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Elastic Pipelining in an In-Memory Database Cluster

Summary: Elastic pipelining in an in-memory cluster enables runtime intra-node parallelism via an elastic iterator model and a dynamic scheduler. Adapts CPU allocation to live pipeline workloads, achieving near-full utilization and gains vs open-source systems. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5157
Venue
SIGMOD
Year
2016
Pagerank
5.9399698e-05
Overall Rank
6,255 | 57.09%
DOI
10.1145/2882903.2882904

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{wang_sigmod16,
        title = {{Elastic Pipelining in an In-Memory Database Cluster}},
        author = {Wang, Li and Zhou, Minqi and Zhang, Zhenjie and Yang, Yin and Zhou, Aoying and Bitton, Dina},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2882904},
        url = {https://dl.acm.org/doi/10.1145/2882903.2882904},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank Citing Paper Year Venue Pagerank
1,977 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 9.3641101e-05
7,915 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.5181056e-05
9,336 Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing 2019 SIGMOD 5.2878276e-05
9,574 DITIR: Distributed Index for High Throughput Trajectory Insertion and Real-time Temporal Range Query 2017 VLDB 5.2528121e-05
10,096 Out-of-order Execution of Database Queries 2020 VLDB 5.1523392e-05
10,704 anagodb: Offering Massive Parallelism for Database Engine 2025 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
29 Database Architecture Optimized for the New Bottleneck: Memory Access 1999 VLDB 0.00052093615
32 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00050111008
165 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027693424
209 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024932174
241 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023654664
252 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00023242719
360 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020182846
423 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00018725853
425 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00018704491
632 Adaptive Aggregation on Chip Multiprocessors 2007 VLDB 0.00015575286
769 A Comparison of Join Algorithms for Log Processing in MapReduce 2010 SIGMOD 0.00014166872
1,291 Managing Intra-operator Parallelism in Parallel Database Systems 1995 VLDB 0.00011307625
1,369 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.0001099892
1,889 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.5335988e-05
2,846 Dynamic Load Balancing in Hierarchical Parallel Database Systems 1996 VLDB 8.0594267e-05
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