Devesh Tiwari

172 papers A* 21A 53B 12C 2Misc 1Journal 47Unranked 36
YearRankTypeTitle / Venue / Authors
2026 A* conf
LowCarb: Carbon-Aware Scheduling of Serverless Functions.
HPCA
Rohan Basu Roy, Devesh Tiwari
2026 J jnl
RLHFless: Serverless Computing for Efficient RLHF.
CoRR
Rui Wei, Hanfei Yu, Shubham Jain, Yogarajan Sivakumar, Devesh Tiwari, Jian Li, Seung-Jong Park, Hao Wang
2026 J jnl
The Diminishing Returns of Early-Exit Decoding in Modern LLMs.
CoRR
Rui Wei, Rui Du, Hanfei Yu, Devesh Tiwari, Jian Li, Zhaozhuo Xu, Hao Wang
2025 A conf
Bringing Differential Privacy to HPC: Privacy-Preserving Transformations of HPC Traces.
HPDC
Ana Luisa Veroneze Solórzano, Rohan Basu Roy, Benjamin Schwaller, Sara Petra Walton, Jim M. Brandt, Devesh Tiwari
2025 — conf
DarwinGame: Playing Tournaments for Tuning Applications in Noisy Cloud Environments.
ASPLOS (1)
Rohan Basu Roy, Vijay Gadepally, Devesh Tiwari
2025 J jnl
DarwinGame: Playing Tournaments for Tuning Applications in Noisy Cloud Environments.
CoRR
Rohan Basu Roy, Vijay Gadepally, Devesh Tiwari
2025 — conf
ForgetMeNot: Understanding and Modeling the Impact of Forever Chemicals Toward Sustainable Large-Scale Computing.
SIGMETRICS (Abstracts)
Rohan Basu Roy, Raghavendra Kanakagiri, Yankai Jiang, Devesh Tiwari
2025 J jnl
ForgetMeNot: Understanding and Modeling the Impact of Forever Chemicals Toward Sustainable Large-Scale Computing.
CoRR
Rohan Basu Roy, Raghavendra Kanakagiri, Yankai Jiang, Devesh Tiwari
2025 J jnl
ForgetMeNot: Understanding and Modeling the Impact of Forever Chemicals Toward Sustainable Large-Scale Computing.
Proc. ACM Meas. Anal. Comput. Syst.
Rohan Basu Roy, Raghavendra Kanakagiri, Yankai Jiang, Devesh Tiwari
2025 A conf
GreenMix: Energy-Efficient Serverless Computing via Randomized Sketching on Asymmetric Multi-Cores.
SC
Rohan Basu Roy, Tirthak Patel, Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2025 B conf
HotSwap: Enabling Live Dependency Sharing in Serverless Computing.
CLOUD
Rui Li, Devesh Tiwari, Gene Cooperman
2025 — conf
Multi-Agent Reinforcement Learning with Serverless Computing.
SoCC
Rui Wei, Hanfei Yu, Xikang Song, Jian Li, Devesh Tiwari, Ying Mao, Hao Wang
2025 J jnl
ObliQ: Solving Quadratic Unconstrained Binary Optimization Problems on Real Photonic Quantum Machines.
Proc. ACM Meas. Anal. Comput. Syst.
Aditya Ranjan, Daniel Silver, Tirthak Patel, Bhargav Chickmagalurnanjun, Devesh Tiwari
2025 A conf
OpaQue: Program Output Obfuscation for Quantum Software Circuits in Quantum Clouds.
ICS
Tirthak Patel, Aditya Ranjan, Daniel Silver, Harshitta Gandhi, William Cutler, Devesh Tiwari
2025 A conf
ThirstyFLOPS: Water Footprint Modeling and Analysis Toward Sustainable HPC Systems.
SC
Yankai Jiang, Raghavendra Kanakagiri, Rohan Basu Roy, Devesh Tiwari
2025 J jnl
ThirstyFLOPS: Water Footprint Modeling and Analysis Toward Sustainable HPC Systems.
CoRR
Yankai Jiang, Raghavendra Kanakagiri, Rohan Basu Roy, Devesh Tiwari
2025 B conf
WaterWise: Co-optimizing Carbon- and Water-Footprint Toward Environmentally Sustainable Cloud Computing.
PPoPP
Yankai Jiang, Rohan Basu Roy, Raghavendra Kanakagiri, Devesh Tiwari
2025 J jnl
WaterWise: Co-optimizing Carbon- and Water-Footprint Toward Environmentally Sustainable Cloud Computing.
CoRR
Yankai Jiang, Rohan Basu Roy, Raghavendra Kanakagiri, Devesh Tiwari
2024 — conf
An improved SSH optimization model for wireless security in Complex networks.
