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Templating Shuffles

Summary: TeShu: a unified, extensible shuffle service that represents optimization choices as parameterized shuffle templates capturing application, workload, and data‑center variability. Templates are instantiated via efficient sampling to quickly find near‑optimal shuffles. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
499
Venue
CIDR
Year
2023
Pagerank
5.093636e-05
Overall Rank
11,360 | 22.07%
DOI
-

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@inproceedings{zhang_cidr23,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '23},
        title = {{Templating Shuffles}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Zhang, Qizhen and Wu, Jiacheng and Chen, Ang and Liu, Vincent and Loo, Boon Thau},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
3 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0012250108
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
220 Storm @Twitter 2014 SIGMOD 0.00024244587
389 One Trillion Edges: Graph Processing at Facebook-Scale 2015 VLDB 0.00019386526
415 SystemML: Declarative Machine Learning on Spark 2016 VLDB 0.0001888524
939 Starling: A Scalable Query Engine on Cloud Functions 2020 SIGMOD 0.00013083524
1,203 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011671169
1,784 Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020 SIGMOD 9.7726335e-05
2,343 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.7213493e-05
2,594 Big Data Analytics with Datalog Queries on Spark 2016 SIGMOD 8.3646367e-05
3,100 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.7608255e-05
3,868 DFI: The Data Flow Interface for High-Speed Networks 2021 SIGMOD 7.0614899e-05
4,333 Boxer: Data Analytics on Network-enabled Serverless Platforms 2021 CIDR 6.7558205e-05
4,456 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 6.692321e-05
5,871 Cheetah: Accelerating Database Queries with Switch Pruning 2020 SIGMOD 6.0604381e-05
8,318 Optimizing Declarative Graph Queries at Large Scale 2019 SIGMOD 5.4548766e-05
8,394 Topology-aware Parallel Data Processing: Models, Algorithms and Systems at Scale 2020 CIDR 5.4349805e-05
9,640 Supporting Scalable Analytics with Latency Constraints 2015 VLDB 5.2434488e-05
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