSF expedition on variability-aware software: Recent results and contributions.

Lucas Francisco Wanner, Liangzhen Lai, Abbas Rahimi, Mark Gottscho, Pietro Mercati, Chu-Hsiang Huang, Frederic Sala, Yuvraj Agarwal, Lara Dolecek, Nikil D. Dutt, Puneet Gupta, Rajesh K. Gupta, Ranjit Jhala, Rakesh Kumar, Sorin Lerner, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B. Srivastava, Steven Swanson, Dennis Sylvester, Yuanyuan Zhou

it Inf. Technol., 2015

BLAST: Battery Lifetime-constrained Adaptation with Selected Target in Mobile Devices.

Pietro Mercati, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch, Tajana Rosing

EAI Endorsed Trans. Energy Web, 2015

Hierarchical design of robust and low data dependent FinFET based SRAM array.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Characterization of User's Behavior Variations for Design of Replayable Mobile Workloads.

Shruti Patil, Yeseong Kim, Kunal Korgaonkar, Ibrahim Awwal, Tajana Simunic Rosing

Proceedings of the Mobile Computing, Applications, and Services, 2015

Modeling and Mitigation of Extra-SoC Thermal Coupling Effects and Heat Transfer Variations in Mobile Devices.

Francesco Paterna, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

Smartphone Analysis and Optimization based on User Activity Recognition.

Yeseong Kim, Francesco Paterna, Sameer Tilak, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices.

Yeseong Kim, Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

Accurate emulation of fast optical circuit switches.

Henrique Rodrigues, Richard D. Strong, Tajana Rosing

Proceedings of the 2015 IEEE International Conference on Communications, 2015

S2Sim: Smart Grid Swarm Simulator.

Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Minimizing the effects of data centers on microgrid stability.

Baris Aksanli, Alper Sinan Akyurek, Tajana Rosing

Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Transmission Manager in Heterogeneous WSNs.

Jinseok Yang, Sameer Tilak, Tajana Simunic Rosing

Proceedings of the 2015 IEEE Global Communications Conference, 2015

GazeTube: Gaze-Based Adaptive Video Playback for Bandwidth and Power Optimizations.

Shruti Patil, Yu Chen, Tajana Simunic Rosing

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Dynamic Optical Switching for Latency Sensitive Applications.

Henrique Rodrigues, Richard D. Strong, Alper Sinan Akyurek, Tajana Simunic Rosing

Proceedings of the Eleventh ACM/IEEE Symposium on Architectures for networking and communications systems, 2015

2014

The Swarm at the Edge of the Cloud.

Edward A. Lee, Björn Hartmann, John Kubiatowicz, Tajana Simunic Rosing, John Wawrzynek, David Wessel, Jan M. Rabaey, Kris Pister, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, David T. Blaauw, Prabal Dutta, Kevin Fu, Carlos Guestrin, Ben Taskar, Roozbeh Jafari, Douglas L. Jones, Vijay Kumar, Rahul Mangharam, George J. Pappas, Richard M. Murray, Anthony Rowe

IEEE Des. Test, 2014

TESLA: Taylor expanded solar analog forecasting.

Bengu Ozge Akyurek, Alper Sinan Akyurek, Jan Kleissl, Tajana Simunic Rosing

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Distributed control of a swarm of buildings connected to a smart grid: demo abstract.

Baris Aksanli, Alper Sinan Akyurek, Madhur Behl, Meghan Clark, Alexandre Donzé, Prabal Dutta, Patrick Lazik, Mehdi Maasoumy, Rahul Mangharam, Truong X. Nghiem, Vasumathi Raman, Anthony Rowe, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Tajana Simunic Rosing, Jagannathan Venkatesh

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

User-centric joint power and thermal management for smartphones.

Pietro Mercati, Tajana Simunic Rosing, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch

Proceedings of the 6th International Conference on Mobile Computing, 2014

Leveraging application context for efficient sensing.

