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title = {Large-scale cluster management at {Google} with {Borg}},
author = {Abhishek Verma and Luis Pedrosa and Madhukar R. Korupolu and David Oppenheimer and Eric Tune and John Wilkes},
year = {2015},
booktitle = {Proceedings of the European Conference on Computer Systems (EuroSys)},
address = {Bordeaux, France}
title = {Borg: the Next Generation},
author = {Muhammad Tirmazi and Adam Barker and Nan Deng and Md Ehtesam Haque and Zhijing Gene Qin and Steven Hand and Mor Harchol-Balter and John Wilkes},
year = {2020},
booktitle = {EuroSys'20},
address = {Heraklion, Crete}
author={Rosà, Andrea and Chen, Lydia Y. and Binder, Walter},
booktitle={2015 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks},
title={Understanding the Dark Side of Big Data Clusters: An Analysis beyond Failures},
@misc{google-drive-marso, title={Google cluster-usage traces v3.pdf}, url={}, journal={Google Drive}, publisher={Google}, author={Wilkes, John}, year={2020}, month={Aug}}
author={Lasantha, Dimuth and Ray, Biplob},
booktitle={2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)},
title={Priority Based Modeling and Comparative Study of Google Cloud Resources between 2011 and 2019},
author = {Rzadca, Krzysztof and Findeisen, Pawel and Swiderski, Jacek and Zych, Przemyslaw and Broniek, Przemyslaw and Kusmierek, Jarek and Nowak, Pawel and Strack, Beata and Witusowski, Piotr and Hand, Steven and Wilkes, John},
title = {Autopilot: Workload Autoscaling at Google},
year = {2020},
isbn = {9781450368827},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {},
doi = {10.1145/3342195.3387524},
booktitle = {Proceedings of the Fifteenth European Conference on Computer Systems},
articleno = {16},
numpages = {16},
location = {Heraklion, Greece},
series = {EuroSys '20}
@INPROCEEDINGS{golf-course, author={Lin, Yuhui and Barker, Adam and Ceesay, Sheriffo}, booktitle={2020 IEEE International Conference on Big Data (Big Data)}, title={Exploring Characteristics of Inter-cluster Machines and Cloud Applications on Google Clusters}, year={2020}, volume={}, number={}, pages={2785-2794}, doi={10.1109/BigData50022.2020.9377802}}
author={Schroeder, Bianca and Gibson, Garth A.},
journal={IEEE Transactions on Dependable and Secure Computing},
title={A Large-Scale Study of Failures in High-Performance Computing Systems},
author = {Schroeder, Bianca and Pinheiro, Eduardo and Weber, Wolf-Dietrich},
title = {DRAM Errors in the Wild: A Large-Scale Field Study},
year = {2011},
issue_date = {February 2011},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {54},
number = {2},
issn = {0001-0782},
url = {},
doi = {10.1145/1897816.1897844},
journal = {Commun. ACM},
month = feb,
pages = {100107},
numpages = {8}
author = {Lu, Shan and Park, Soyeon and Seo, Eunsoo and Zhou, Yuanyuan},
title = {Learning from Mistakes: A Comprehensive Study on Real World Concurrency Bug Characteristics},
year = {2008},
isbn = {9781595939586},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {},
doi = {10.1145/1346281.1346323},
booktitle = {Proceedings of the 13th International Conference on Architectural Support for Programming Languages and Operating Systems},
pages = {329339},
numpages = {11},
keywords = {concurrency bug, concurrent program, bug characteristics},
location = {Seattle, WA, USA},
series = {ASPLOS XIII}
author = {Yuan, Ding and Park, Soyeon and Huang, Peng and Liu, Yang and Lee, Michael M. and Tang, Xiaoming and Zhou, Yuanyuan and Savage, Stefan},
title = {Be Conservative: Enhancing Failure Diagnosis with Proactive Logging},
year = {2012},
isbn = {9781931971966},
publisher = {USENIX Association},
address = {USA},
booktitle = {Proceedings of the 10th USENIX Conference on Operating Systems Design and Implementation},
pages = {293306},
numpages = {14},
location = {Hollywood, CA, USA},
series = {OSDI'12}
@misc{google-proto-marso, title={Google 2019 Borg traces protobuffer specification}, url={}, journal={GitHub}, publisher={Google}, author={Deng, Nan}, year={2020}, month={Aug}}
@misc{github-marso, title={Borg cluster traces from Google}, url={}, journal={GitHub}, publisher={Google}, author={Wilkies, John}, year={2020}, month={Aug}}