Saurabh Jha

Most-cited papers

FIRM: An Intelligent Fine-Grained Resource Management Framework for SLO-Oriented Microservices
Qiu Haoran, Subho Sankar Banerjee, Saurabh Jha, Z. Kalbarczyk +1 more
2020USENIX Symposium on Operating Systems Design and Implementation413 citations
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AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems
Guan-Peng Li, Yiran Li, Saurabh Jha, Timothy Tsai +4 more
2020IEEE International Symposium on Software Reliability Engineering245 citations
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ML-Based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection
Saurabh Jha, Subho Sankar Banerjee, Timothy Tsai, S. Hari +4 more
2019Dependable Systems and Networks139 citations Open access
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Hands Off the Wheel in Autonomous Vehicles?: A Systems Perspective on over a Million Miles of Field Data
Subho Sankar Banerjee, Saurabh Jha, James Cyriac, Z. Kalbarczyk +1 more
2018Dependable Systems and Networks127 citations
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Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction
Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui +6 more
2024arXiv.org104 citations
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Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach
Saurabh Jha, Bing-Sheng He, Mian Lu, Xuntao Cheng +1 more
2015Proceedings of the VLDB Endowment89 citations Open access
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Power-aware Deep Learning Model Serving with μ-Serve
Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui +6 more
2024USENIX Annual Technical Conference84 citations
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ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa +39 more
2025International Conference on Machine Learning76 citations
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Queue Management for SLO-Oriented Large Language Model Serving
Archit Patke, Dhemath Reddy, Saurabh Jha, Haoran Qiu +4 more
2024ACM Symposium on Cloud Computing72 citations
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AVFI: Fault Injection for Autonomous Vehicles
Saurabh Jha, Subho Sankar Banerjee, James Cyriac, Z. Kalbarczyk +1 more
20182018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)66 citations Open access
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Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors
Saurabh Jha, Timothy Tsai, S. Hari, Michael B. Sullivan +3 more
2019arXiv.org46 citations
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STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds
Yinfang Chen, Jia-Qi Pan, J. Clark, Yiming Su +6 more
2025Neural Information Processing Systems39 citations
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ML-Driven Malware that Targets AV Safety
Saurabh Jha, Shengkun Cui, Subho Sankar Banerjee, James Cyriac +3 more
2020Dependable Systems and Networks32 citations Open access
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Measuring Congestion in High-Performance Datacenter Interconnects
Saurabh Jha, Archit Patke, J. Brandt, A. Gentile +7 more
2020Symposium on Networked Systems Design and Implementation31 citations
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LogDiver: A Tool for Measuring Resilience of Extreme-Scale Systems and Applications
C. Di Martino, Saurabh Jha, William T. C. Kramer, Z. Kalbarczyk +1 more
2015FTXS@HPDC30 citations
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Exploiting Temporal Data Diversity for Detecting Safety-critical Faults in AV Compute Systems
Saurabh Jha, Shengkun Cui, Timothy Tsai, S. Hari +4 more
2022Dependable Systems and Networks23 citations
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Story of Two GPUs: Characterizing the Resilience of Hopper H100 and Ampere A100 GPUs
Shengkun Cui, Archit Patke, Hung Nguyen, Aditya Ranjan +10 more
2025International Conference on Software Composition21 citations Open access
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Is Function-as-a-Service a Good Fit for Latency-Critical Services?
Qiu Haoran, Saurabh Jha, Subho Sankar Banerjee, Archit Patke +4 more
2021WOSC@Middleware21 citations
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BayesPerf: minimizing performance monitoring errors using Bayesian statistics
Subho Sankar Banerjee, Saurabh Jha, Z. Kalbarczyk, R. Iyer
2021International Conference on Architectural Support for Programming Languages and Operating Systems19 citations Open access
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Localizing and Explaining Faults in Microservices Using Distributed Tracing
Jesus Rios, Saurabh Jha, Laura Shwartz
2022IEEE International Conference on Cloud Computing18 citations
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Resiliency of HPC Interconnects: A Case Study of Interconnect Failures and Recovery in Blue Waters
Saurabh Jha, Valerio Formicola, C. Di Martino, Mark Dalton +3 more
2018IEEE Transactions on Dependable and Secure Computing16 citations Open access
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Inductive Bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters
Subho Sankar Banerjee, Saurabh Jha, Z. Kalbarczyk, R. Iyer
2019International Conference on Machine Learning15 citations
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Fault Injection Based Interventional Causal Learning for Distributed Applications
Qing Wang, Jesus Rios, Saurabh Jha, Karthikeyan Shanmugam +5 more
2023AAAI Conference on Artificial Intelligence12 citations Open access
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Live Forensics for HPC Systems: A Case Study on Distributed Storage Systems
Saurabh Jha, Shengkun Cui, Subho Sankar Banerjee, Tian-Yin Xu +4 more
2020International Conference for High Performance Computing, Networking, Storage and Analysis11 citations
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A fault injection platform for learning AIOps models