Jinseok Yang, Tajana Simunic Rosing, Sameer S. Tilak

Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

A Proactive Customer-Aware Resource Allocation Approach for Data Centers.

Filippo Seracini, Xiang Zhang, Tajana Rosing, Ingolf Krüger

Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2014

Dynamic variability management in mobile multicore processors under lifetime constraints.

Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing

Proceedings of the 32nd IEEE International Conference on Computer Design, 2014

Traffic Optimization in Multi-layered WANs Using SDN.

Henrique Rodrigues, Inder Monga, Abhinava Sadasivarao, Sharfuddin Syed, Chin Guok, Eric Pouyoul, Chris Liou, Tajana Rosing

Proceedings of the 22nd IEEE Annual Symposium on High-Performance Interconnects, 2014

An On-line Reliability Emulation Framework.

Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing

Proceedings of the 12th IEEE International Conference on Embedded and Ubiquitous Computing, 2014

Ambient variation-tolerant and inter components aware thermal management for mobile system on chips.

Francesco Paterna, Joe Zanotelli, Tajana Simunic Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

A Linux-governor based Dynamic Reliability Manager for android mobile devices.

Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Providing regulation services and managing data center peak power budgets.

Baris Aksanli, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013

CoMETC: Coordinated management of energy/thermal/cooling in servers.

Raid Ayoub, Rajib Nath, Tajana Simunic Rosing

ACM Trans. Design Autom. Electr. Syst., 2013

PROMETHEUS: A Proactive Method for Thermal Management of Heterogeneous MPSoCs.

Shervin Sharifi, Dilip Krishnaswamy, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

Many-Core Token-Based Adaptive Power Gating.

Andrew B. Kahng, Seokhyeong Kang, Tajana Simunic Rosing, Richard D. Strong

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

Underdesigned and Opportunistic Computing in Presence of Hardware Variability.

Puneet Gupta, Yuvraj Agarwal, Lara Dolecek, Nikil D. Dutt, Rajesh K. Gupta, Rakesh Kumar, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B. Srivastava, Steven Swanson, Dennis Sylvester

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

Correcting vibration-induced performance degradation in enterprise servers.

Christine S. Chan, Boxiang Pan, Kenny C. Gross, Kalyan Vaidyanathan, Tajana Simunic Rosing

SIGMETRICS Perform. Evaluation Rev., 2013

Energy Management in Wireless Mobile Systems Using Dynamic Task Assignment.

Priti Aghera, Jinseok Yang, Piero Zappi, Dilip Krishnaswamy, Ayse K. Coskun, Tajana Simunic Rosing

J. Low Power Electron., 2013

ECO-DAC Energy Control over Divide and Control.

Alper Sinan Akyurek, Bill Torre, Tajana Simunic Rosing

Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Optimal battery configuration in a residential home with time-of-use pricing.

Baris Aksanli, Tajana Rosing

Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Integrating microsecond circuit switching into the data center.

George Porter, Richard D. Strong, Nathan Farrington, Alex Forencich, Pang-Chen Sun, Tajana Rosing, Yeshaiahu Fainman, George Papen, Amin Vahdat

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Efficient energy management and data recovery in sensor networks using latent variables based tensor factorization.

Bojan Milosevic, Jinseok Yang, Nakul Verma, Sameer S. Tilak, Piero Zappi, Elisabetta Farella, Luca Benini, Tajana Simunic Rosing

Proceedings of the 16th ACM International Conference on Modeling, 2013

Architecting Efficient Peak Power Shaving Using Batteries in Data Centers.

Baris Aksanli, Eddie Pettis, Tajana Rosing

Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Residential energy simulation and scheduling: A case study approach.

Jagannathan Venkatesh, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

Power modeling and thermal management techniques for manycores.

Rajib Nath, Douglas M. Carmean, Tajana Simunic Rosing

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

A comprehensive approach to reduce the energy cost of network of datacenters.

Baris Aksanli, Jagannathan Venkatesh, Tajana Rosing, Inder Monga

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

vGreenNet: Managing Server and Networking Resources of Co-Located Heterogeneous VMs.

