Murali Emani's picture

1

Murali Emani

memani

·

https://memani1.github.io

AI & ML interests

AI accelerators, Performance profiling, Optimization, Benchmarking, MLPerf HPC co-chair.

Organizations

authored 5 papers 3 months ago

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons

Paper • 2503.05731 • Published Feb 19 • 3

LM4HPC: Towards Effective Language Model Application in High-Performance Computing

Paper • 2306.14979 • Published Jun 26, 2023

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16 • 7

MoE-Inference-Bench: Performance Evaluation of Mixture of Expert Large Language and Vision Models

Paper • 2508.17467 • Published Aug 24

PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference

Paper • 2509.04377 • Published Sep 4

authored 2 papers 12 months ago

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

Paper • 2310.04610 • Published Oct 6, 2023 • 1

Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study

Paper • 2211.02092 • Published Nov 3, 2022