Microlearner: A fine-grained Learning Optimizer for Big Data Workloads at Microsoft
Jindal, Alekh, Qiao, Shi, Sen, Rathijit, Patel, Hiren
Published in 2021 IEEE 37th International Conference on Data Engineering (ICDE) (01.04.2021)
Published in 2021 IEEE 37th International Conference on Data Engineering (ICDE) (01.04.2021)
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Conference Proceeding
Query and Resource Optimization: Bridging the Gap
Viswanathan, Lalitha, Jindal, Alekh, Karanasos, Konstantinos
Published in 2018 IEEE 34th International Conference on Data Engineering (ICDE) (01.04.2018)
Published in 2018 IEEE 34th International Conference on Data Engineering (ICDE) (01.04.2018)
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Conference Proceeding
GRAPHiQL: A graph intuitive query language for relational databases
Jindal, Alekh, Madden, Samuel
Published in 2014 IEEE International Conference on Big Data (Big Data) (01.10.2014)
Published in 2014 IEEE International Conference on Big Data (Big Data) (01.10.2014)
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Conference Proceeding
GEqO: ML-Accelerated Semantic Equivalence Detection
Haynes, Brandon, Alotaibi, Rana, Pavlenko, Anna, Leeka, Jyoti, Jindal, Alekh, Tian, Yuanyuan
Published in arXiv.org (02.01.2024)
Published in arXiv.org (02.01.2024)
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Paper
Journal Article
Sibyl: Forecasting Time-Evolving Query Workloads
Huang, Hanxian, Siddiqui, Tarique, Alotaibi, Rana, Curino, Carlo, Leeka, Jyoti, Jindal, Alekh, Zhao, Jishen, Camacho-Rodriguez, Jesus, Tian, Yuanyuan
Year of Publication 08.01.2024
Year of Publication 08.01.2024
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Journal Article
Graph analytics using vertica relational database
Jindal, Alekh, Madden, Samuel, Castellanos, Malu, Meichun Hsu
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
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Conference Proceeding
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings
Siddiqui, Tarique, Jindal, Alekh, Qiao, Shi, Patel, Hiren, le, Wangchao
Year of Publication 27.02.2020
Year of Publication 27.02.2020
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Journal Article
Phoebe: A Learning-based Checkpoint Optimizer
Zhu, Yiwen, Interlandi, Matteo, Roy, Abhishek, Das, Krishnadhan, Patel, Hiren, Bag, Malay, Sharma, Hitesh, Jindal, Alekh
Published in arXiv.org (05.10.2021)
Published in arXiv.org (05.10.2021)
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Paper
Journal Article
Deploying a Steered Query Optimizer in Production at Microsoft
Zhang, Wangda, Interlandi, Matteo, Mineiro, Paul, Shi, Qiao, Nasim Ghazanfari Karlen Lie, Friedman, Marc, Hosn, Rafah, Patel, Hiren, Jindal, Alekh
Published in arXiv.org (24.10.2022)
Published in arXiv.org (24.10.2022)
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Paper
Journal Article
Optimal Resource Allocation for Serverless Queries
Pimpley, Anish, Li, Shuo, Srivastava, Anubha, Rohra, Vishal, Zhu, Yi, Srinivasan, Soundararajan, Jindal, Alekh, Patel, Hiren, Qiao, Shi, Sen, Rathijit
Year of Publication 18.07.2021
Year of Publication 18.07.2021
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Journal Article