Frank Bagehorn, Jesus Rios, Saurabh Jha, Robert Filepp +3 more
2022International Conference on Automated Software Engineering10 citations Open access
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The Mystery of the Failing Jobs: Insights from Operational Data from Two University-Wide Computing Systems
Rakesh Kumar, Saurabh Jha, Ashraf Mahgoub, Rajesh Kalyanam +6 more
2020Dependable Systems and Networks10 citations Open access
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Evaluating Hardware Memory Disaggregation under Delay and Contention
Archit Patke, Qiu Haoran, Saurabh Jha, S. Venugopal +4 more
2022IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum9 citations
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Pre-processed Tracing Data for Popular Microservice Benchmarks
Qiu Haoran, Subho Sankar Banerjee, Saurabh Jha, Z. Kalbarczyk +1 more
20208 citations
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A Study of Network Congestion in Two Supercomputing High-Speed Interconnects
Saurabh Jha, Archit Patke, J. Brandt, A. Gentile +5 more
2019IEEE Symposium on High-Performance Interconnects8 citations Open access
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Characterizing Supercomputer Traffic Networks Through Link-Level Analysis
Saurabh Jha, J. Brandt, A. Gentile, Z. Kalbarczyk +1 more
2018IEEE International Conference on Cluster Computing8 citations Open access
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Towards a Bayesian Approach for Assessing Fault Tolerance of Deep Neural Networks
Subho Sankar Banerjee, James Cyriac, Saurabh Jha, Z. Kalbarczyk +1 more
20192019 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks – Supplemental Volume (DSN-S)7 citations
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An automated video surveillance system using Viewpoint Feature Histogram and CUDA-enabled GPUs
Saurabh Jha, Priyank Trivedi
2013International Conference on Advances in Computing, Communications and Informatics7 citations
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Data-Driven Application-Oriented Reliability Model of a High-Performance Computing System
Bentolhoda Jafary, Saurabh Jha, L. Fiondella, Ravishankar K. Iyer
2022IEEE Transactions on Reliability6 citations
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Delay sensitivity-driven congestion mitigation for HPC systems
Archit Patke, Saurabh Jha, Qiu Haoran, J. Brandt +4 more
2021International Conference on Supercomputing6 citations Open access
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Understanding Fault Scenarios and Impacts through Fault Injection Experiments in Cielo
Valerio Formicola, Saurabh Jha, Daniel Chen, Fei Deng +12 more
2019arXiv.org6 citations
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Live Forensics for Distributed Storage Systems
Saurabh Jha, Shengkun Cui, Tian-Yin Xu, J. Enos +5 more
2019arXiv.org6 citations
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Analysis of Gemini interconnect recovery mechanisms: methods and observations
Saurabh Jha
20166 citations
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BbmTTP: beat-based parallel simulated annealing algorithm on GPGPUs for the mirrored traveling tournament problem
Saurabh Jha, V. Menon
2014Spring Simulation Multiconference6 citations
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Praxis: Integrating Program Analysis with Observability for Root-Cause Analysis
Shengkun Cui, R. Krishna, Saurabh Jha, Ravi Iyer
2025Dependable Systems and Networks5 citations Open access
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Holistic Measurement-Driven System Assessment
Saurabh Jha, J. Brandt, A. Gentile, Z. Kalbarczyk +10 more
2017IEEE International Conference on Cluster Computing4 citations Open access
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Characterizing Modern GPU Resilience and Impact in HPC Systems: A Case Study of A100 GPUs
Shengkun Cui, Archit Patke, Zi-Heng Chen, Aditya Ranjan +10 more
20252025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)3 citations
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TUKNN: A Parallel KNN Algorithm to Handle Large Data
Parthajit Borah, A. Teja, Saurabh Jha, D. Bhattacharyya
20202 citations
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Benchmarking AI Agents for IT Automation Tasks with ITBench
J. Clark, Rohan R. Arora, Saurabh Jha
20252025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)1 citations
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INDIGO: Page Migration for Hardware Memory Disaggregation Across a Network
Archit Patke, Christian Pinto, Saurabh Jha, Haoran Qiu +2 more
2025arXiv.org1 citations
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Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards
Saurabh Jha, Shengkun Cui, Z. Kalbarczyk, R. Iyer
2022arXiv.org1 citations Open access
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Application-aware Congestion Mitigation forHigh-Performance Computing Systems
Archit Patke, Saurabh Jha, Qiu Haoran, J. Brandt +4 more
2020arXiv.org1 citations
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A Parallel Simulated Annealing Approach for the Mirrored Traveling Tournament Problem
V. Menon, Saurabh Jha
2013arXiv.org1 citations
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P-HGRMS: A Parallel Hypergraph Based Root Mean Square Algorithm for Image Denoising
Tejaswi Agarwal, Saurabh Jha, B. R. Kanna
2013arXiv.org1 citations
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Page Migration for Hardware Memory Disaggregation Across a Network
Archit Patke, Christian Pinto, Saurabh Jha, Haoran Qiu +2 more
2025International Conference on Supercomputing0 citations Open access
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Repairing Tool Calls Using Post-tool Execution Reflection and RAG
Jason Tsay, Zidane Wright, Gao-Dan Fang, K. Kate +2 more
2025arXiv.org0 citations
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