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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
5.8200348e-05
Overall Rank
6,291 | 57.72%
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
1,748 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 9.7289385e-05
8,089 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.3917406e-05
9,482 Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing 2019 SIGMOD 5.1687151e-05
9,755 DITIR: Distributed Index for High Throughput Trajectory Insertion and Real-time Temporal Range Query 2017 VLDB 5.1325223e-05
10,325 Out-of-order Execution of Database Queries 2020 VLDB 5.0343502e-05
11,147 anagodb: Offering Massive Parallelism for Database Engine 2025 SIGMOD 4.9769913e-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 0.00056835296
27 Database Architecture Optimized for the New Bottleneck: Memory Access 1999 VLDB 0.00051576613
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049821554
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027480091
210 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024844328
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024589307
251 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00023136934
362 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00019999596
425 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00018485358
432 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00018331051
625 Adaptive Aggregation on Chip Multiprocessors 2007 VLDB 0.00015472161
799 A Comparison of Join Algorithms for Log Processing in MapReduce 2010 SIGMOD 0.00013882649
1,272 Managing Intra-operator Parallelism in Parallel Database Systems 1995 VLDB 0.00011247557
1,388 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.00010820564
1,885 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4345374e-05
2,897 Dynamic Load Balancing in Hierarchical Parallel Database Systems 1996 VLDB 7.8817062e-05
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