Liuyi Eric Zhang, Gaurav Dhiman, Tajana Simunic Rosing

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Green web services: Improving energy efficiency in data centers via workload predictions.

Massimiliano Menarini, Filippo Seracini, Xiang Zhang, Tajana Rosing, Ingolf Krüger

Proceedings of the 2nd International Workshop on Green and Sustainable Software, 2013

HomeSim: Comprehensive, smart, residential electrical energy simulation and scheduling.

Jagannathan Venkatesh, Baris Aksanli, Jean-Claude Junqua, Philippe Morin, Tajana Simunic Rosing

Proceedings of the International Green Computing Conference, 2013

Distributed battery control for peak power shaving in datacenters.

Baris Aksanli, Tajana Rosing, Eddie Pettis

Proceedings of the International Green Computing Conference, 2013

A novel protocol for adaptive broadcasting of sensor data in urban scenarios.

Jinseok Yang, Sameer S. Tilak, Tajana Simunic Rosing

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Temperature aware thread block scheduling in GPGPUs.

Rajib Nath, Raid Zuhair Ayoub, Tajana Simunic Rosing

Proceedings of the 50th Annual Design Automation Conference 2013, 2013

Workload and user experience-aware dynamic reliability management in multicore processors.

Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini

Proceedings of the 50th Annual Design Automation Conference 2013, 2013

On potential design impacts of electromigration awareness.

Andrew B. Kahng, Siddhartha Nath, Tajana Rosing

Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013

2012

Using Datacenter Simulation to Evaluate Green Energy Integration.

Baris Aksanli, Jagannathan Venkatesh, Tajana Simunic Rosing

Computer, 2012

CitiSense: improving geospatial environmental assessment of air quality using a wireless personal exposure monitoring system.

Nima Nikzad, Nakul Verma, Celal Ziftci, Elizabeth S. Bales, Nichole Quick, Piero Zappi, Kevin Patrick, Sanjoy Dasgupta, Ingolf Krueger, Tajana Simunic Rosing, William G. Griswold

Proceedings of the Wireless Health 2012, 2012

Context-Aware Mobile Power Management Using Fuzzy Inference as a Service.

Mohammad Moghimi, Jagannathan Venkatesh, Piero Zappi, Tajana Rosing

Proceedings of the Mobile Computing, Applications, and Services, 2012

TAP: token-based adaptive power gating.

Andrew B. Kahng, Seokhyeong Kang, Tajana Rosing, Richard D. Strong

Proceedings of the International Symposium on Low Power Electronics and Design, 2012

Fan-speed-aware scheduling of data intensive jobs.

Christine S. Chan, Yanqin Jin, Yen-Kuan Wu, Kenny C. Gross, Kalyan Vaidyanathan, Tajana Simunic Rosing

Proceedings of the International Symposium on Low Power Electronics and Design, 2012

Managing distributed UPS energy for effective power capping in data centers.

Vasileios Kontorinis, Liuyi Eric Zhang, Baris Aksanli, Jack Sampson, Houman Homayoun, Eddie Pettis, Dean M. Tullsen, Tajana Simunic Rosing

Proceedings of the 39th International Symposium on Computer Architecture (ISCA 2012), 2012

Model-driven adaptive wireless sensing for environmental healthcare feedback systems.

Nima Nikzad, Jinseok Yang, Piero Zappi, Tajana Simunic Rosing, Dilip Krishnaswamy

Proceedings of IEEE International Conference on Communications, 2012

JETC: Joint energy thermal and cooling management for memory and CPU subsystems in servers.

Raid Zuhair Ayoub, Rajib Nath, Tajana Rosing

Proceedings of the 18th IEEE International Symposium on High Performance Computer Architecture, 2012

Themis: Energy Efficient Management of Workloads in Virtualized Data Centers.

