Somali Chaterji

According to our database, Somali Chaterji authored at least 51 papers between 2014 and 2023.

Collaborative distances:

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

2023

Virtuoso: Energy- and Latency-aware Streamlining of Streaming Videos on Systems-on-Chips.

Jayoung Lee, Pengcheng Wang, Ran Xu, Sarthak Jain, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji

ACM Trans. Design Autom. Electr. Syst., 2023

How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's at Stake.

Atul Sharma, Joshua C. Zhao, Wei Chen, Qiang Qiu, Saurabh Bagchi, Somali Chaterji

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

FLAIR: Defense against Model Poisoning Attack in Federated Learning.

Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Saurabh Bagchi, Somali Chaterji

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients.

Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi

ACM Trans. Sens. Networks, 2022

WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows.

Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji

Proc. ACM Meas. Anal. Comput. Syst., 2022

Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing.

Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji

BMC Bioinform., 2022

ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs.

Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, Saurabh Bagchi

Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

KRATOS: Context-Aware Cell Type Classification and Interpretation using Joint Dimensionality Reduction and Clustering.

Zihan Zhou, Zijia Du, Somali Chaterji

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs.

Ran Xu, Jayoung Lee, Pengcheng Wang, Saurabh Bagchi, Yin Li, Somali Chaterji

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles.

Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Lattice: A Vision for Machine Learning, Data Engineering, and Policy Considerations for Digital Agriculture at Scale.

Somali Chaterji, Nathan DeLay, John Evans, Nathan Mosier, Bernard Engel, Dennis Buckmaster, Michael Ladisch, Ranveer Chandra

IEEE Open J. Comput. Soc., 2021

Hybrid Low-Power Wide-Area Mesh Network for IoT Applications.

Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi

IEEE Internet Things J., 2021

Virtuoso: Video-based Intelligence for real-time tuning on SOCs.

Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji

CoRR, 2021

ORPHEUS: Living Labs for End-to-End Data Infrastructures for Digital Agriculture.

Pengcheng Wang, Edgardo Barsallo Yi, Tomas Ratkus, Somali Chaterji

CoRR, 2021

TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks.

Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Somali Chaterji, Saurabh Bagchi

CoRR, 2021

Federated Action Recognition on Heterogeneous Embedded Devices.

Pranjal Jain, Shreyas Goenka, Saurabh Bagchi, Biplab Banerjee, Somali Chaterji

CoRR, 2021

Ambrosia: Reduction in Data Transfer from Sensor to Server for Increased Lifetime of IoT Sensor Nodes.

Shikhar Suryavansh, Abu Benna, Chris Guest, Somali Chaterji

CoRR, 2021

Simultaneous learning of individual microRNA-gene interactions and regulatory comodules.

Michael A. Roth, Pranjal Jain, Jinkyu Koo, Somali Chaterji

BMC Bioinform., 2021

SONIC: Application-aware Data Passing for Chained Serverless Applications.

Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention.

Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji

Proceedings of the EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, 2021

Persistent Airborne Surveillance using Semi-Autonomous Drone swarms.

Akhil Bandarupalli, Dhruv Swarup, Noah Weston, Somali Chaterji

Proceedings of the DroNet@MobiSys '21: Proceedings of the 7th Workshop on Micro Aerial Vehicle Networks, 2021

2020

Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures.

Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Henry Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari

IEEE Open J. Comput. Soc., 2020

Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges.

Somali Chaterji, Nathan DeLay, John Evans, Nathan Mosier, Bernard Engel, Dennis Buckmaster, Ranveer Chandra

CoRR, 2020

Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap.

Somali Chaterji, Parinaz Naghizadeh, Muhammad Ashraful Alam, Saurabh Bagchi, Mung Chiang, David Corman, Brian J. Henz, Suman Jana, Na Li, Shaoshuai Mou, Meeko Oishi, Chunyi Peng, Tiark Rompf, Ashutosh Sabharwal, Shreyas Sundaram, James Weimer, Jennifer Weller

CoRR, 2020

OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud.

Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

ApproxDet: content and contention-aware approximate object detection for mobiles.

Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads.

Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures.

Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Hank Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari

CoRR, 2019

AIKYATAN: mapping distal regulatory elements using convolutional learning on GPU.

Chih-Hao Fang, Nawanol Theera-Ampornpunt, Michael A. Roth, Ananth Grama, Somali Chaterji

BMC Bioinform., 2019

MG-RAST version 4 - lessons learned from a decade of low-budget ultra-high-throughput metagenome analysis.