ICCCNT
Sheetal Temara, Devesh Tiwari, M. Vivek Kumar, Aditya Verma, Rishi Prakash Shukla, Jeyanthi P
2024 J jnl
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations.
CoRR
Francieli Boito, Jim M. Brandt, Valeria Cardellini, Philip H. Carns, Florina M. Ciorba, Hilary Egan, Ahmed Eleliemy, Ann C. Gentile, Thomas Gruber, Jeff Hanson, Utz-Uwe Haus, Kevin A. Huck, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto
2024 — conf
CodeCrunch: Improving Serverless Performance via Function Compression and Cost-Aware Warmup Location Optimization.
ASPLOS (1)
Rohan Basu Roy, Tirthak Patel, Rohan Garg, Devesh Tiwari
2024 A conf
EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing.
SC
Yankai Jiang, Rohan Basu Roy, Baolin Li, Devesh Tiwari
2024 J jnl
EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing.
CoRR
Yankai Jiang, Rohan Basu Roy, Baolin Li, Devesh Tiwari
2024 A conf
Interpretable Analysis of Production GPU Clusters Monitoring Data via Association Rule Mining.
IPDPS
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2024 — conf
Investigating the Ability of AI Algorithms to Optimize Data Access Processes.
ICCCNT
Sheetal Temara, M. Vivek Kumar, Devesh Tiwari, Aditya Verma, Rishi Prakash Shukla, Jeyanthi P
2024 — conf
LLM Inference Serving: Survey of Recent Advances and Opportunities.
HPEC
Baolin Li, Yankai Jiang, Vijay Gadepally, Devesh Tiwari
2024 J jnl
LLM Inference Serving: Survey of Recent Advances and Opportunities.
CoRR
Baolin Li, Yankai Jiang, Vijay Gadepally, Devesh Tiwari
2024 A conf
LexiQL: Quantum Natural Language Processing on NISQ-era Machines.
SC
Daniel Silver, Aditya Ranjan, Rakesh Achutha, Tirthak Patel, Devesh Tiwari
2024 J jnl
Nitro: Boosting Distributed Reinforcement Learning with Serverless Computing.
Proc. VLDB Endow.
Hanfei Yu, Jacob Carter, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park
2024 J jnl
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines.
CoRR
Daniel Silver, Tirthak Patel, Aditya Ranjan, William Cutler, Devesh Tiwari
2024 — conf
PULSE: Using Mixed-Quality Models for Reducing Serverless Keep-Alive Cost.
SC Workshops
Kausalya Sankaranarayanan, Rohan Basu Roy, Devesh Tiwari
2024 — conf
ProxiML: Building Machine Learning Classifiers for Photonic Quantum Computing.
ASPLOS (3)
Aditya Ranjan, Tirthak Patel, Daniel Silver, Harshitta Gandhi, Devesh Tiwari
2024 J jnl
Qompose: A Technique to Select Optimal Algorithm- Specific Layout for Neutral Atom Quantum Architectures.
CoRR
Daniel Silver, Tirthak Patel, Devesh Tiwari
2024 — conf
RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing.
ASPLOS (1)
Hanfei Yu, Rohan Basu Roy, Christian Fontenot, Devesh Tiwari, Jian Li, Hong Zhang, Hao Wang, Seung-Jong Park
2024 A* conf
Sprout: Green Generative AI with Carbon-Efficient LLM Inference.
EMNLP
Baolin Li, Yankai Jiang, Vijay Gadepally, Devesh Tiwari
2024 — conf
StarShip: Mitigating I/O Bottlenecks in Serverless Computing for Scientific Workflows.
SIGMETRICS/Performance (Abstracts)
Rohan Basu Roy, Devesh Tiwari
2024 J jnl
StarShip: Mitigating I/O Bottlenecks in Serverless Computing for Scientific Workflows.
Proc. ACM Meas. Anal. Comput. Syst.
Rohan Basu Roy, Devesh Tiwari
2024 A conf
Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing.
SC
Hanfei Yu, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park
2024 J jnl
Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale.
CoRR
Dan Zhao, Siddharth Samsi, Joseph McDonald, Baolin Li, David Bestor, Michael Jones, Devesh Tiwari, Vijay Gadepally
2024 — conf
The Hidden Carbon Footprint of Serverless Computing.
SoCC
Rohan Basu Roy, Raghavendra Kanakagiri, Yankai Jiang, Devesh Tiwari
2024 J jnl
The globus compute dataset: An open function-as-a-service dataset from the edge to the cloud.
Future Gener. Comput. Syst.
André Bauer, Haochen Pan, Ryan Chard, Yadu N. Babuji, Josh Bryan, Devesh Tiwari, Ian T. Foster, Kyle Chard
2024 J jnl
Toward Sustainable GenAI using Generation Directives for Carbon-Friendly Large Language Model Inference.