Gaurav Dhiman, Vasileios Kontorinis, Raid Zuhair Ayoub, Liuyi Eric Zhang, Chris Sadler, Dean M. Tullsen, Tajana Simunic Rosing

Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

TempoMP: Integrated prediction and management of temperature in heterogeneous MPSoCs.

Shervin Sharifi, Raid Zuhair Ayoub, Tajana Simunic Rosing

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

MAPG: Memory access power gating.

Kwangok Jeong, Andrew B. Kahng, Seokhyeong Kang, Tajana Simunic Rosing, Richard D. Strong

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Benefits of green energy and proportionality in high speed wide area networks connecting data centers.

Baris Aksanli, Tajana Simunic Rosing, Inder Monga

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011

Energy-Efficient Multiobjective Thermal Control for Liquid-Cooled 3-D Stacked Architectures.

Mohamed M. Sabry, Ayse K. Coskun, David Atienza, Tajana Simunic Rosing, Thomas Brunschwiler

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011

Temperature Aware Dynamic Workload Scheduling in Multisocket CPU Servers.

Raid Zuhair Ayoub, Krishnam Raju Indukuri, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011

Utilizing green energy prediction to schedule mixed batch and service jobs in data centers.

Baris Aksanli, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing

ACM SIGOPS Oper. Syst. Rev., 2011

Resource Management in Heterogeneous Wireless Sensor Networks.

Edoardo Regini, Daeseob Lim, Tajana Simunic Rosing

J. Low Power Electron., 2011

A scheduling algorithm for consistent monitoring results with solar powered high-performance wireless embedded systems.

Denis Dondi, Piero Zappi, Tajana Simunic Rosing

Proceedings of the 2011 International Symposium on Low Power Electronics and Design, 2011

OS-level power minimization under tight performance constraints in general purpose systems.

Raid Zuhair Ayoub, Ümit Y. Ogras, Eugene Gorbatov, Yanqin Jin, Timothy Kam, Paul Diefenbaugh, Tajana Rosing

Proceedings of the 2011 International Symposium on Low Power Electronics and Design, 2011

Distributed thermal management for embedded heterogeneous MPSoCs with dedicated hardware accelerators.

Yen-Kuan Wu, Shervin Sharifi, Tajana Simunic Rosing

Proceedings of the IEEE 29th International Conference on Computer Design, 2011

Temperature-Aware Scheduling for Embedded Heterogeneous MPSoCs with Special Purpose IP Cores.

Shervin Sharifi, Yen-Kuan Wu, Tajana Simunic Rosing

Proceedings of 20th International Conference on Computer Communications and Networks, 2011

Energy efficient computing in large scale systems.

Tajana Rosing

Proceedings of the 2011 IEEE Custom Integrated Circuits Conference, 2011

2010

vGreen: A System for Energy-Efficient Management of Virtual Machines.

Gaurav Dhiman, Giacomo Marchetti, Tajana Rosing

ACM Trans. Design Autom. Electr. Syst., 2010

Accurate Direct and Indirect On-Chip Temperature Sensing for Efficient Dynamic Thermal Management.

Shervin Sharifi, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010

Dynamic workload characterization for power efficient scheduling on CMP systems.

Gaurav Dhiman, Vasileios Kontorinis, Dean M. Tullsen, Tajana Rosing, Eric Saxe, Jonathan Chew

Proceedings of the 2010 International Symposium on Low Power Electronics and Design, 2010

Energy efficient proactive thermal management in memory subsystem.

Raid Zuhair Ayoub, Krishnam Raju Indukuri, Tajana Simunic Rosing

Proceedings of the 2010 International Symposium on Low Power Electronics and Design, 2010

Package-Aware Scheduling of embedded workloads for temperature and Energy management on heterogeneous MPSoCs.

Shervin Sharifi, Tajana Simunic Rosing

Proceedings of the 28th International Conference on Computer Design, 2010

DVFS based task scheduling in a harvesting WSN for Structural Health Monitoring.

A. Ravinagarajan, Denis Dondi, Tajana Simunic Rosing

Proceedings of the Design, Automation and Test in Europe, 2010

Energy-efficient variable-flow liquid cooling in 3D stacked architectures.

