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 (MEMSYS, 2015)

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 (PACT, 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 (PACT, 2016)

Measuring and modeling on-chip interconnect power on real hardware. - Vignesh Adhinarayanan; Indrani Paul; Joseph L. Greathouse; Wei Huang 004; Ashutosh Pattnaik; Wu-chun Feng (IISWC, 2016)

Exploiting Core Criticality for Enhanced GPU Performance. - Adwait Jog; Onur Kayiran; Ashutosh Pattnaik; Mahmut T. Kandemir; Onur Mutlu; Ravishankar R. Iyer 001; Chita R. Das (SIGMETRICS, 2016)

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 (HPCA, 2017)

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)

Opportunistic computing in GPU architectures. - Ashutosh Pattnaik; Xulong Tang; Onur Kayiran; Adwait Jog; Asit K. Mishra; Mahmut T. Kandemir; Anand Sivasubramaniam; Chita R. Das (ISCA, 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 (MEMSYS, 2019)

Distilling the Essence of Raw Video to Reduce Memory Usage and Energy at Edge Devices. - Haibo Zhang 005; Shulin Zhao 001; Ashutosh Pattnaik; Mahmut T. Kandemir; Anand Sivasubramaniam; Chita R. Das (MICRO, 2019)

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 (ISCA, 2020)

ScaleDNN: Data Movement Aware DNN Training on Multi-GPU. - Weizheng Xu; Ashutosh Pattnaik; Geng Yuan; Yanzhi Wang; Youtao Zhang; Xulong Tang (ICCAD, 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)

Towards SLO-Compliant and Cost-Effective Serverless Computing on Emerging GPU Architectures. - Vivek M. Bhasi; Aakash Sharma; Rishabh Jain; Jashwant Raj Gunasekaran; Ashutosh Pattnaik; Mahmut Taylan Kandemir; Chita R. Das (Middleware, 2024)