CoRR
Baolin Li, Yankai Jiang, Vijay Gadepally, Devesh Tiwari
2024 A conf
Toward Sustainable HPC: In-Production Deployment of Incentive-Based Power Efficiency Mechanism on the Fugaku Supercomputer.
SC
Ana Luisa Veroneze Solórzano, Kento Sato, Keiji Yamamoto, Fumiyoshi Shoji, Jim M. Brandt, Benjamin Schwaller, Sara Petra Walton, Jennifer Green, Devesh Tiwari
2024 J jnl
WarmSwap: Sharing Dependencies for Accelerating Cold Starts in Serverless Functions.
CoRR
Rui Li, Devesh Tiwari, Gene Cooperman
2023 — conf
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations.
CLUSTER Workshops
Francieli Boito, Jim M. Brandt, Valeria Cardellini, Philip H. Carns, Florina M. Ciorba, Hilary Egan, Ahmed Eleliemy, Ann C. Gentile, Thomas Gruber, Jeff Hanson, Utz-Uwe Haus, Kevin A. Huck, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto
2023 A conf
Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service.
SC
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2023 A conf
Experimental Evaluation of Xanadu X8 Photonic Quantum Computer: Error Measurement, Characterization and Implications.
SC
Aditya Ranjan, Tirthak Patel, Harshitta Gandhi, Daniel Silver, William Cutler, Devesh Tiwari
2023 — conf
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference.
HPEC
Siddharth Samsi, Dan Zhao, Joseph McDonald, Baolin Li, Adam Michaleas, Michael Jones, William Bergeron, Jeremy Kepner, Devesh Tiwari, Vijay Gadepally
2023 J jnl
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference.
CoRR
Siddharth Samsi, Dan Zhao, Joseph McDonald, Baolin Li, Adam Michaleas, Michael Jones, William Bergeron, Jeremy Kepner, Devesh Tiwari, Vijay Gadepally
2023 A conf
GRAPHINE: Enhanced Neutral Atom Quantum Computing using Application-Specific Rydberg Atom Arrangement.
SC
Tirthak Patel, Daniel Silver, Devesh Tiwari
2023 J jnl
Green Carbon Footprint for Model Inference Serving via Exploiting Mixed-Quality Models and GPU Partitioning.
CoRR
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2023 A* conf
Invited: Building Robust Quantum System Software for Technology-Specific Characteristics.
DAC
Tirthak Patel, Devesh Tiwari
2023 A conf
Kairos: Building Cost-Efficient Machine Learning Inference Systems with Heterogeneous Cloud Resources.
HPDC
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2023 A* conf
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers.
ICCV
Daniel Silver, Aditya Ranjan, Tirthak Patel, Harshitta Gandhi, William Cutler, Devesh Tiwari
2023 J jnl
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers.
CoRR
Daniel Silver, Tirthak Patel, William Cutler, Aditya Ranjan, Harshitta Gandhi, Devesh Tiwari
2023 A conf
ProPack: Executing Concurrent Serverless Functions Faster and Cheaper.
HPDC
Rohan Basu Roy, Tirthak Patel, Richmond Liew, Yadu Nand Babuji, Ryan Chard, Devesh Tiwari
2023 J jnl
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers.
CoRR
Daniel Silver, Tirthak Patel, Devesh Tiwari
2023 — conf
Quantum Computing Reliability: Problems, Tools, and Potential Solutions.
DSN-S
Edoardo Giusto, Emanuele Dri, Bartolomeo Montrucchio, Betis Baheri, Qiang Guan, Devesh Tiwari, Paolo Rech
2023 A* conf
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers.
AAAI
Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari
2023 J jnl
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers.
CoRR
Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari
2023 A* conf
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices.
MICRO
Zhengang Li, Geng Yuan, Tomoharu Yamauchi, Masoud Zabihi, Yanyue Xie, Peiyan Dong, Xulong Tang, Nobuyuki Yoshikawa, Devesh Tiwari, Yanzhi Wang, Olivia Chen
2023 J jnl
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices.
CoRR
Zhengang Li, Geng Yuan, Tomoharu Yamauchi, Masoud Zabihi, Yanyue Xie, Peiyan Dong, Xulong Tang, Nobuyuki Yoshikawa, Devesh Tiwari, Yanzhi Wang, Olivia Chen
2023 J jnl
Sustainable HPC: Modeling, Characterization, and Implications of Carbon Footprint in Modern HPC Systems.
CoRR
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2023 — conf
Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale.
SoCC
Dan Zhao, Siddharth Samsi, Joseph McDonald, Baolin Li, David Bestor, Michael Jones, Devesh Tiwari, Vijay Gadepally
2023 J jnl
Toward Privacy in Quantum Program Execution On Untrusted Quantum Cloud Computing Machines for Business-sensitive Quantum Needs.
