Subru Krishnan

Most-cited papers

Reservation-based Scheduling: If You're Late Don't Blame Us!
C. Curino, D. Difallah, C. Douglas, Subru Krishnan +2 more
2014ACM Symposium on Cloud Computing162 citations
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This paper is included in the Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI ’16).
S. A. Jyothi, C. Curino, I. Menache, Shravan M. Narayanamurthy +10 more
127 citations
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Extending Relational Query Processing with ML Inference
K. Karanasos, Matteo Interlandi, Doris Xin, Fotis Psallidas +9 more
2019Conference on Innovative Data Systems Research82 citations
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Vamsa: Automated Provenance Tracking in Data Science Scripts
M. Namaki, Avrilia Floratou, Fotis Psallidas, Subru Krishnan +4 more
2020Knowledge Discovery and Data Mining77 citations Open access
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PerfOrator: eloquent performance models for Resource Optimization
K. Rajan, Dharmesh Kakadia, C. Curino, Subru Krishnan
2016ACM Symposium on Cloud Computing74 citations
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Hydra: a federated resource manager for data-center scale analytics
C. Curino, Subru Krishnan, K. Karanasos, Sriram Rao +11 more
2019Symposium on Networked Systems Design and Implementation71 citations
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Data Science through the looking glass and what we found there
Fotis Psallidas, Yiwen Zhu, Bojan Karlas, Matteo Interlandi +7 more
2019arXiv.org53 citations
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Cloudy with high chance of DBMS: a 10-year prediction for Enterprise-Grade ML
Ashvin Agrawal, Rony Chatterjee, C. Curino, Avrilia Floratou +18 more
2019Conference on Innovative Data Systems Research44 citations
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Peregrine: Workload Optimization for Cloud Query Engines
Alekh Jindal, Hiren Patel, Abhishek Roy, S. Qiao +3 more
2019ACM Symposium on Cloud Computing41 citations
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Data Science Through the Looking Glass
Fotis Psallidas, Yiwen Zhu, Bojan Karlas, Jordan Henkel +10 more
2022SIGMOD record39 citations
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Schema Matching using Pre-Trained Language Models
Yunjia Zhang, Avrilia Floratou, Joyce Cahoon, Subru Krishnan +4 more
2023IEEE International Conference on Data Engineering31 citations
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KEA: Tuning an Exabyte-Scale Data Infrastructure
Yiwen Zhu, Subru Krishnan, K. Karanasos, Isha Tarte +11 more
2021SIGMOD Conference23 citations Open access
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Vamsa: Tracking Provenance in Data Science Scripts
M. Namaki, Avrilia Floratou, Fotis Psallidas, Subru Krishnan +2 more
2020arXiv.org21 citations
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Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud
Joyce Cahoon, Wenjing Wang, Yi-Wen Zhu, K. Lin +7 more
2022Proceedings of the VLDB Endowment17 citations Open access
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Towards Building Autonomous Data Services on Azure
Yiwen Zhu, Yuan-Yuan Tian, Joyce Cahoon, Subru Krishnan +34 more
2023SIGMOD Conference Companion13 citations Open access
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Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms
Li-Qun Shao, Yiwen Zhu, Abhiram Eswaran, Kristine Lieber +8 more
2019ACM Symposium on Cloud Computing12 citations Open access
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SparkCruise: Handsfree Computation Reuse in Spark
Abhishek Roy, Alekh Jindal, Hiren Patel, Ashit Gosalia +2 more
2019Proceedings of the VLDB Endowment10 citations
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FLAIR: Feedback Learning for Adaptive Information Retrieval
William Zhang, Yi-Wen Zhu, Yunlei Lu, Mathieu B. Demarne +6 more
2025International Conference on Information and Knowledge Management7 citations Open access
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Intelligent Pooling: Proactive Resource Provisioning in Large-scale Cloud Service
D. Ravikumar, Alex Yeo, Yi-Wen Zhu, Aditya Lakra +10 more
2024Proceedings of the VLDB Endowment6 citations Open access
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Stitcher: Learned Workload Synthesis from Historical Performance Footprints
Chengcheng Wan, Yi-Wen Zhu, Joyce Cahoon, Wenjing Wang +7 more
2023International Conference on Extending Database Technology6 citations
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Peering through the Dark: An Owl's View of Inter-job Dependencies and Jobs' Impact in Shared Clusters
Andrew Chung, C. Curino, Subru Krishnan, K. Karanasos +2 more
2019SIGMOD Conference6 citations Open access
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Demonstration of Geyser: Provenance Extraction and Applications over Data Science Scripts
Fotis Psallidas, Megan Leszczynski, M. Namaki, Avrilia Floratou +7 more
2023SIGMOD Conference Companion5 citations Open access
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Rockhopper: A Robust Optimizer for Spark Configuration Tuning in Production Environment
Yiwen Zhu, Rathijit Sen, Brian Kroth, Sergiy Matusevych +19 more
2025SIGMOD Conference Companion4 citations Open access
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ENCO: Deploying Production-Scale Engineering Copilots
Yi-Wen Zhu, Mathieu B. Demarne, Kai Deng, Wenjing Wang +11 more
2024Knowledge Discovery and Data Mining3 citations Open access
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GraphMind: From Operational Traces to Self-Evolving Workflow Automation
Yi-Wen Zhu, Joyce Cahoon, Anna Pavlenko, Qiu-Shi Bai +12 more
2026arXiv.org1 citations
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Lorentz: Learned SKU Recommendation Using Profile Data
Nick Glaze, Tria McNeely, Yiwen Zhu, M. Gleeson +3 more
2024Proc. ACM Manag. Data1 citations Open access
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DECO: Life-Cycle Management of Enterprise-Grade Chatbots
Yi-Wen Zhu, Mathieu B. Demarne, Kai Deng, Wenjing Wang +11 more
2024arXiv.org1 citations
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SuperDRI: Graph-Guided Autonomous Troubleshooting for Cloud Databases
Yi-Wen Zhu, Joyce Cahoon, Qiu-Shi Bai, Anna Pavlenko +9 more
2026Proceedings of the VLDB Endowment0 citations
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Towards an AI Software Factory for Data Systems
Anna Pavlenko, Bogdan Crivat, Brandon Haynes, Carlo Curino +22 more
20260 citations
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First Workshop Connecting Academia and Industry on Modern Integrated Database and AI Systems (MIDAS)
Avrilia Floratou, Jignesh M. Patel, Subru Krishnan
2025SIGMOD Conference Companion0 citations
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AutoDebugger: Efficient Root Cause Analysis for Anomaly Jobs
Fathelrahman Ali, Yi-Wen Zhu, Lie Jiang, Zhen Li +6 more
2025VLDB Workshops0 citations
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