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Murali Krishna Emani

Observed names: Emani, Murali, M. K. Emani, Murali Emani
Observed institutions: Argonne National Laboratory, Lawrence Livermore National Laboratory, Office of Scientific and Technical Information, National Technical Information Service, Argonne Leadership Computing Facility, Washington State University, University of Edinburgh
ORCID: 0000-0002-6279-0007
Observed ORCID: 0000-0002-6279-0007
OpenAlex ID: A5014448094
A survey of techniques for optimizing transformer inference
2023 · Krishna Teja Chitty-Venkata, Sparsh Mittal, et al. · Journal of Systems Architecture · 154
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics
2023 · Maxim Zvyagin, Alexander Brace, et al. · The International Journal of High Performance Computing Applications · 121
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Neural Architecture Search for Transformers: A Survey
2022 · Krishna Teja Chitty-Venkata, Murali Emani, et al. · IEEE Access · 118
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FAIR for AI: An interdisciplinary and international community building perspective
2023 · E. A. Huerta, Ben Blaiszik, et al. · Scientific Data · 93
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Neural Architecture Search Benchmarks: Insights and Survey
2023 · Krishna Teja Chitty-Venkata, Murali Emani, et al. · IEEE Access · 64
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Accelerating Scientific Applications With SambaNova Reconfigurable Dataflow Architecture
2021 · Murali Emani, Venkatram Vishwanath, et al. · Computing in Science & Engineering · 61
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Smart, adaptive mapping of parallelism in the presence of external workload
2013 · M. K. Emani, Zheng Wang, et al. · Proceedings of the CGO/Proceedings of the ... CGO · 61
HPC-GPT: Integrating Large Language Model for High-Performance Computing
2023 · Xianzhong Ding, Le Chen, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 57
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Integrating Algorithmic Parameters into Benchmarking and Design Space Exploration in 3D Scene Understanding
2016 · Bruno Bodin, Luigi Nardi, et al. · International Conference on Parallel Architectures and Compilation Techniques (PACT) · 45
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MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
2021 · Steven Farrell, Murali Emani, et al. · Workshop on Machine Learning in HPC Environments · 41
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators
2024 · Krishna Teja Chitty-Venkata, Siddhisanket Raskar, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 40
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LM4HPC: Towards Effective Language Model Application in High-Performance Computing
2023 · Le Chen, Pei-Hung Lin, et al. · Lecture notes in computer science · 37
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Celebrating diversity: a mixture of experts approach for runtime mapping in dynamic environments
2015 · Murali Krishna Emani, Michael O'Boyle · ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI) · 33
Bootstrapping Parameter Space Exploration for Fast Tuning
2018 · Jayaraman J. Thiagarajan, Nikhil Jain, et al. · International Conference on Supercomputing · 32
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A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads
2022 · Murali Emani, Zhen Xie, et al. · IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) · 31
Data Race Detection Using Large Language Models
2023 · Le Chen, Xianzhong Ding, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 20
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MELA: A Visual Analytics Tool for Studying Multifidelity HPC System Logs
2019 · FNU Shilpika, Bethany Lusch, et al. · 19
ER einit : Scalable and efficient fault‐tolerance for bulk‐synchronous MPI applications
2018 · Sourav Chakraborty, Ignacio Laguna, et al. · Concurrency and Computation Practice and Experience · 19
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HPC Ontology: Towards a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing
2021 · Chunhua Liao, Pei-Hung Lin, et al. · Workshop on Machine Learning in HPC Environments · 18
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Machine Learning Guided Optimal Use of GPU Unified Memory
2019 · Hailu Xu, Murali Emani, et al. · IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC) · 14
AI-coupled HPC Workflow Applications, Middleware and Performance
2026 · Wesley Brewer, Ana Gainaru, et al. · ACM Computing Surveys · 12
HPCFAIR: Enabling FAIR AI for HPC Applications
2021 · Gaurav Verma, Murali Emani, et al. · Workshop on Machine Learning in HPC Environments · 12
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AI Benchmarking for Science: Efforts from the MLCommons Science Working Group
2022 · Jeyan Thiyagalingam, Gregor von Laszewski, et al. · Lecture notes in computer science · 11
Stream-AI-MD
2021 · Alexander Brace, Michael Salim, et al. · Platform for Advanced Scientific Computing Conference (PASC) · 10
MPI Stages
2018 · Nawrin Sultana, Anthony Skjellum, et al. · European MPI Users' Group Meeting (EuroMPI) · 10
Works count: 90
Citation count: 1,296
H-index: 18
I10-index: 25
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