CoRR
Tirthak Patel, Daniel Silver, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari
2023 A conf
Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems.
SC
Baolin Li, Rohan Basu Roy, Daniel Wang, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2022 A* conf
AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications.
HPCA
Baolin Li, Rohin Arora, Siddharth Samsi, Tirthak Patel, William Arcand, David Bestor, Chansup Byun, Rohan Basu Roy, Bill Bergeron, John T. Holodnak, Michael Houle, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Peter Michaleas, Joseph McDonald, Lauren Milechin, Julie Mullen, Andrew Prout, Benjamin Price, Albert Reuther, Antonio Rosa, Matthew L. Weiss, Charles Yee, Daniel Edelman, Allan Vanterpool, Anson Cheng, Vijay Gadepally, Devesh Tiwari
2022 — conf
Benchmarking Resource Usage for Efficient Distributed Deep Learning.
HPEC
Nathan C. Frey, Baolin Li, Joseph McDonald, Dan Zhao, Michael Jones, David Bestor, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
2022 J jnl
Benchmarking Resource Usage for Efficient Distributed Deep Learning.
CoRR
Nathan C. Frey, Baolin Li, Joseph McDonald, Dan Zhao, Michael Jones, David Bestor, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
2022 — conf
Bringing Serverless Computing to the HPC Community.
HiPS@HPDC
Devesh Tiwari
2022 J jnl
Building Heterogeneous Cloud System for Machine Learning Inference.
CoRR
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2022 J jnl
CHARTER: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility.
CoRR
Tirthak Patel, Daniel Silver, Devesh Tiwari
2022 — conf
Characterizing Multi-Instance GPU for Machine Learning Workloads.
IPDPS Workshops
Baolin Li, Vijay Gadepally, Siddharth Samsi, Devesh Tiwari
2022 J jnl
Characterizing and Exploiting Soft Error Vulnerability Phase Behavior in GPU Applications.
IEEE Trans. Dependable Secur. Comput.
Fritz Previlon, Charu Kalra, Devesh Tiwari, David R. Kaeli
2022 A conf
Charter: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility.
SC
Tirthak Patel, Daniel Silver, Devesh Tiwari
2022 — conf
DASH: Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated Clusters.
HPEC
Baolin Li, Tirthak Patel, Vijay Gadepally, Karen Gettings, Siddharth Samsi, Devesh Tiwari
2022 A conf
DayDream: Executing Dynamic Scientific Workflows on Serverless Platforms with Hot Starts.
SC
Rohan Basu Roy, Tirthak Patel, Devesh Tiwari
2022 A conf
Do Temperature and Humidity Exposures Hurt or Benefit Your SSDs?
DATE
Adnan Maruf, Sashri Brahmakshatriya, Baolin Li, Devesh Tiwari, Gang Quan, Janki Bhimani
2022 A* conf
Geyser: a compilation framework for quantum computing with neutral atoms.
ISCA
Tirthak Patel, Daniel Silver, Devesh Tiwari
2022 — conf
Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models.
NAACL-HLT (Findings)
Joseph McDonald, Baolin Li, Nathan C. Frey, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
2022 J jnl
Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models.
CoRR
Joseph McDonald, Baolin Li, Nathan C. Frey, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
2022 A ed.
HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022 - 1 July 2022
HPDC
Jon B. Weissman, Abhishek Chandra, Ada Gavrilovska, Devesh Tiwari
2022 A* conf
IceBreaker: warming serverless functions better with heterogeneity.
ASPLOS
Rohan Basu Roy, Tirthak Patel, Devesh Tiwari
2022 — conf
MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters.
SoCC
Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2022 B conf
Mashup: making serverless computing useful for HPC workflows via hybrid execution.
PPoPP
Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Devesh Tiwari
2022 A conf
OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers.
DATE
Tirthak Patel, Daniel Silver, Devesh Tiwari
2022 A* conf
QUEST: systematically approximating Quantum circuits for higher output fidelity.
ASPLOS
Tirthak Patel, Ed Younis, Costin Iancu, Wibe de Jong, Devesh Tiwari
2022 A* conf
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers.
AAAI
Daniel Silver, Tirthak Patel, Devesh Tiwari
2022 J jnl
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances.
CoRR
Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari
2022 — conf
The MIT Supercloud Workload Classification Challenge.
IPDPS Workshops
Benny J. Tang, Qiqi Chen, Matthew L. Weiss, Nathan C. Frey, Joseph McDonald, David Bestor, Charles Yee, William Arcand, William Bergeron, Chansup Byun, Daniel Edelman, Michael Houle, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Andrew Bowne, Lindsey McEvoy, Baolin Li, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
2022 J jnl
The MIT Supercloud Workload Classification Challenge.
