Vijay Gadepally
Massachusetts Institute of Technology
H-index: 32
North America-United States
Top articles of Vijay Gadepally
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Teaching Network Traffic Matrices in an Interactive Game Environment | arXiv preprint arXiv:2404.14643 | Chasen Milner Hayden Jananthan Jeremy Kepner Vijay Gadepally Michael Jones | 2024/4/23 |
Toward Sustainable GenAI using Generation Directives for Carbon-Friendly Large Language Model Inference | arXiv preprint arXiv:2403.12900 | Baolin Li Yankai Jiang Vijay Gadepally Devesh Tiwari | 2024/3/19 |
Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28-September 1, 2023. | Rajesh Bordawekar Cinzia Cappiello Vasilis Efthymiou Lisa Ehrlinger Vijay Gadepally | 2023 | |
Deployment of Real-Time Network Traffic Analysis using GraphBLAS Hypersparse Matrices and D4M Associative Arrays | Michael Jones Jeremy Kepner Andrew Prout Timothy Davis William Arcand | 2023/9/25 | |
Lincoln AI Computing Survey (LAICS) Update | Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi | 2023/9/25 | |
Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems | Baolin Li Rohan Basu Roy Daniel Wang Siddharth Samsi Vijay Gadepally | 2023/11/12 | |
Focusing and Calibration of Large Scale Network Sensors using GraphBLAS Anonymized Hypersparse Matrices | Jeremy Kepner Michael Jones Phil Dykstra Chansup Byun Timothy Davis | 2023/9/25 | |
An Analysis of Energy Requirement for Computer Vision Algorithms | Daniel Edelman Siddharth Samsi Joseph McDonald Adam Michaleas Vijay Gadepally | 2023/9/25 | |
Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service | Baolin Li Siddharth Samsi Vijay Gadepally Devesh Tiwari | 2023/11/12 | |
Kairos: Building cost-efficient machine learning inference systems with heterogeneous cloud resources | Baolin Li Siddharth Samsi Vijay Gadepally Devesh Tiwari | 2023/8/7 | |
Mapping of Internet “Coastlines” via Large Scale Anonymized Network Source Correlations | Hayden Jananthan Jeremy Kepner Michael Jones William Arcand David Bestor | 2023/9/25 | |
Simple Data Architecture Best Practices for AI Readiness | Vijay Gadepally Jeremy Kepner | 2023/11/9 | |
Sustainable hpc: Modeling, characterization, and implications of carbon footprint in modern hpc systems | arXiv preprint arXiv:2306.13177 | Baolin Li Siddharth Samsi Vijay Gadepally Devesh Tiwari | 2023/6/22 |
From words to watts: Benchmarking the energy costs of large language model inference | Siddharth Samsi Dan Zhao Joseph McDonald Baolin Li Adam Michaleas | 2023/9/25 | |
Neural scaling of deep chemical models | Nature Machine Intelligence | Nathan C Frey Ryan Soklaski Simon Axelrod Siddharth Samsi Rafael Gomez-Bombarelli | 2023/11 |
Green carbon footprint for model inference serving via exploiting mixed-quality models and gpu partitioning | arXiv preprint arXiv:2304.09781 | Baolin Li Siddharth Samsi Vijay Gadepally Devesh Tiwari | 2023/4/19 |
pPython Performance Study | Chansup Byun William Arcand David Bestor Bill Bergeron Vijay Gadepally | 2023/9/25 | |
Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale | Dan Zhao Siddharth Samsi Joseph McDonald Baolin Li David Bestor | 2023/10/30 | |
SeeSaw: interactive ad-hoc search over image databases | Proceedings of the ACM on Management of Data | Oscar Moll Manuel Favela Samuel Madden Vijay Gadepally Michael Cafarella | 2023/12/12 |
Hypersparse network flow analysis of packets with graphblas | Tyler Trigg Chad Meiners Sandeep Pisharody Hayden Jananthan Michael Jones | 2022/9/19 |
