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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
h554b8848e0ec37df
Venue
SIGMOD
Year
2016
Pagerank
5.8227911e-05
Overall Rank
6,288 | 57.73%
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
1,747 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 9.7335416e-05
8,082 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.3942942e-05
9,471 Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing 2019 SIGMOD 5.1711628e-05
9,750 DITIR: Distributed Index for High Throughput Trajectory Insertion and Real-time Temporal Range Query 2017 VLDB 5.1349531e-05
10,318 Out-of-order Execution of Database Queries 2020 VLDB 5.0367346e-05
11,138 anagodb: Offering Massive Parallelism for Database Engine 2025 SIGMOD 4.9793485e-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
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056855599
27 Database Architecture Optimized for the New Bottleneck: Memory Access 1999 VLDB 0.0005158963
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049839909
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.0002749118
210 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024851502
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024598661
251 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00023143736
361 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020006406
423 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00018491327
432 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00018339357
626 Adaptive Aggregation on Chip Multiprocessors 2007 VLDB 0.00015473276
799 A Comparison of Join Algorithms for Log Processing in MapReduce 2010 SIGMOD 0.00013889081
1,271 Managing Intra-operator Parallelism in Parallel Database Systems 1995 VLDB 0.00011252507
1,387 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.00010825457
1,884 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4388097e-05
2,897 Dynamic Load Balancing in Hierarchical Parallel Database Systems 1996 VLDB 7.8854343e-05
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