CoRR
Benny J. Tang, Qiqi Chen, Matthew L. Weiss, Nathan C. Frey, Joseph McDonald, David Bestor, Charles Yee, William Arcand, Chansup Byun, Daniel Edelman, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Andrew Bowne, Lindsey McEvoy, Baolin Li, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
2022 J jnl
Using Multi-Instance GPU for Efficient Operation of Multi-Tenant GPU Clusters.
CoRR
Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2022 C conf
What does Inter-Cluster Job Submission and Execution Behavior Reveal to Us?
CLUSTER
Tirthak Patel, Devesh Tiwari, Raj Kettimuthu, William E. Allcock, Paul Rich, Zhengchun Liu
2021 A* conf
Bliss: auto-tuning complex applications using a pool of diverse lightweight learning models.
PLDI
Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Devesh Tiwari
2021 — conf
Characterizing and Mitigating the I/O Scalability Challenges for Serverless Applications.
IISWC
Rohan Basu Roy, Tirthak Patel, Devesh Tiwari
2021 J jnl
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse.
CoRR
Tirthak Patel, Devesh Tiwari
2021 A conf
Examining Failures and Repairs on Supercomputers with Multi-GPU Compute Nodes.
DSN
Amir Taherin, Tirthak Patel, Giorgis Georgakoudis, Ignacio Laguna, Devesh Tiwari
2021 A* conf
Operating Liquid-Cooled Large-Scale Systems: Long-Term Monitoring, Reliability Analysis, and Efficiency Measures.
HPCA
Rohan Basu Roy, Tirthak Patel, Raj Kettimuthu, William E. Allcock, Paul Rich, Adam Scovel, Devesh Tiwari
2021 A* conf
Qraft: reverse your Quantum circuit and know the correct program output.
ASPLOS
Tirthak Patel, Devesh Tiwari
2021 A conf
RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances.
SC
Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari
2021 J jnl
Robust and Resource-Efficient Quantum Circuit Approximation.
CoRR
Tirthak Patel, Ed Younis, Costin Iancu, Wibe de Jong, Devesh Tiwari
2021 A* conf
SATORI: Efficient and Fair Resource Partitioning by Sacrificing Short-Term Benefits for Long-Term Gains
ISCA
Rohan Basu Roy, Tirthak Patel, Devesh Tiwari
2021 — conf
Serving Machine Learning Inference Using Heterogeneous Hardware.
HPEC
Baolin Li, Vijay Gadepally, Siddharth Samsi, Mark S. Veillette, Devesh Tiwari
2021 J jnl
Study of interconnect errors, network congestion, and applications characteristics for throttle prediction on a large scale HPC system.
J. Parallel Distributed Comput.
Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari
2021 A conf
Systematically inferring I/O performance variability by examining repetitive job behavior.
SC
Emily Costa, Tirthak Patel, Benjamin Schwaller, Jim M. Brandt, Devesh Tiwari
2021 — conf
The MIT Supercloud Dataset.
HPEC
Siddharth Samsi, Matthew L. Weiss, David Bestor, Baolin Li, Michael Jones, Albert Reuther, Daniel Edelman, William Arcand, Chansup Byun, John Holodnack, Matthew Hubbell, Jeremy Kepner, Anna Klein, Joseph McDonald, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Charles Yee, Benjamin Price, Andrew Prout, Antonio Rosa, Allan Vanterpool, Lindsey McEvoy, Anson Cheng, Devesh Tiwari, Vijay Gadepally
2021 J jnl
The MIT Supercloud Dataset.
CoRR
Siddharth Samsi, Matthew L. Weiss, David Bestor, Baolin Li, Michael Jones, Albert Reuther, Daniel Edelman, William Arcand, Chansup Byun, John Holodnack, Matthew Hubbell, Jeremy Kepner, Anna Klein, Joseph McDonald, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Charles Yee, Benjamin Price, Andrew Prout, Antonio Rosa, Allan Vanterpool, Lindsey McEvoy, Anson Cheng, Devesh Tiwari, Vijay Gadepally
2020 A* conf
CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers.
HPCA
Tirthak Patel, Devesh Tiwari
2020 J jnl
Comparing Performances of Five Distinct Automatic Classifiers for Fin Whale Vocalizations in Beamformed Spectrograms of Coherent Hydrophone Array.
Remote. Sens.
Heriberto A. Garcia, Trenton Couture, Amit Galor, Jessica M. Topple, Wei Huang, Devesh Tiwari, Purnima Ratilal
2020 A conf
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse.
ICCAD
Tirthak Patel, Devesh Tiwari
2020 A conf
Experimental evaluation of NISQ quantum computers: error measurement, characterization, and implications.
