Publications
Project Overview
A. Pavlo, G. Angulo, J. Arulraj, H. Lin, J. Lin, L. Ma, P. Menon, T. Mowry, M. Perron, I. Quah, S. Santurkar, A. Tomasic, S. Toor, D. V. Aken, Z. Wang, Y. Wu, R. Xian, and T. Zhang, "Self-Driving Database Management Systems," in CIDR 2017, Conference on Innovative Data Systems Research, 2017. [PDF] [BIBTEX]
@inproceedings{pavlo17,
author = {Andrew Pavlo and Gustavo Angulo and Joy Arulraj and Haibin Lin and Jiexi Lin and Lin Ma and Prashanth Menon and Todd Mowry and Matthew Perron and Ian Quah and Siddharth Santurkar and Anthony Tomasic and Skye Toor and Dana Van Aken and Ziqi Wang and Yingjun Wu and Ran Xian and Tieying Zhang},
title = {Self-Driving Database Management Systems},
booktitle = {{CIDR} 2017, Conference on Innovative Data Systems Research},
year = {2017},
url = {https://db.cs.cmu.edu/papers/2017/p42-pavlo-cidr17.pdf},
}
Self-Driving Components
L. Ma, D. Van Aken, A. Hefny, G. Mezerhane, A. Pavlo, and G. J. Gordon, "Query-based Workload Forecasting for Self-Driving Database Management Systems," in Proceedings of the 2018 International Conference on Management of Data, 2018, pp. 631-645. [PDF] [BIBTEX]
@inproceedings{ma18,
author = {Ma, Lin and Van Aken, Dana and Hefny, Ahmed and Mezerhane, Gustavo and Pavlo, Andrew and Gordon, Geoffrey J.},
title = {Query-based Workload Forecasting for Self-Driving Database Management Systems},
booktitle = {Proceedings of the 2018 International Conference on Management of Data},
series = {SIGMOD '18},
year = {2018},
pages = {631--645},
numpages = {15},
doi = {10.1145/3183713.3196908},
url = {https://db.cs.cmu.edu/papers/2018/mod435-maA.pdf},
}
Storage Management
J. Arulraj, A. Pavlo, and P. Menon, "Bridging the Archipelago Between Row-Stores and Column-Stores for Hybrid Workloads," in Proceedings of the 2016 International Conference on Management of Data, 2016, pp. 583-598. [PDF] [BIBTEX]
@inproceedings{arulraj16-sigmod,
author = {Arulraj, Joy and Pavlo, Andrew and Menon, Prashanth},
title = {Bridging the Archipelago Between Row-Stores and Column-Stores for Hybrid Workloads},
booktitle = {Proceedings of the 2016 International Conference on Management of Data},
series = {SIGMOD '16},
year = {2016},
pages = {583--598},
numpages = {16},
doi = {10.1145/2882903.2915231},
url = {https://db.cs.cmu.edu/papers/2016/arulraj-sigmod2016.pdf},
}
J. Arulraj, M. Perron, and A. Pavlo, "Write-Behind Logging," Proceedings of the VLDB Endowment, vol. 10, pp. 337-348, 2016. [PDF] [BIBTEX]
@article{arulraj16-vldb,
author = {Arulraj, Joy and Perron, Matthew and Pavlo, Andrew},
title = {Write-Behind Logging},
journal = {Proceedings of the VLDB Endowment},
volume = {10},
issue = {4},
issue_date = {November 2016},
month = {November},
year = {2016},
pages = {337--348},
publisher = {VLDB Endowment},
url = {https://db.cs.cmu.edu/papers/2016/p337-arulraj.pdf},
}
J. Arulraj, A. Pavlo, and S. R. Dulloor, "Let’s Talk About Storage \& Recovery Methods for Non-Volatile Memory Database Systems," in Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, 2015, pp. 707-722. [PDF] [BIBTEX]
@inproceedings{arulraj15-sigmod,
author = {Arulraj, Joy and Pavlo, Andrew and Dulloor, Subramanya R.},
title = {Let's Talk About Storage \& Recovery Methods for Non-Volatile Memory Database Systems},
booktitle = {Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data},
series = {SIGMOD '15},
year = {2015},
pages = {707--722},
url = {https://db.cs.cmu.edu/papers/2015/p707-arulraj.pdf},
}
Execution Engine
Z. Wang, A. Pavlo, H. Lim, V. Leis, H. Zhang, M. Kaminsky, and D. G. Andersen, "Building a Bw-Tree Takes More Than Just Buzz Words," in Proceedings of the 2018 ACM International Conference on Management of Data, 2018, pp. 473-488. [PDF] [BIBTEX]
@inproceedings{wang18,
author = {Ziqi Wang and Andrew Pavlo and Hyeontaek Lim and Viktor Leis and Huanchen Zhang and Michael Kaminsky and David G. Andersen},
title = {Building a Bw-Tree Takes More Than Just Buzz Words},
booktitle = {Proceedings of the 2018 ACM International Conference on Management of Data},
series = {SIGMOD '18},
year = {2018},
pages = {473--488},
numpages = {16},
url = {https://db.cs.cmu.edu/papers/2018/mod342-wangA.pdf},
}
P. Menon, T. C. Mowry, and A. Pavlo, "Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last," Proceedings of the VLDB Endowment, vol. 11, pp. 1-13, 2017. [PDF] [BIBTEX]
@article{menon17,
author = {Prashanth Menon and Todd C. Mowry and Andrew Pavlo},
title = {Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last},
journal = {Proceedings of the VLDB Endowment},
volume = {11},
issue = {1},
month = {September},
year = {2017},
pages = {1--13},
publisher = {VLDB Endowment},
url = {https://db.cs.cmu.edu/papers/2017/p1-menon.pdf},
}
Y. Wu, J. Arulraj, J. Lin, R. Xian, and A. Pavlo, "An Empirical Evaluation of In-Memory Multi-Version Concurrency Control," Proceedings of the VLDB Endowment, vol. 10, pp. 781-792, 2017. [PDF] [BIBTEX]
@article{wu17,
author = {Yingjun Wu and Joy Arulraj and Jiexi Lin and Ran Xian and Andrew Pavlo},
title = {An Empirical Evaluation of In-Memory Multi-Version Concurrency Control},
journal = {Proceedings of the VLDB Endowment},
volume = {10},
issue = {7},
month = {March},
year = {2017},
pages = {781--792},
publisher = {VLDB Endowment},
url = {https://db.cs.cmu.edu/papers/2017/p781-wu.pdf},
}