Shi Qiao

According to our database, Shi Qiao authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Turning Databases Into Generative AI Machines.

Alekh Jindal, Shi Qiao, Sathwik Madhula, Kanupriya Raheja, Sandhya Jain

Proceedings of the 14th Conference on Innovative Data Systems Research, 2024

2023

PikePlace: Generating Intelligence for Marketplace Datasets.

Shi Qiao, Alekh Jindal

Proc. VLDB Endow., 2023

2022

Pipemizer: An Optimizer for Analytics Data Pipelines.

Sunny Gakhar, Joyce Cahoon, Wangchao Le, Xiangnan Li, Kaushik Ravichandran, Hiren Patel, Marc T. Friedman, Brandon Haynes, Shi Qiao, Alekh Jindal, Jyoti Leeka

Proc. VLDB Endow., 2022

Deploying a Steered Query Optimizer in Production at Microsoft.

Wangda Zhang, Matteo Interlandi, Paul Mineiro, Shi Qiao, Nasim Ghazanfari, Karlen Lie, Marc T. Friedman, Rafah Hosn, Hiren Patel, Alekh Jindal

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

PerfGuard: Deploying ML-for-Systems without Performance Regressions, Almost!

H. M. Sajjad Hossain, Marc T. Friedman, Hiren Patel, Shi Qiao, Soundar Srinivasan, Markus Weimer, Remmelt Ammerlaan, Lucas Rosenblatt, Gilbert Antonius, Peter Orenberg, Vijay Ramani, Abhishek Roy, Irene Shaffer, Alekh Jindal

Proc. VLDB Endow., 2021

Optimal Resource Allocation for Serverless Queries.

Anish Pimpley, Shuo Li, Anubha Srivastava, Vishal Rohra, Yi Zhu, Soundararajan Srinivasan, Alekh Jindal, Hiren Patel, Shi Qiao, Rathijit Sen

CoRR, 2021

Microlearner: A fine-grained Learning Optimizer for Big Data Workloads at Microsoft.

Alekh Jindal, Shi Qiao, Rathijit Sen, Hiren Patel

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Production Experiences from Computation Reuse at Microsoft.

Alekh Jindal, Shi Qiao, Hiren Patel, Abhishek Roy, Jyoti Leeka, Brandon Haynes

Proceedings of the 24th International Conference on Extending Database Technology, 2021

2020

AutoToken: Predicting Peak Parallelism for Big Data Analytics at Microsoft.

Rathijit Sen, Alekh Jindal, Hiren Patel, Shi Qiao

Proc. VLDB Endow., 2020

Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings.

Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Hyper Dimension Shuffle: Efficient Data Repartition at Petabyte Scale in Scope.

Shi Qiao, Adrian Nicoara, Jin Sun, Marc T. Friedman, Hiren Patel, Jaliya Ekanayake

Proc. VLDB Endow., 2019

Peregrine: Workload Optimization for Cloud Query Engines.

Alekh Jindal, Hiren Patel, Abhishek Roy, Shi Qiao, Zhicheng Yin, Rathijit Sen, Subru Krishnan

Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2018

Querying of Disparate Association and Interaction Data in Biomedical Applications.

Shi Qiao, Mehmet Koyutürk, Z. Meral Özsoyoglu

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Towards a Learning Optimizer for Shared Clouds.

Chenggang Wu, Alekh Jindal, Saeed Amizadeh, Hiren Patel, Wangchao Le, Shi Qiao, Sriram Rao

Proc. VLDB Endow., 2018

Computation Reuse in Analytics Job Service at Microsoft.

Alekh Jindal, Shi Qiao, Hiren Patel, Zhicheng Yin, Jieming Di, Malay Bag, Marc T. Friedman, Yifung Lin, Konstantinos Karanasos, Sriram Rao

Proceedings of the 2018 International Conference on Management of Data, 2018

2015

One Size Does not Fit All: When to Use Signature-based Pruning to Improve Template Matching for RDF graphs.

Shi Qiao, Z. Meral Özsoyoglu

CoRR, 2015

RBench: Application-Specific RDF Benchmarking.

Shi Qiao, Z. Meral Özsoyoglu

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

An exploratory graph query interface for biomedical data.

Cheng Yang, Shi Qiao, Z. Meral Özsoyoglu

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Integrated querying of disparate association and interaction data in biomedical applications.

Shi Qiao, Mehmet Koyutürk, Z. Meral Özsoyoglu

Proceedings of the 6th ACM Conference on Bioinformatics, 2015