SC
Tirthak Patel, Abhay Potharaju, Baolin Li, Rohan Basu Roy, Devesh Tiwari
2020 Misc conf
Exploring the Potential of using Power as a First Class Parameter for Resource Allocation in Apache Mesos Managed Clouds.
UCC
Pradyumna Kaushik, Srinidhi Raghavendra, Madhusudhan Govindaraju, Devesh Tiwari
2020 A conf
GIFT: A Coupon Based Throttle-and-Reward Mechanism for Fair and Efficient I/O Bandwidth Management on Parallel Storage Systems.
FAST
Tirthak Patel, Rohan Garg, Devesh Tiwari
2020 A conf
Job characteristics on large-scale systems: long-term analysis, quantification, and implications.
SC
Tirthak Patel, Zhengchun Liu, Raj Kettimuthu, Paul Rich, William E. Allcock, Devesh Tiwari
2020 A conf
Making Disk Failure Predictions SMARTer!
FAST
Sidi Lu, Bing Luo, Tirthak Patel, Yongtao Yao, Devesh Tiwari, Weisong Shi
2020 — conf
Message from the Program Chairs : IISWC 2020.
IISWC
Devesh Tiwari, David R. Kaeli
2020 J jnl
Resilience and coevolution of preferential interdependent networks.
Soc. Netw. Anal. Min.
Auroop R. Ganguly, Tanay Mehta, Tirthak Patel, Ravi Sundaram, Devesh Tiwari
2020 — conf
UREQA: Leveraging Operation-Aware Error Rates for Effective Quantum Circuit Mapping on NISQ-Era Quantum Computers.
USENIX ATC
Tirthak Patel, Baolin Li, Rohan Basu Roy, Devesh Tiwari
2020 A conf
Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems.
FAST
Tirthak Patel, Suren Byna, Glenn K. Lockwood, Nicholas J. Wright, Philip H. Carns, Robert B. Ross, Devesh Tiwari
2020 A conf
Veritas: accurately estimating the correct output on noisy intermediate-scale quantum computers.
SC
Tirthak Patel, Devesh Tiwari
2020 A conf
What does Power Consumption Behavior of HPC Jobs Reveal? : Demystifying, Quantifying, and Predicting Power Consumption Characteristics.
IPDPS
Tirthak Patel, Adam Wagenhäuser, Christopher Eibel, Timo Hönig, Thomas Zeiser, Devesh Tiwari
2019 J jnl
An Analysis Workflow-Aware Storage System for Multi-Core Active Flash Arrays.
IEEE Trans. Parallel Distributed Syst.
Hyogi Sim, Geoffroy Vallée, Youngjae Kim, Sudharshan S. Vazhkudai, Devesh Tiwari, Ali Raza Butt
2019 — conf
Characterizing Disk Health Degradation and Proactively Protecting Against Disk Failures for Reliable Storage Systems.
ICAC
Song Huang, Shuwen Liang, Song Fu, Weisong Shi, Devesh Tiwari, Hsing-bung Chen
2019 B conf
Exploring Potential for Non-Disruptive Vertical Auto Scaling and Resource Estimation in Kubernetes.
CLOUD
Gourav Rattihalli, Madhusudhan Govindaraju, Hui Lu, Devesh Tiwari
2019 A conf
PCFI: Program Counter Guided Fault Injection for Accelerating GPU Reliability Assessment.
DATE
Fritz G. Previlon, Charu Kalra, Devesh Tiwari, David R. Kaeli
2019 A conf
PERQ: Fair and Efficient Power Management of Power-Constrained Large-Scale Computing Systems.
HPDC
Tirthak Patel, Devesh Tiwari
2019 A conf
Revisiting I/O behavior in large-scale storage systems: the expected and the unexpected.
SC
Tirthak Patel, Suren Byna, Glenn K. Lockwood, Devesh Tiwari
2019 B conf
Towards Enabling Dynamic Resource Estimation and Correction for Improving Utilization in an Apache Mesos Cloud Environment.
CCGRID
Gourav Rattihalli, Madhusudhan Govindaraju, Devesh Tiwari
2019 J jnl
Two stage cluster for resource optimization with Apache Mesos.
CoRR
Gourav Rattihalli, Pankaj Saha, Madhusudhan Govindaraju, Devesh Tiwari
2019 A* conf
What does Vibration do to Your SSD?
DAC
Janki Bhimani, Tirthak Patel, Ningfang Mi, Devesh Tiwari
2018 B conf
Exploring the Optimal Platform Configuration for Power-Constrained HPC Workflows.
ICCCN
Kun Tang, Xubin He, Saurabh Gupta, Sudharshan S. Vazhkudai, Devesh Tiwari
2018 A conf
Machine Learning Models for GPU Error Prediction in a Large Scale HPC System.
