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Presenter

Venkatram Vishwanath
Argonne National Laboratory (ANL)
Biography
Venkatram Vishwanath is a computer scientist at Argonne National Laboratory. He is the Data Science Team Lead at the Argonne leadership computing facility (ALCF). His current focus is on algorithms, system software, and workflows to facilitate data-centric applications on supercomputing systems. His interests include scientific applications, supercomputing architectures, parallel algorithms and runtimes, scalable analytics and collaborative workspaces. He has received best papers awards at venues including HPDC and LDAV, and a Gordon Bell finalist. Vishwanath received his Ph.D. in computer science from the University of Illinois at Chicago in 2009.
Presentations
Workshop
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Online Only
Machine Learning and Artificial Intelligence
W
Paper
AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data
Algorithms
Applications
Performance
TP
Birds of a Feather
Two Worlds Collide: Traditional HPC Simulation and the Modern AI/Machine Learning Stack
Online Only
Computational Science
Machine Learning and Artificial Intelligence
TP
XO / EX
ACM Gordon Bell Finalist
Awards Presentation
Intelligent Resolution: Integrating Cryo-EM with AI-Driven Multi-Resolution Simulations to Observe the SARS-CoV-2 Replication-Transcription Machinery in Action
AI-HPC Convergence
Computational Science
Extreme Scale Comptuing
Performance
Scientific Computing
TP
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