Tim Kraska
Massachusetts Institute of Technology
H-index: 58
North America-United States
Top articles of Tim Kraska
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Stage: Query Execution Time Prediction in Amazon Redshift | arXiv preprint arXiv:2403.02286 | Ziniu Wu Ryan Marcus Zhengchun Liu Parimarjan Negi Vikram Nathan | 2024/3/4 |
Predicate caching: Query-driven secondary indexing for cloud data warehouses | Tobias Schmidt Andreas Kipf Dominik Horn Gaurav Saxena Tim Kraska | 2024 | |
Intelligent scaling in Amazon Redshift | Vikram Nathan Vikramank Singh Zhengchun Liu Mohammad Rahman Andreas Kipf | 2024 | |
Automated multidimensional data layouts in Amazon Redshift | Jialin Ding Matt Abrams Sanghita Bandyopadhyay Luciano Di Palma Yanzhu Ji | 2024 | |
Panda: Performance debugging for databases using LLM agents | Vikramank Singh Kapil Eknath Vaidya Vinayshekhar Bannihatti Kumar Sopan Khosla Murali Narayanaswamy | 2024 | |
Piperag: Fast retrieval-augmented generation via algorithm-system co-design | arXiv preprint arXiv:2403.05676 | Wenqi Jiang Shuai Zhang Boran Han Jie Wang Bernie Wang | 2024/3/8 |
Robust query driven cardinality estimation under changing workloads | Proceedings of the VLDB Endowment | Parimarjan Negi Ziniu Wu Andreas Kipf Nesime Tatbul Ryan Marcus | 2023/2/1 |
Technical Perspective for Sherman: A Write-Optimized Distributed B+ Tree Index on Disaggregated Memory | ACM SIGMOD Record | Tim Kraska | 2023/6/8 |
Extract-transform-load for video streams | arXiv preprint arXiv:2310.04830 | Ferdinand Kossmann Ziniu Wu Eugenie Lai Nesime Tatbul Lei Cao | 2023/10/7 |
CorBit: Leveraging Correlations for Compressing Bitmap Indexes | Xi Lyu Andreas Kipf Pascal Pfeil Dominik Horn Jana Giceva | 2023 | |
Auto-WLM: Machine learning enhanced workload management in Amazon Redshift | Gaurav Saxena Mohammad Rahman Naresh Chainani Chunbin Lin George Caragea | 2023/6/4 | |
Seed: Domain-specific data curation with large language models | arXiv e-prints | Zui Chen Lei Cao Sam Madden Tim Kraska Zeyuan Shang | 2023/10 |
Hyperspecialized Compilation for Serverless Data Analytics | Leonhard Spiegelberg Tim Kraska Malte Schwarzkopf | 2023 | |
FactorJoin: a new cardinality estimation framework for join queries | Proceedings of the ACM on Management of Data | Ziniu Wu Parimarjan Negi Mohammad Alizadeh Tim Kraska Samuel Madden | 2023/5/30 |
Seed: Simple, efficient, and effective data management via large language models | arXiv preprint arXiv:2310.00749 | Zui CHen Lei Cao Sam Madden Ju Fan Nan Tang | 2023/10/1 |
Designing an energy-efficient, learning-enhanced algorithm to sort 1TB of ASCII data | Sort Benchmark. Retrieved December | Ani Kristo Padmanabhan Pillai Tim Kraska | 2023 |
Parallel External Sorting of ASCII Records Using Learned Models | arXiv preprint arXiv:2305.05671 | Ani Kristo Tim Kraska | 2023/5/8 |
Visual data computing platform using a progressive computation engine | 2023/9/14 | ||
Should Drag-and-Drop Analytics Become Part of the Data Scientist Toolkit? | Benedetto J Buratti Philipp Eichmann Zeyuan Shang Emanuel Zgraggen Jack Blanc | 2023 | |
Unshackling Database Benchmarking from Synthetic Workloads | Parimarjan Negi Laurent Bindschaedler Mohammad Alizadeh Tim Kraska Jyoti Leeka | 2023/4/3 |
Co-Authors
