Ashutosh Pattnaik

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 13

Top Topics

Feedforward Artificial Neural Networks

Power Management

Hardware Design

Top Venues

Publications

Anup Sarma, Sonali Singh, Huaipan Jiang, Ashutosh Pattnaik, Asit K. Mishra, Vijaykrishnan Narayanan, Mahmut T. Kandemir, Chita R. Das
Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs. CoRR (2021)
Weizheng Xu, Ashutosh Pattnaik, Geng Yuan, Yanzhi Wang, Youtao Zhang, Xulong Tang
ScaleDNN: Data Movement Aware DNN Training on Multi-GPU. ICCAD (2021)
Sonali Singh, Anup Sarma, Nicholas Jao, Ashutosh Pattnaik, Sen Lu, Kezhou Yang, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das
NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs. ISCA (2020)
Haibo Zhang, Shulin Zhao, Ashutosh Pattnaik, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das
Distilling the Essence of Raw Video to Reduce Memory Usage and Energy at Edge Devices. MICRO (2019)
Anup Sarma, Huaipan Jiang, Ashutosh Pattnaik, Jagadish Kotra, Mahmut Taylan Kandemir, Chita R. Das
CASH: compiler assisted hardware design for improving DRAM energy efficiency in CNN inference. MEMSYS (2019)
Xulong Tang, Ashutosh Pattnaik, Onur Kayiran, Adwait Jog, Mahmut Taylan Kandemir, Chita R. Das
Quantifying Data Locality in Dynamic Parallelism in GPUs. SIGMETRICS (Abstracts) (2019)
Ashutosh Pattnaik, Xulong Tang, Onur Kayiran, Adwait Jog, Asit K. Mishra, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das
Opportunistic computing in GPU architectures. ISCA (2019)
Xulong Tang, Ashutosh Pattnaik, Onur Kayiran, Adwait Jog, Mahmut Taylan Kandemir, Chita R. Das
Quantifying Data Locality in Dynamic Parallelism in GPUs. Proc. ACM Meas. Anal. Comput. Syst. 2 (3) (2018)
Xulong Tang, Ashutosh Pattnaik, Huaipan Jiang, Onur Kayiran, Adwait Jog, Sreepathi Pai, Mohamed Assem Ibrahim, Mahmut T. Kandemir, Chita R. Das
Controlled Kernel Launch for Dynamic Parallelism in GPUs. HPCA (2017)
Onur Kayiran, Adwait Jog, Ashutosh Pattnaik, Rachata Ausavarungnirun, Xulong Tang, Mahmut T. Kandemir, Gabriel H. Loh, Onur Mutlu, Chita R. Das
μC-States: Fine-grained GPU Datapath Power Management. PACT (2016)
Vignesh Adhinarayanan, Indrani Paul, Joseph L. Greathouse, Wei Huang, Ashutosh Pattnaik, Wu-chun Feng
Measuring and modeling on-chip interconnect power on real hardware. IISWC (2016)
Adwait Jog, Onur Kayiran, Ashutosh Pattnaik, Mahmut T. Kandemir, Onur Mutlu, Ravishankar R. Iyer, Chita R. Das
Exploiting Core Criticality for Enhanced GPU Performance. SIGMETRICS (2016)
Ashutosh Pattnaik, Xulong Tang, Adwait Jog, Onur Kayiran, Asit K. Mishra, Mahmut T. Kandemir, Onur Mutlu, Chita R. Das
Scheduling Techniques for GPU Architectures with Processing-In-Memory Capabilities. PACT (2016)
Adwait Jog, Onur Kayiran, Tuba Kesten, Ashutosh Pattnaik, Evgeny Bolotin, Niladrish Chatterjee, Stephen W. Keckler, Mahmut T. Kandemir, Chita R. Das
Anatomy of GPU Memory System for Multi-Application Execution. MEMSYS (2015)