Ayse K. Coskun, David Atienza, Tajana Simunic Rosing, Thomas Brunschwiler, Bruno Michel

Proceedings of the Design, Automation and Test in Europe, 2010

GentleCool: Cooling aware proactive workload scheduling in multi-machine systems.

Raid Zuhair Ayoub, Shervin Sharifi, Tajana Simunic Rosing

Proceedings of the Design, Automation and Test in Europe, 2010

DynAHeal: Dynamic energy efficient task assignment for wireless healthcare systems.

Priti Aghera, Dilip Krishnaswamy, Diana Fang, Ayse K. Coskun, Tajana Rosing

Proceedings of the Design, Automation and Test in Europe, 2010

A system for online power prediction in virtualized environments using Gaussian mixture models.

Gaurav Dhiman, Kresimir Mihic, Tajana Rosing

Proceedings of the 47th Design Automation Conference, 2010

DynAGreen: hierarchical dynamic energy efficient task assignment for wireless healthcare systems.

Priti Aghera, Dilip Krishnaswamy, Tajana Rosing

Proceedings of the 5th International ICST Conference on Body Area Networks, 2010

Hybrid dynamic energy and thermal management in heterogeneous embedded multiprocessor SoCs.

Shervin Sharifi, Ayse Kivilcim Coskun, Tajana Simunic Rosing

Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

Cool and save: cooling aware dynamic workload scheduling in multi-socket CPU systems.

Raid Zuhair Ayoub, Tajana Simunic Rosing

Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

2009

System-Level Power Management Using Online Learning.

Gaurav Dhiman, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

Utilizing Predictors for Efficient Thermal Management in Multiprocessor SoCs.

Ayse Kivilcim Coskun, Tajana Simunic Rosing, Kenny C. Gross

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

Thermal Modeling and Management of Liquid-Cooled 3D Stacked Architectures.

Ayse Kivilcim Coskun, José L. Ayala, David Atienza, Tajana Simunic Rosing

Proceedings of the VLSI-SoC: Technologies for Systems Integration, 2009

Evaluating the impact of job scheduling and power management on processor lifetime for chip multiprocessors.

Ayse K. Coskun, Richard D. Strong, Dean M. Tullsen, Tajana Simunic Rosing

Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

vGreen: a system for energy efficient computing in virtualized environments.

Gaurav Dhiman, Giacomo Marchetti, Tajana Rosing

Proceedings of the 2009 International Symposium on Low Power Electronics and Design, 2009

Predict and act: dynamic thermal management for multi-core processors.

Raid Zuhair Ayoub, Tajana Simunic Rosing

Proceedings of the 2009 International Symposium on Low Power Electronics and Design, 2009

Poster abstract: Energy management in wireless healthcare systems.

Priti Aghera, Tajana Simunic Rosing, Diana Fang, Kevin Patrick

Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009

Temperature- and Cost-Aware Design of 3D Multiprocessor Architectures.

Ayse K. Coskun, Andrew B. Kahng, Tajana Simunic Rosing

Proceedings of the 12th Euromicro Conference on Digital System Design, 2009

Dynamic thermal management in 3D multicore architectures.

Ayse K. Coskun, José L. Ayala, David Atienza, Tajana Simunic Rosing, Yusuf Leblebici

Proceedings of the Design, Automation and Test in Europe, 2009

PDRAM: a hybrid PRAM and DRAM main memory system.

Gaurav Dhiman, Raid Zuhair Ayoub, Tajana Rosing

Proceedings of the 46th Design Automation Conference, 2009

2008

Static and Dynamic Temperature-Aware Scheduling for Multiprocessor SoCs.

Ayse K. Coskun, Tajana Simunic Rosing, Keith Whisnant, Kenny C. Gross

IEEE Trans. Very Large Scale Integr. Syst., 2008

Accurate Temperature Estimation for Efficient Thermal Management.