DSN
Bin Nie, Ji Xue, Saurabh Gupta, Tirthak Patel, Christian Engelmann, Evgenia Smirni, Devesh Tiwari
2018 — conf
Reliability Characterization of Solid State Drives in a Scalable Production Datacenter.
IEEE BigData
Shuwen Liang, Zhi Qiao, Jacob Hochstetler, Song Huang, Song Fu, Weisong Shi, Devesh Tiwari, Hsing-bung Chen, Bradley W. Settlemyer, David Richard Montoya
2018 B conf
Resilience and the Coevolution of Interdependent Multiplex Networks.
ASONAM
Auroop R. Ganguly, Tanbay Mehta, Ravi Sundaram, Devesh Tiwari
2018 A conf
Shiraz: Exploiting System Reliability and Application Resilience Characteristics to Improve Large Scale System Throughput.
DSN
Rohan Garg, Tirthak Patel, Gene Cooperman, Devesh Tiwari
2018 A conf
Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System.
DSN
Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari
2017 B conf
Characterizing Temperature, Power, and Soft-Error Behaviors in Data Center Systems: Insights, Challenges, and Opportunities.
MASCOTS
Bin Nie, Ji Xue, Saurabh Gupta, Christian Engelmann, Evgenia Smirni, Devesh Tiwari
2017 — conf
Combining architectural fault-injection and neutron beam testing approaches toward better understanding of GPU soft-error resilience.
MWSCAS
Fritz G. Previlon, Babatunde Egbantan, Devesh Tiwari, Paolo Rech, David R. Kaeli
2017 J jnl
Compiler-Directed Soft Error Detection and Recovery to Avoid DUE and SDC via Tail-DMR.
ACM Trans. Embed. Comput. Syst.
Qingrui Liu, Changhee Jung, Dongyoon Lee, Devesh Tiwari
2017 C conf
Effective Running of End-to-End HPC Workflows on Emerging Heterogeneous Architectures.
CLUSTER
Kun Tang, Devesh Tiwari, Saurabh Gupta, Sudharshan S. Vazhkudai, Xubin He
2017 A conf
Failures in large scale systems: long-term measurement, analysis, and implications.
SC
Saurabh Gupta, Tirthak Patel, Christian Engelmann, Devesh Tiwari
2017 A conf
GUIDE: a scalable information directory service to collect, federate, and analyze logs for operational insights into a leadership HPC facility.
SC
Sudharshan S. Vazhkudai, Ross G. Miller, Devesh Tiwari, Christopher Zimmer, Feiyi Wang, Sarp Oral, Raghul Gunasekaran, Deryl Steinert
2017 J jnl
Obtaining and Managing Answer Quality for Online Data-Intensive Services.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Jaimie Kelley, Christopher Stewart, Nathaniel Morris, Devesh Tiwari, Yuxiong He, Sameh Elnikety
2017 B conf
Toward Managing HPC Burst Buffers Effectively: Draining Strategy to Regulate Bursty I/O Behavior.
MASCOTS
Kun Tang, Ping Huang, Xubin He, Tao Lu, Sudharshan S. Vazhkudai, Devesh Tiwari
2016 A* conf
A large-scale study of soft-errors on GPUs in the field.
HPCA
Bin Nie, Devesh Tiwari, Saurabh Gupta, Evgenia Smirni, James H. Rogers
2016 — conf
Adaptive Power Profiling for Many-Core HPC Architectures.
ICAC
Jaimie Kelley, Christopher Stewart, Devesh Tiwari, Saurabh Gupta
2016 J jnl
Application configuration selection for energy-efficient execution on multicore systems.
J. Parallel Distributed Comput.
Shinan Wang, Bing Luo, Weisong Shi, Devesh Tiwari
2016 A conf
Compiler-directed lightweight checkpointing for fine-grained guaranteed soft error recovery.
SC
Qingrui Liu, Changhee Jung, Dongyoon Lee, Devesh Tiwari
2016 A conf
Granularity and the cost of error recovery in resilient AMR scientific applications.
SC
Anshu Dubey, Hajime Fujita, Daniel T. Graves, Andrew A. Chien, Devesh Tiwari
2016 A* conf
Low-cost soft error resilience with unified data verification and fine-grained recovery for acoustic sensor based detection.
MICRO
Qingrui Liu, Changhee Jung, Dongyoon Lee, Devesh Tiwari
2016 A conf
Power-Capping Aware Checkpointing: On the Interplay Among Power-Capping, Temperature, Reliability, Performance, and Energy.
DSN
Kun Tang, Devesh Tiwari, Saurabh Gupta, Ping Huang, Qiqi Lu, Christian Engelmann, Xubin He
2016 A conf
Reducing Waste in Extreme Scale Systems through Introspective Analysis.
