Akhil Arunkumar

According to our database, Akhil Arunkumar authored at least 14 papers between 2012 and 2024.

Collaborative distances:

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

2024

Keyformer: KV Cache reduction through key tokens selection for Efficient Generative Inference.

Muhammad Adnan, Akhil Arunkumar, Gaurav Jain, Prashant J. Nair, Ilya Soloveychik, Purushotham Kamath

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2019

Understanding the Future of Energy Efficiency in Multi-Module GPUs.

Akhil Arunkumar, Evgeny Bolotin, David W. Nellans, Carole-Jean Wu

Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

2018

Memory Subsystem Optimization Techniques for Modern High-Performance General-Purpose Processors.

Akhil Arunkumar

PhD thesis, 2018

DORA: Optimizing Smartphone Energy Efficiency and Web Browser Performance under Interference.

Davesh Shingari, Akhil Arunkumar, Benjamin Gaudette, Sarma B. K. Vrudhula, Carole-Jean Wu

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2018

LATTE-CC: Latency Tolerance Aware Adaptive Cache Compression Management for Energy Efficient GPUs.

Akhil Arunkumar, Shin-Ying Lee, Vignesh Soundararajan, Carole-Jean Wu

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

2017

Beyond the socket: NUMA-aware GPUs.

Ugljesa Milic, Oreste Villa, Evgeny Bolotin, Akhil Arunkumar, Eiman Ebrahimi, Aamer Jaleel, Alex Ramírez, David W. Nellans

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability.

Akhil Arunkumar, Evgeny Bolotin, Benjamin Y. Cho, Ugljesa Milic, Eiman Ebrahimi, Oreste Villa, Aamer Jaleel, Carole-Jean Wu, David W. Nellans

Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

2016

Using Low Cost Erasure and Error Correction Schemes to Improve Reliability of Commodity DRAM Systems.

Hsing Min Chen, Supreet Jeloka, Akhil Arunkumar, David T. Blaauw, Carole-Jean Wu, Trevor N. Mudge, Chaitali Chakrabarti

IEEE Trans. Computers, 2016

ID-cache: instruction and memory divergence based cache management for GPUs.

Akhil Arunkumar, Shin-Ying Lee, Carole-Jean Wu

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

2015

E-ECC: Low Power Erasure and Error Correction Schemes for Increasing Reliability of Commodity DRAM Systems.

Hsing Min Chen, Akhil Arunkumar, Carole-Jean Wu, Trevor N. Mudge, Chaitali Chakrabarti

Proceedings of the 2015 International Symposium on Memory Systems, 2015

CAWA: coordinated warp scheduling and cache prioritization for critical warp acceleration of GPGPU workloads.

Shin-Ying Lee, Akhil Arunkumar, Carole-Jean Wu

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

Characterization and Throttling-Based Mitigation of Memory Interference for Heterogeneous Smartphones.

Davesh Shingari, Akhil Arunkumar, Carole-Jean Wu

Proceedings of the 2015 IEEE International Symposium on Workload Characterization, 2015

2014

ReMAP: Reuse and memory access cost aware eviction policy for last level cache management.

Akhil Arunkumar, Carole-Jean Wu

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

2012

Estimating correlation for a real-time measure of connectivity.

Akhil Arunkumar, Ashish Panday, Bharat Joshi, Arun Ravindran, Hitten P. Zaveri

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012