Shervin Sharifi, Chunchen Liu, Tajana Simunic Rosing

Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

Proactive temperature management in MPSoCs.

Ayse Kivilcim Coskun, Tajana Simunic Rosing, Kenny C. Gross

Proceedings of the 2008 International Symposium on Low Power Electronics and Design, 2008

Proactive temperature balancing for low cost thermal management in MPSoCs.

Ayse Kivilcim Coskun, Tajana Simunic Rosing, Kenny C. Gross

Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

An analytical model for the upper bound on temperature differences on a chip.

Shervin Sharifi, Tajana Simunic Rosing

Proceedings of the 18th ACM Great Lakes Symposium on VLSI 2008, 2008

Temperature management in multiprocessor SoCs using online learning.

Ayse Kivilcim Coskun, Tajana Simunic Rosing, Kenny C. Gross

Proceedings of the 45th Design Automation Conference, 2008

Temperature-aware MPSoC scheduling for reducing hot spots and gradients.

Ayse Kivilcim Coskun, Tajana Simunic Rosing, Keith Whisnant, Kenny C. Gross

Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008

2007

Power-Aware Resource Management Techniques for Low-Power Embedded Systems.

Jihong Kim, Tajana Simunic Rosing

Proceedings of the Handbook of Real-Time and Embedded Systems., 2007

Power and Reliability Management of SoCs.

Tajana Simunic Rosing, Kresimir Mihic, Giovanni De Micheli

IEEE Trans. Very Large Scale Integr. Syst., 2007

Dynamic voltage frequency scaling for multi-tasking systems using online learning.

Gaurav Dhiman, Tajana Simunic Rosing

Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007

Active sensing platform for wireless structural health monitoring.

D. Musiani, K. Lin, Tajana Simunic Rosing

Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

Temperature aware task scheduling in MPSoCs.

Ayse Kivilcim Coskun, Tajana Simunic Rosing, Keith Whisnant

Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

2006

Analysis and Optimization of MPSoC Reliability.

Ayse Kivilcim Coskun, Tajana Simunic, Kresimir Mihic, Giovanni De Micheli, Yusuf Leblebici

J. Low Power Electron., 2006

Scheduling Data Delivery in Heterogeneous Wireless Sensor Networks.

Daeseob Lim, Jaewook Shim, Tajana Simunic Rosing, Tara Javidi

Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006

Dynamic power management using machine learning.

Gaurav Dhiman, Tajana Simunic Rosing

Proceedings of the 2006 International Conference on Computer-Aided Design, 2006

A simulation methodology for reliability analysis in multi-core SoCs.

Ayse K. Coskun, Tajana Simunic Rosing, Yusuf Leblebici, Giovanni De Micheli

Proceedings of the 16th ACM Great Lakes Symposium on VLSI 2006, Philadelphia, PA, USA, April 30, 2006

2005

Remote power control of wireless network interfaces.

Andrea Acquaviva, Tajana Simunic, Vinay Deolalikar, Sumit Roy

J. Embed. Comput., 2005

Energy-Aware Distributed Speech Recognition for Wireless Mobile Devices.

Brian Delaney, Tajana Simunic, Nikil Jayant

IEEE Des. Test Comput., 2005

Optimization of Reliability and Power Consumption in Systems on a Chip.

Tajana Simunic, Kresimir Mihic, Giovanni De Micheli

Proceedings of the Integrated Circuit and System Design, 2005

Power Saving Techniques for Wireless LANs.

Tajana Simunic

Proceedings of the 2005 Design, 2005

2004

Managing power consumption in networks on chips.

Tajana Simunic, Stephen P. Boyd, Peter W. Glynn

IEEE Trans. Very Large Scale Integr. Syst., 2004

Smart edge server: beyond a wireless access point.

Geetha Manjunath, Tajana Simunic, Venkatesh Krishnan, Jean Tourrilhes, D. Das, Venugopal Srinivasmurthy, Alan A. McReynolds

Proceedings of the 2nd ACM International Workshop on Wireless Mobile Applications and Services on WLAN Hotspots, 2004

Energy estimation of peripheral devices in embedded systems.

