This is a landing page for all the source code of the cloud oracle projects.
- Cloud Oracle prototype for min. latency fault-tolerant object placement (CIDR'24)
- SkyPIE Cloud Oracle for min. cost replicated object placement (SIGMOD'24)
- Precomputation of the SkyPIE Cloud Oracle (SIGMOD'24)
SkyPIE: A Fast & Accurate Object Placement Oracle
Optimizing the cloud? Don’t train models. Build oracles!
@article{10.1145/3639310,
author = {Bang, Tiemo and Douglas, Chris and Crooks, Natacha and Hellerstein, Joseph M.},
title = {SkyPIE: A Fast \& Accurate Oracle for Object Placement},
year = {2024},
issue_date = {February 2024},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {2},
number = {1},
url = {https://doi.org/10.1145/3639310},
doi = {10.1145/3639310},
journal = {Proc. ACM Manag. Data},
month = {mar},
articleno = {55},
numpages = {27},
keywords = {cloud oracle, data placement, exact, object placement, offline}
}
@inproceedings{cidr_2024/cloud_oracle,
author = {Tiemo Bang and Conor Power and Siavash Ameli and Natacha Crooks and Joseph M. Hellerstein},
title = {Optimizing the cloud? Don’t train models. Build oracles!},
booktitle = {14th Annual Conference on Innovative Data Systems Research, {CIDR} 2024 Chaminade, USA, January 14-17, 2024},
publisher = {{www.cidrdb.org}},
year = {2024},
url = {{https://www.cidrdb.org/cidr2024/papers/p47-bang.pdf}}
}
@dataset{bang_2024_13129407,
author = {Bang, Tiemo},
title = {{Ubuntu One multi-cloud object storage trace
sublement to "SkyPIE: A Fast \& Accurate Oracle for
Object Placement"}},
month = jul,
year = 2024,
publisher = {Zenodo},
doi = {10.5281/zenodo.13129407},
url = {https://doi.org/10.5281/zenodo.13129407}
}