Folker Meyer, Saurabh Bagchi, Somali Chaterji, Wolfgang Gerlach, Ananth Grama, Travis Harrison, Tobias Paczian, William L. Trimble, Andreas Wilke

Briefings Bioinform., 2019

Federation in genomics pipelines: techniques and challenges.

Somali Chaterji, Jinkyu Koo, Ninghui Li, Folker Meyer, Ananth Grama, Saurabh Bagchi

Briefings Bioinform., 2019

SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads.

Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Panel 3 Position Paper: Blockchain can be the Backbone of India's Economy.

Manish Nagaraj, Somali Chaterji

Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

Panel 2 Position Paper: AI could Solve the World's Healthcare Problems and that too at Scale!

Somali Chaterji

Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

Panel 1 Position Paper: Man versus Machines-Humans Need Not Apply.

Somali Chaterji

Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

2018

A Distributed Classifier for MicroRNA Target Prediction with Validation Through TCGA Expression Data.

Asish Ghoshal, Jinyi Zhang, Michael A. Roth, Kevin Muyuan Xia, Ananth Y. Grama, Somali Chaterji

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models.

Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji

CoRR, 2018

Minerva: A reinforcement learning-based technique for optimal scheduling and bottleneck detection in distributed factory operations.

Tara Elizabeth Thomas, Jinkyu Koo, Somali Chaterji, Saurabh Bagchi

Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

2017

MAAT: Multi-Stage Attack Attribution in Enterprise Systems using Software Defined Networks.

Subramaniyam Kannan, Paul Wood, Somali Chaterji, Saurabh Bagchi, Larry Deatrick, Patricia Beane

EAI Endorsed Trans. Security Safety, 2017

TopHat : Topology-Based Host-Level Attribution for Multi-stage Attacks in Enterprise Systems Using Software Defined Networks.

Subramaniyam Kannan, Paul Wood, Larry Deatrick, Patricia Beane, Somali Chaterji, Saurabh Bagchi

Proceedings of the Security and Privacy in Communication Networks, 2017

Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads.

Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017

Suitability of NoSQL systems - Cassandra and ScyllaDB - For IoT workloads.

Ashraf Mahgoub, Sachandhan Ganesh, Folker Meyer, Ananth Grama, Somali Chaterji

Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

Prediction of enhancer RNA activity levels from ChIP-seq-derived histone modification combinatorial codes.

Nawanol Theera-Ampornpunt, Somali Chaterji

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Scalable Genomic Assembly through Parallel <i>de Bruijn</i> Graph Construction for Multiple K-mers.

Kanak Mahadik, Christopher Wright, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016

The MG-RAST metagenomics database and portal in 2015.

Andreas Wilke, Jared Bischof, Wolfgang Gerlach, Elizabeth M. Glass, Travis Harrison, Kevin P. Keegan, Tobias Paczian, William L. Trimble, Saurabh Bagchi, Ananth Grama, Somali Chaterji, Folker Meyer

Nucleic Acids Res., 2016

Opening up the blackbox: an interpretable deep neural network-based classifier for cell-type specific enhancer predictions.

Seong Gon Kim, Nawanol Theera-Ampornpunt, Chih-Hao Fang, Mrudul Harwani, Ananth Grama, Somali Chaterji

BMC Syst. Biol., 2016

SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications.

Kanak Mahadik, Christopher Wright, Jinyi Zhang, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji

Proceedings of the 2016 International Conference on Supercomputing, 2016

Fast training on large genomics data using distributed Support Vector Machines.

Nawanol Theera-Ampornpunt, Seong Gon Kim, Asish Ghoshal, Saurabh Bagchi, Ananth Grama, Somali Chaterji

Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

2015

Interpretable deep neural networks for enhancer prediction.

Seong Gon Kim, Nawanol Theera-Ampornpunt, Ananth Grama, Somali Chaterji

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

An ensemble SVM model for the accurate prediction of non-canonical MicroRNA targets.

Asish Ghoshal, Ananth Grama, Saurabh Bagchi, Somali Chaterji

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2014

Orion: Scaling Genomic Sequence Matching with Fine-Grained Parallelization.

Kanak Mahadik, Somali Chaterji, Bowen Zhou, Milind Kulkarni, Saurabh Bagchi

Proceedings of the International Conference for High Performance Computing, 2014