Efficient semantic-aware coflow scheduling for data-parallel jobs

2016 IEEE International Conference on Cluster Computing (CLUSTER) ◽

10.1109/cluster.2016.82 ◽

2016 ◽

Author(s):

Ziyang Li ◽

Yiming Zhang ◽

Yunxiang Zhao ◽

Dongsheng Li

Keyword(s):

Data Parallel ◽

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Cluster fair queueing: Speeding up data-parallel jobs with delay guarantees

IEEE INFOCOM 2017 - IEEE Conference on Computer Communications ◽

10.1109/infocom.2017.8056948 ◽

2017 ◽

Author(s):

Chen Chen ◽

Wei Wang ◽

Shengkai Zhang ◽

Bo Li

Keyword(s):

Fair Queueing ◽

Data Parallel ◽

Parallel Jobs ◽

Delay Guarantees

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ReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep Learning

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications ◽

10.1109/infocom41043.2020.9155521 ◽

2020 ◽

Author(s):

Zhiyao Hu ◽

Dongsheng Li ◽

Dongxiang Zhang ◽

Yixin Chen

Keyword(s):

Resource Allocation ◽

Deep Learning ◽

Data Parallel ◽

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Network-Aware Scheduling for Data-Parallel Jobs

ACM SIGCOMM Computer Communication Review ◽

10.1145/2829988.2787488 ◽

2015 ◽

Vol 45 (4) ◽

pp. 407-420 ◽

Author(s):

Virajith Jalaparti ◽

Peter Bodik ◽

Ishai Menache ◽

Sriram Rao ◽

Konstantin Makarychev ◽

...

Keyword(s):

Data Parallel ◽

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Characterizing and Synthesizing Task Dependencies of Data-Parallel Jobs in Alibaba Cloud

Proceedings of the ACM Symposium on Cloud Computing - SoCC '19 ◽

10.1145/3357223.3362710 ◽

2019 ◽

Author(s):

Huangshi Tian ◽

Yunchuan Zheng ◽

Wei Wang

Keyword(s):

Data Parallel ◽

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Optimizing Resource Allocation for Data-parallel Jobs via GCN-based Prediction

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2021.3055019 ◽

2021 ◽

pp. 1-1

Author(s):

Zhiyao Hu ◽

Dongsheng Li ◽

Dongxiang Zhang ◽

Yiming Zhang ◽

Baoyun Peng

Keyword(s):

Resource Allocation ◽

Data Parallel ◽

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Seflow: Efficient Flow Scheduling for Data-Parallel Jobs

2017 IEEE 37th International Conference on Distributed Computing Systems Workshops (ICDCSW) ◽

10.1109/icdcsw.2017.40 ◽

2017 ◽

Author(s):

Qiao Zhou ◽

Ziyang Li ◽

Ping Zhong ◽

Tian Tian ◽

Yuxing Peng

Keyword(s):

Data Parallel ◽

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Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs

Euro-Par 2019: Parallel Processing Workshops - Lecture Notes in Computer Science ◽

10.1007/978-3-030-48340-1_40 ◽

2020 ◽

pp. 519-530 ◽

Author(s):

Lauritz Thamsen ◽

Ilya Verbitskiy ◽

Sasho Nedelkoski ◽

Vinh Thuy Tran ◽

Vinícius Meyer ◽

...

Keyword(s):

Data Parallel ◽

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Co-scheduler: Accelerating Data-Parallel Jobs in Datacenter Networks with Optical Circuit Switching

2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS) ◽

10.1109/icdcs.2019.00027 ◽

2019 ◽

Author(s):

Zhuozhao Li ◽

Haiying Shen

Keyword(s):

Circuit Switching ◽

Data Parallel ◽

Datacenter Networks ◽

Parallel Jobs ◽

Optical Circuit ◽

Optical Circuit Switching

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Best Effort Task Scheduling for Data Parallel Jobs

Proceedings of the 2016 conference on ACM SIGCOMM 2016 Conference - SIGCOMM '16 ◽

10.1145/2934872.2959047 ◽

2016 ◽

Author(s):

Ziyang Li ◽

Yiming Zhang ◽

Yunxiang Zhao ◽

Yuxing Peng ◽

Dongsheng Li

Keyword(s):

Task Scheduling ◽

Best Effort ◽

Data Parallel ◽

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Network-Aware Scheduling for Data-Parallel Jobs

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication - SIGCOMM '15 ◽

10.1145/2785956.2787488 ◽

2015 ◽

Author(s):

Virajith Jalaparti ◽

Peter Bodik ◽

Ishai Menache ◽

Sriram Rao ◽

Konstantin Makarychev ◽

...

Keyword(s):

Data Parallel ◽

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