Ozgur Celebican, Tajana Simunic Rosing, Vincent John Mooney III

Proceedings of the 14th ACM Great Lakes Symposium on VLSI 2004, 2004

Reliability and Power Management of Integrated Systems.

Kresimir Mihic, Tajana Simunic, Giovanni De Micheli

Proceedings of the 2004 Euromicro Symposium on Digital Systems Design (DSD 2004), Architectures, Methods and Tools, 31 August, 2004

2003

Complex instruction and software library mapping for embedded software using symbolic algebra.

Armita Peymandoust, Tajana Simunic, Giovanni De Micheli

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2003

Heterogeneous Wireless Network Management.

Wajahat Qadeer, Tajana Simunic Rosing, John Ankcorn, Venky Krishnan, Giovanni De Micheli

Proceedings of the Power-Aware Computer Systems, Third International Workshop, 2003

A WLAN Scheduling Algorithm to Reduce the Energy Consumption of a Distributed Speech Recognition Front-End.

Brian Delaney, Nikil Jayant, Tajana Simunic

Proceedings of the First Workshop on Embedded Systems for Real-Time Multimedia, 2003

2002

A low-power, fixed-point, front-end feature extraction for a distributed speech recognition system.

Brian Delaney, Nikil Jayant, Mat Hans, Tajana Simunic, Andrea Acquaviva

Proceedings of the IEEE International Conference on Acoustics, 2002

Managing Power Consumption in Networks on Chip.

Tajana Simunic, Stephen P. Boyd

Proceedings of the 2002 Design, 2002

Low Power Embedded Software Optimization Using Symbolic Algebra.

Armita Peymandoust, Tajana Simunic, Giovanni De Micheli

Proceedings of the 2002 Design, 2002

Complex library mapping for embedded software using symbolic algebra.

Armita Peymandoust, Giovanni De Micheli, Tajana Simunic

Proceedings of the 39th Design Automation Conference, 2002

2001

Energy-efficient design of battery-powered embedded systems.

Tajana Simunic, Luca Benini, Giovanni De Micheli

IEEE Trans. Very Large Scale Integr. Syst., 2001

Event-driven power management.

Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2001

Dynamic Voltage Scaling and Power Management for Portable Systems.

Tajana Simunic, Luca Benini, Andrea Acquaviva, Peter W. Glynn, Giovanni De Micheli

Proceedings of the 38th Design Automation Conference, 2001

2000

Dynamic power management for portable systems.

Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli

Proceedings of the MOBICOM 2000, 2000

Source Code Optimization and Profiling of Energy Consumption in Embedded Systems.

Tajana Simunic, Giovanni De Micheli, Luca Benini, Mat Hans

Proceedings of the 13th International Symposium on System Synthesis, 2000

Energy efficient design of portable wireless systems.

Tajana Simunic, Haris Vikalo, Peter W. Glynn, Giovanni De Micheli

Proceedings of the 2000 International Symposium on Low Power Electronics and Design, 2000

Dynamic Power Management of Laptop Hard Disk.

Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli

Proceedings of the 2000 Design, 2000

Quantitative Comparison of Power Management Algorithms.

Yung-Hsiang Lu, Eui-Young Chung, Tajana Simunic, Giovanni De Micheli, Luca Benini

Proceedings of the 2000 Design, 2000

1999

Event-Driven Power Management of Portable Systems.

Tajana Simunic, Giovanni De Micheli, Luca Benini

Proceedings of the 12th International Symposium on System Synthesis, 1999

Cycle-Accurate Simulation of Energy Consumption in Embedded Systems.

Tajana Simunic, Luca Benini, Giovanni De Micheli

Proceedings of the 36th Conference on Design Automation, 1999

Software controlled power management.

Yung-Hsiang Lu, Tajana Simunic, Giovanni De Micheli

Proceedings of the Seventh International Workshop on Hardware/Software Codesign, 1999