The DOI matches its Crossref record; 23 of the 23 references it cites were found in a registry or an index.
Borg: the next generation
Open accessAbstract
This paper analyzes a newly-published trace that covers 8 different Borg [35] clusters for the month of May 2019. The trace enables researchers to explore how scheduling works in large-scale production compute clusters. We highlight how Borg has evolved and perform a longitudinal comparison of the newly-published 2019 trace against the 2011 trace, which has been highly cited within the research community.
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Cites
2017 USENIX Annual Technical Conference (USENIX ATC'17)
Quoc, D. L., Beck, M. S., Bhatotia, P., Chen, R., Fetzer, C. W., & Strufe, T. (2017) · Cited by 3,091
MapReduce: Simplified Data Processing on Large Cluster
Senior Software Developer, A. U., & Dayalan, M. (2018) · International Journal of Research and Engineering · doi:10.21276/ijre.2018.5.5.4 · Cited by 2,948
Apache Hadoop YARN: yet another resource negotiator
Vavilapalli, V. K., Murthy, A. C., Douglas, C., Agarwal, S., Konar, M., Evans, R., Graves, T., Lowe, J., Shah, H., Seth, S., et al. (2013) · Proceedings of the 4th annual Symposium on Cloud Computing · doi:10.1145/2523616.2523633 · Cited by 1,848
(2011) · doi:10.5555/1972457.1972488 · Cited by 1,619
Large-scale cluster management at Google with Borg
Verma, A., Pedrosa, L., Korupolu, M., Oppenheimer, D., Tune, E., & Wilkes, J. (2015) · Proceedings of the Tenth European Conference on Computer Systems · doi:10.1145/2741948.2741964 · Cited by 1,468
Self-citationHeterogeneity and dynamicity of clouds at scale: Google trace analysis
Reiss, C., Tumanov, A., Ganger, G. R., Katz, R. H., & Kozuch, M. A. (2012) · Proceedings of the Third ACM Symposium on Cloud Computing · doi:10.1145/2391229.2391236 · Cited by 1,063
Dremel: interactive analysis of web-scale datasets
Melnik, S., Gubarev, A., Long, J. J., Romer, G., Shivakumar, S., Tolton, M., & Vassilakis, T. (2010) · Proceedings of the VLDB Endowment · doi:10.14778/1920841.1920886 · Cited by 711
Omega: flexible, scalable schedulers for large compute clusters
Schwarzkopf, M., Konwinski, A., Abd-El-Malek, M., & Wilkes, J. (2013) · Proceedings of the 8th ACM European Conference on Computer Systems · doi:10.1145/2465351.2465386 · Cited by 650
Self-citationCortez, E., Bonde, A., Muzio, A., Russinovich, M., Fontoura, M., & Bianchini, R. (2017) · Proceedings of the 26th Symposium on Operating Systems Principles · doi:10.1145/3132747.3132772 · Cited by 633
Performance Modeling and Design of Computer Systems: Queueing Theory in Action
Harchol‐Balter, M. (2013) · Cited by 516
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Carbon-aware computing for datacenters
Radovanović, A., Koningstein, R., Schneider, I., Chen, B., Duarte, A., Roy, B., Xiao, D., Haridasan, M., Hung, P., Care, N., et al. (2023) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2022.3173250 · Cited by 353
Autopilot: workload autoscaling at Google
Rzadca, K., Findeisen, P., Swiderski, J., Zych, P., Broniek, P., Kusmierek, J., Nowak, P., Strack, B., Witusowski, P., Hand, S., et al. (2020) · Proceedings of the Fifteenth European Conference on Computer Systems · doi:10.1145/3342195.3387524 · Cited by 303
Self-citationReducing the Carbon Impact of Generative AI Inference (today and in 2035)
Chien, A. A., Lin, L., Nguyen, H., Rao, V., Sharma, T., & Wijayawardana, R. (2023) · Proceedings of the 2nd Workshop on Sustainable Computer Systems · doi:10.1145/3604930.3605705 · Cited by 128
Acto: automatic end-to-end testing for operation correctness of cloud system management
Gu, J. T., Sun, X., Zhang, W., Jiang, Y., Wang, C., Vaziri, M., Legunsen, O., & Xu, T. (2023) · Proceedings of the 29th Symposium on Operating Systems Principles · doi:10.1145/3600006.3613161 · Cited by 22
Adaptive Capacity Provisioning for Carbon-Aware Data Centers: A Digital Twin-Based Approach
Cao, Z., Wang, R., Zhou, X., Tan, R., Wen, Y., Yan, Y., & Wang, Z. (2025) · IEEE Transactions on Sustainable Computing · doi:10.1109/tsusc.2025.3526192 · Cited by 16
Metadata
- Authors
- Tirmazi, M., Barker, A., Deng, N., Haque, M. E., Qin, Z. G., Hand, S., Harchol-Balter, M., & Wilkes, J.
- Venue
- Proceedings of the Fifteenth European Conference on Computer Systems
- Publisher
- ACM
- Published
- 2020-04-15
- Pages
- 1-14
- OpenAlex
- W3021027963
- Cited by
- 325
- References
- 23
- FWCI
- 29.96
- Type
- conference paper
- Language
- en
- Open access
- gold
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- CoChat. (2026). Citation check: Borg: the next generation. https://app.cochat.ai/papers/10.1145/3342195.3387517
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- Tirmazi, M., Barker, A., Deng, N., Haque, M. E., Qin, Z. G., Hand, S., Harchol-Balter, M., & Wilkes, J. (2020). Borg: the next generation. Proceedings of the Fifteenth European Conference on Computer Systems. https://doi.org/10.1145/3342195.3387517
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
