Murali Krishna Emani
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Accelerating scientific applications with sambanova reconfigurable dataflow architecture
M Emani, V Vishwanath, C Adams, ME Papka, R Stevens, L Florescu, ...
Computing in Science & Engineering 23 (2), 114-119, 2021
Smart, Adaptive Mapping of Parallelism in the Presence of External Workload
MK Emani, Z Wang, MFPO Boyle
Integrating algorithmic parameters into benchmarking and design space exploration in 3D scene understanding
B Bodin, L Nardi, MZ Zia, H Wagstaff, G Sreekar Shenoy, M Emani, ...
Proceedings of the 2016 International Conference on Parallel Architectures …, 2016
Celebrating Diversity: A Mixture of Experts Approach for Runtime Mapping in Dynamic Environments
MK Emani, M O'Boyle
36th ACM SIGPLAN conference on Programming Language Design and Implementation, 2015
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics
M Zvyagin, A Brace, K Hippe, Y Deng, B Zhang, CO Bohorquez, A Clyde, ...
The International Journal of High Performance Computing Applications 37 (6 …, 2023
EReinit: Scalable and Efficient Fault-Tolerance for Bulk-Synchronous MPI Applications
S Chakraborty, I Laguna, M Emani, K Mohror, D K. Panda, M Schulz, ...
ExaMPI: Workshop on Exascale MPI, 2017
Neural architecture search for transformers: A survey
KT Chitty-Venkata, M Emani, V Vishwanath, AK Somani
IEEE Access 10, 108374-108412, 2022
Bootstrapping parameter space exploration for fast tuning
JJ Thiagarajan, N Jain, R Anirudh, A Gimenez, R Sridhar, A Marathe, ...
Proceedings of the 2018 international conference on supercomputing, 385-395, 2018
Languages and compilers for parallel computing
C Ding, J Criswell, P Wu
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
S Farrell, M Emani, J Balma, L Drescher, A Drozd, A Fink, G Fox, D Kanter, ...
arXiv preprint arXiv:2110.11466, 2021
MELA: A visual analytics tool for studying multifidelity hpc system logs
FNU Shilpika, B Lusch, M Emani, V Vishwanath, ME Papka, KL Ma
2019 IEEE/ACM Industry/University Joint International Workshop on Data …, 2019
MPI Stages: checkpointing mpi state for bulk synchronous applications
N Sultana, A Skjellum, I Laguna, MS Farmer, K Mohror, M Emani
Proceedings of the 25th European MPI Users' Group Meeting, 1-11, 2018
Lm4hpc: Towards effective language model application in high-performance computing
L Chen, PH Lin, T Vanderbruggen, C Liao, M Emani, B de Supinski
International Workshop on OpenMP, 18-33, 2023
Is Data Placement Optimization Still Relevant On Newer GPUs?
MAS Bari, L Stoltzfus, PH Lin, C Liao, M Emani, B Chapman
A survey of techniques for optimizing transformer inference
KT Chitty-Venkata, S Mittal, M Emani, V Vishwanath, AK Somani
Journal of Systems Architecture, 102990, 2023
Machine learning guided optimal use of GPU unified memory
H Xu, M Emani, PH Lin, L Hu, C Liao
2019 IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC …, 2019
Neural Architecture Search Benchmarks: Insights and Survey
KT Chitty-Venkata, M Emani, V Vishwanath, AK Somani
IEEE Access 11, 25217-25236, 2023
Hpc ontology: Towards a unified ontology for managing training datasets and ai models for high-performance computing
C Liao, PH Lin, G Verma, T Vanderbruggen, M Emani, Z Nan, X Shen
2021 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2021
Intelligent resolution: Integrating cryo-em with ai-driven multi-resolution simulations to observe the sars-cov-2 replication-transcription machinery in action
A Trifan, D Gorgun, Z Li, A Brace, M Zvyagin, H Ma, A Clyde, D Clark, ...
bioRxiv, 2021.10. 09.463779, 2021
Hpcfair: Enabling fair ai for hpc applications
G Verma, M Emani, C Liao, PH Lin, T Vanderbruggen, X Shen, ...
2021 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2021
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