Ashutosh Pattnaik

According to our database, Ashutosh Pattnaik authored at least 13 papers between 2015 and 2021.

Collaborative distances:

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

2021

Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs.

Anup Sarma, Sonali Singh, Huaipan Jiang, Ashutosh Pattnaik, Asit K. Mishra, Vijaykrishnan Narayanan, Mahmut T. Kandemir, Chita R. Das

CoRR, 2021

ScaleDNN: Data Movement Aware DNN Training on Multi-GPU.

Weizheng Xu, Ashutosh Pattnaik, Geng Yuan, Yanzhi Wang, Youtao Zhang, Xulong Tang

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

2020

NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs.

Sonali Singh, Anup Sarma, Nicholas Jao, Ashutosh Pattnaik, Sen Lu, Kezhou Yang, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

2019

Distilling the Essence of Raw Video to Reduce Memory Usage and Energy at Edge Devices.

Haibo Zhang, Shulin Zhao, Ashutosh Pattnaik, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

CASH: compiler assisted hardware design for improving DRAM energy efficiency in CNN inference.

Anup Sarma, Huaipan Jiang, Ashutosh Pattnaik, Jagadish Kotra, Mahmut Taylan Kandemir, Chita R. Das

Proceedings of the International Symposium on Memory Systems, 2019

Opportunistic computing in GPU architectures.

Ashutosh Pattnaik, Xulong Tang, Onur Kayiran, Adwait Jog, Asit K. Mishra, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das

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

2018

Quantifying Data Locality in Dynamic Parallelism in GPUs.

Xulong Tang, Ashutosh Pattnaik, Onur Kayiran, Adwait Jog, Mahmut Taylan Kandemir, Chita R. Das

Proc. ACM Meas. Anal. Comput. Syst., 2018

2017

Controlled Kernel Launch for Dynamic Parallelism in GPUs.

Xulong Tang, Ashutosh Pattnaik, Huaipan Jiang, Onur Kayiran, Adwait Jog, Sreepathi Pai, Mohamed Assem Ibrahim, Mahmut T. Kandemir, Chita R. Das

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

2016

Exploiting Core Criticality for Enhanced GPU Performance.

Adwait Jog, Onur Kayiran, Ashutosh Pattnaik, Mahmut T. Kandemir, Onur Mutlu, Ravishankar R. Iyer, Chita R. Das

Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

Measuring and modeling on-chip interconnect power on real hardware.

Vignesh Adhinarayanan, Indrani Paul, Joseph L. Greathouse, Wei Huang, Ashutosh Pattnaik, Wu-chun Feng

Proceedings of the 2016 IEEE International Symposium on Workload Characterization, 2016

Scheduling Techniques for GPU Architectures with Processing-In-Memory Capabilities.

Ashutosh Pattnaik, Xulong Tang, Adwait Jog, Onur Kayiran, Asit K. Mishra, Mahmut T. Kandemir, Onur Mutlu, Chita R. Das

Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, 2016

μC-States: Fine-grained GPU Datapath Power Management.

Onur Kayiran, Adwait Jog, Ashutosh Pattnaik, Rachata Ausavarungnirun, Xulong Tang, Mahmut T. Kandemir, Gabriel H. Loh, Onur Mutlu, Chita R. Das

Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, 2016

2015

Anatomy of GPU Memory System for Multi-Application Execution.

Adwait Jog, Onur Kayiran, Tuba Kesten, Ashutosh Pattnaik, Evgeny Bolotin, Niladrish Chatterjee, Stephen W. Keckler, Mahmut T. Kandemir, Chita R. Das

Proceedings of the 2015 International Symposium on Memory Systems, 2015