Esha Choukse - Google Scholar
In 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) PA Misra, I Manousakis, E Choukse, M Jalili, Í Goiri, A Raniwala, ... Bit-Plane Compression: Transforming...
Esha Choukse, Azure Research - Systems - microsoft.com
I received my PhD in 2019 from the University of Texas at Austin, with a thesis on main memory compression for higher effective capacity and bandwidth. I am generally interested in hardware-software co-design for systems challenges. I am a Researcher in the Azure Research- …
Esha Choukse - Microsoft - LinkedIn
View Esha Choukse’s profile on LinkedIn, a professional community of 1 billion members.
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ESHA CHOUKSE - Home
Currently, I am working at Microsoft as a Senior Researcher in the Azure Systems Research Group in Redmond, WA. My focus is on efficient deployment of LLMs in cloud. I am working both at the model serving level, as well as the backend infrastructure and hardware level. Powered by Create your own unique website with customizable templates.
[2408.00741] DynamoLLM: Designing LLM Inference Clusters for ...
2024年8月1日 · To address these challenges, we propose DynamoLLM, the first energy-management framework for LLM inference environments. DynamoLLM automatically and dynamically reconfigures the inference cluster to optimize for energy and cost of LLM serving under the service's performance SLOs.
Esha Choukse | IEEE Xplore Author Details
Esha Choukse is a researcher at Microsoft Research, Redmond, WA, 98052, USA. Choukse received a Ph.D. degree in electrical engineering from the University of Texas at Austin, Austin, TX, USA. Contact her at [email protected].
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ESHA CHOUKSE
Published in International Symposium on Microarchitecture (MICRO) 2018. Authors: Esha Choukse (UT Austin), Mattan Erez (UT Austin), Alaa Alameldeen (Intel Labs) Methodology for choosing better representative regions of workloads for studies that require data-representativeness. Published in IEEE Computer Architecture Letters (CAL), July-Dec 2018.
News - ESHA CHOUKSE
June: Invited panelist for the "Undergrads in Computer Architecture" panel at ISCA 2021. April: Served on the Program Committee for ICPP 2021. April: Served as the Co-Chair for Special Sessions and Tutorials at ICCD 2021. January: Served on the Program Committee for ISCA 2021.
Esha Choukse - dblp
Amey Agrawal, Junda Chen, Íñigo Goiri, Ramachandran Ramjee, Chaojie Zhang, Alexey Tumanov, Esha Choukse: Mnemosyne: Parallelization Strategies for Efficiently Serving Multi-Million Context Length LLM Inference Requests Without Approximations.
Esha Choukse - Semantic Scholar
Semantic Scholar profile for Esha Choukse, with 25 highly influential citations and 11 scientific research papers.