IPDPS
Leonardo Arturo Bautista-Gomez, Ana Gainaru, Swann Perarnau, Devesh Tiwari, Saurabh Gupta, Christian Engelmann, Franck Cappello, Marc Snir
2015 A conf
A practical approach to reconciling availability, performance, and capacity in provisioning extreme-scale storage systems.
SC
Lipeng Wan, Feiyi Wang, Sarp Oral, Devesh Tiwari, Sudharshan S. Vazhkudai, Qing Cao
2015 A conf
AnalyzeThis: an analysis workflow-aware storage system.
SC
Hyogi Sim, Youngjae Kim, Sudharshan S. Vazhkudai, Devesh Tiwari, Ali Anwar, Ali Raza Butt, Lavanya Ramakrishnan
2015 B conf
Clover: Compiler Directed Lightweight Soft Error Resilience.
LCTES
Qingrui Liu, Changhee Jung, Dongyoon Lee, Devesh Tiwari
2015 — conf
Low Power Job Scheduler for Supercomputers: A Rule-Based Power-Aware Scheduler.
DSDIS
Ruijun Wang, Devesh Tiwari, Jun Wang
2015 — conf
Measuring and Managing Answer Quality for Online Data-Intensive Services.
ICAC
Jaimie Kelley, Christopher Stewart, Nathaniel Morris, Devesh Tiwari, Yuxiong He, Sameh Elnikety
2015 J jnl
Measuring and Managing Answer Quality for Online Data-Intensive Services.
CoRR
Jaimie Kelley, Christopher Stewart, Nathaniel Morris, Devesh Tiwari, Yuxiong He, Sameh Elnikety
2015 A conf
Reliability lessons learned from GPU experience with the Titan supercomputer at Oak Ridge leadership computing facility.
SC
Devesh Tiwari, Saurabh Gupta, George Gallarno, Jim Rogers, Don Maxwell
2015 A* conf
Understanding GPU errors on large-scale HPC systems and the implications for system design and operation.
HPCA
Devesh Tiwari, Saurabh Gupta, James H. Rogers, Don Maxwell, Paolo Rech, Sudharshan S. Vazhkudai, Daniel Oliveira, Dave Londo, Nathan DeBardeleben, Philippe Olivier Alexandre Navaux, Luigi Carro, Arthur S. Bland
2015 A conf
Understanding and Exploiting Spatial Properties of System Failures on Extreme-Scale HPC Systems.
DSN
Saurabh Gupta, Devesh Tiwari, Christopher Jantzi, James H. Rogers, Don Maxwell
2014 A conf
Best Practices and Lessons Learned from Deploying and Operating Large-Scale Data-Centric Parallel File Systems.
SC
Sarp Oral, James Simmons, Jason Hill, Dustin Leverman, Feiyi Wang, Matthew A. Ezell, Ross G. Miller, Douglas Fuller, Raghul Gunasekaran, Youngjae Kim, Saurabh Gupta, Devesh Tiwari, Sudharshan S. Vazhkudai, James H. Rogers, David Dillow, Galen M. Shipman, Arthur S. Bland
2014 B conf
Improving large-scale storage system performance via topology-aware and balanced data placement.
ICPADS
Feiyi Wang, Sarp Oral, Saurabh Gupta, Devesh Tiwari, Sudharshan S. Vazhkudai
2014 A conf
Lazy Checkpointing: Exploiting Temporal Locality in Failures to Mitigate Checkpointing Overheads on Extreme-Scale Systems.
DSN
Devesh Tiwari, Saurabh Gupta, Sudharshan S. Vazhkudai
2014 A conf
MapReuse: Reusing Computation in an In-Memory MapReduce System.
IPDPS
Devesh Tiwari, Yan Solihin
2013 A conf
Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines.
FAST
Devesh Tiwari, Simona Boboila, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Peter Desnoyers, Yan Solihin
2012 B conf
Architectural characterization and similarity analysis of sunspider and Google's V8 Javascript benchmarks.
ISPASS
Devesh Tiwari, Yan Solihin
2012 A conf
Modeling and Analyzing Key Performance Factors of Shared Memory MapReduce.
IPDPS
Devesh Tiwari, Yan Solihin
2012 — conf
Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD.
HotPower
Devesh Tiwari, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Simona Boboila, Peter Desnoyers
2011 A* conf
HAQu: Hardware-accelerated queueing for fine-grained threading on a chip multiprocessor.
HPCA
Sanghoon Lee, Devesh Tiwari, Yan Solihin, James Tuck
2010 A conf
MMT: Exploiting fine-grained parallelism in dynamic memory management.
IPDPS
Devesh Tiwari, Sanghoon Lee, James Tuck, Yan Solihin
2009 — conf
Memory management thread for heap allocation intensive sequential applications.
MEDEA@PACT
Devesh Tiwari, Sanghoon Lee, James Tuck, Yan Solihin