Gadepally, Vijay
- From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference
2023/10/04 by Siddharth Samsi, Samsi, Siddharth, Dan Zhao +17 · 10 voices · 46 citations
#cs.CL #cs.DC
- The MIT Supercloud Dataset
2021/08/04 by Siddharth Samsi, Samsi, Siddharth, Matthew L Weiss +53 · 2 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG
- DBOS: A Proposal for a Data-Centric Operating System
2020/07/21 by Michael Cafarella, Cafarella, Michael, David DeWitt +13 · 4 voices
#cs.OS #cs.AR #cs.DB #cs.DC #cs.NI
- LLM Inference Serving: Survey of Recent Advances and Opportunities
2024/07/17 by Baolin Li, Li, Baolin, Yankai Jiang +5 · 9 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Benchmarking Resource Usage for Efficient Distributed Deep Learning
2022/01/28 by Nathan C. Frey, Frey, Nathan C., Baolin Li +15 · 2 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Lincoln AI Computing Survey (LAICS) Update
2023/10/13 by Albert Reuther, Peter Michaleas, Reuther, Albert +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #C.1.4 #C.4 #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Performance and Numerical Aspects of Decompositional Factorizations with FP64 Floating-Point Emulation in INT8
2025/09/28 by Piotr Luszczek, Piotr Łuszczek, Vijay Gadepally +42 · 2 voices · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Wireless Communication Techniques #Distributed and Parallel Computing Systems #FOS: Mathematics #Numerical Analysis (math.NA) #Parallel Computing and Optimization Techniques #math.NA
- Anonymized Network Sensing Graph Challenge
2024/09/12 by Hayden Jananthan, Jananthan, Hayden, Michael G. Jones +55 · 7 citations
Computer Science · #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Networking and Internet Architecture (cs.NI) #Performance (cs.PF) #Security in Wireless Sensor Networks #Software Engineering (cs.SE)
- Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud
2018/08/25 by Gadepally, Vijay, Kepner, Jeremy, Milechin, Lauren +14 · 2 citations
#Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Layer-Parallel Training with GPU Concurrency of Deep Residual Neural\n Networks via Nonlinear Multigrid
2020/07/14 by Andrew C. Kirby, Siddharth Samsi, Kirby, Andrew C. +9 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Medical Imaging and Analysis #Parallel Computing and Optimization Techniques
- Technical Report on Data Integration and Preparation
2021/03/02 by Rezig, El Kindi, Cafarella, Michael, Gadepally, Vijay · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Easy Acceleration with Distributed Arrays
2025/08/24 by Jeremy Kepner, Chansup Byun, Kepner, Jeremy +43 · 1 voice
Computer Science · #Computational Engineering #Distributed #FOS: Computer and information sciences #Finance #Mathematical Software (cs.MS) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC) #and Science (cs.CE) #cs.CE #cs.DC #cs.MS #cs.PF
- DBOS Network Sensing: A Web Services Approach to Collaborative Awareness
2025/09/11 by Sophia Lockton, Jeremy Kepner, Lockton, Sophia +59 · 2 voices
Computer Science · #Energy Efficient Wireless Sensor Networks #cs.CR #cs.DB #cs.DC #cs.NI #cs.OS
- SeeSaw: Interactive Ad-hoc Search Over Image Databases
2022/08/12 by Oscar Moll, Manuel Favela, Moll, Oscar +6 · 1 citation
Medicine · Computer Science · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Developing a Series of AI Challenges for the United States Department of the Air Force
2022/07/14 by Vijay Gadepally, Gregory Angelides, Gadepally, Vijay +81 · 1 citation
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computers and Society (cs.CY) #Data Quality and Management #FOS: Computer and information sciences #Scientific Computing and Data Management
- Zero Botnets: An Observe-Pursue-Counter Approach
2022/01/16 by Jeremy Kepner, Jonathan Bernays, Kepner, Jeremy +47 · 1 citation
Computer Science · Engineering · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Smart Grid Security and Resilience
- Realizing Forward Defense in the Cyber Domain
2021/10/04 by Pisharody, Sandeep, Bernays, Jonathan, Gadepally, Vijay +6 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Hypersparse Network Flow Analysis of Packets with GraphBLAS
2022/09/13 by Tyler Trigg, Chad R. Meiners, Trigg, Tyler +49 · 1 citation
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)