Esha Choukse

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Slightly Higher

Power Management

Top Venues

IEEE Comput. Archit. Lett.

Publications

Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini
Splitwise: Efficient Generative LLM Inference Using Phase Splitting. ISCA (2024)
Jaylen Wang, Daniel S. Berger, Fiodar Kazhamiaka, Celine Irvene, Chaojie Zhang, Esha Choukse, Kali Frost, Rodrigo Fonseca, Brijesh Warrier, Chetan Bansal, Jonathan Stern, Ricardo Bianchini, Akshitha Sriraman
Designing Cloud Servers for Lower Carbon. ISCA (2024)
Jovan Stojkovic, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Josep Torrellas
Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference. CoRR (2024)
Jovan Stojkovic, Pulkit A. Misra, Íñigo Goiri, Sam Whitlock, Esha Choukse, Mayukh Das, Chetan Bansal, Jason Lee, Zoey Sun, Haoran Qiu, Reed Zimmermann, Savyasachi Samal, Brijesh Warrier, Ashish Raniwala, Ricardo Bianchini
SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud. ISCA (2024)
Enrique Saurez, Joshua Fried, Gohar Irfan Chaudhry, Esha Choukse, Íñigo Goiri, Sameh Elnikety, Adam Belay, Rodrigo Fonseca
Junctiond: Extending FaaS Runtimes with Kernel-Bypass. CoRR (2024)
Joshua Fried, Gohar Irfan Chaudhry, Enrique Saurez, Esha Choukse, Íñigo Goiri, Sameh Elnikety, Rodrigo Fonseca, Adam Belay
Making Kernel Bypass Practical for the Cloud with Junction. NSDI (2024)
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
Characterizing Power Management Opportunities for LLMs in the Cloud. ASPLOS (3) (2024)
Gagandeep Panwar, Muhammad Laghari, Esha Choukse, Xun Jian
DyLeCT: Achieving Huge-page-like Translation Performance for Hardware-compressed Memory. ISCA (2024)
Pratyush Patel, Zibo Gong, Syeda Rizvi, Esha Choukse, Pulkit A. Misra, Thomas Anderson, Akshitha Sriraman
Towards Improved Power Management in Cloud GPUs. IEEE Comput. Archit. Lett. 22 (2) (2023)
Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger
Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms. HotCarbon (2023)
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
POLCA: Power Oversubscription in LLM Cloud Providers. CoRR (2023)
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Aashaka Shah, Saeed Maleki, Ricardo Bianchini
Splitwise: Efficient generative LLM inference using phase splitting. CoRR (2023)
Pulkit A. Misra, Ioannis Manousakis, Esha Choukse, Majid Jalili, Iñigo Goiri, Ashish Raniwala, Brijesh Warrier, Husam Alissa, Bharath Ramakrishnan, Phillip Tuma, Christian Belady, Marcus Fontoura, Ricardo Bianchini
Overclocking in Immersion-Cooled Datacenters. IEEE Micro 42 (4) (2022)
Gagandeep Panwar, Muhammad Laghari, David Bears, Yuqing Liu, Chandler Jearls, Esha Choukse, Kirk W. Cameron, Ali Raza Butt, Xun Jian
Translation-optimized Memory Compression for Capacity. MICRO (2022)
Esha Choukse, Michael B. Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David W. Nellans, Stephen W. Keckler
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs. ISCA (2020)
Sangkug Lym, Esha Choukse, Siavash Zangeneh, Wei Wen, Sujay Sanghavi, Mattan Erez
PruneTrain: fast neural network training by dynamic sparse model reconfiguration. SC (2019)
Esha Choukse, Michael B. Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David W. Nellans, Stephen W. Keckler
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs. CoRR (2019)
Sangkug Lym, Esha Choukse, Siavash Zangeneh, Wei Wen, Mattan Erez, Sujay Shanghavi
PruneTrain: Gradual Structured Pruning from Scratch for Faster Neural Network Training. CoRR (2019)
Esha Choukse, Mattan Erez, Alaa R. Alameldeen
Compresso: Pragmatic Main Memory Compression. MICRO (2018)
Esha Choukse, Mattan Erez, Alaa R. Alameldeen
CompressPoints: An Evaluation Methodology for Compressed Memory Systems. IEEE Comput. Archit. Lett. 17 (2) (2018)
Jungrae Kim, Michael B. Sullivan, Esha Choukse, Mattan Erez
Bit-Plane Compression: Transforming Data for Better Compression in Many-Core Architectures. ISCA (2016)