Automatic Contention Detection and Amelioration for Data-Intensive Operations

Summary: Generic framework for parallel data-intensive DB operations with automatic contention detection. UDA/MapReduce-like patterns; provides multi-threaded shared-data infrastructure alleviating hotspots, enabling parallelization without deep concurrency expertise. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4330
Venue: SIGMOD
Year: 2010
Pagerank: 5.3435928e-05
Overall Rank: 8,962 | 38.52%
DOI: 10.1145/1807167.1807221

Incoming Non-self Citations Over Time

Authors

1. John Cieslewicz (Columbia University)
2. Kenneth A. Ross (Columbia University)
3. Kyoho Satsumi (Columbia University)
4. Yang Ye (Columbia University)

BibTeX Citation

@inproceedings{cieslewicz_sigmod10,
        title = {{Automatic Contention Detection and Amelioration for Data-Intensive Operations}},
        author = {Cieslewicz, John and Ross, Kenneth A. and Satsumi, Kyoho and Ye, Yang},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807221},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807221},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
634	Rethinking SIMD Vectorization for In-Memory Databases	2015	SIGMOD	0.00015533814
6,714	Towards Unified Ad-hoc Data Processing	2014	SIGMOD	5.7959651e-05
10,409	TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap	2026	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
29	Database Architecture Optimized for the New Bottleneck: Memory Access	1999	VLDB	0.00052093615
105	Quickly Generating Billion-Record Synthetic Databases	1994	SIGMOD	0.00033877899
109	DBMSs On A Modern Processor: Where Does Time Go?	1999	VLDB	0.000331207
632	Adaptive Aggregation on Chip Multiprocessors	2007	VLDB	0.00015575286
696	Main-Memory Scan Sharing For Multi-Core CPUs	2008	VLDB	0.00014891322
2,679	Database Servers on Chip Multiprocessors: Limitations and Opportunities	2007	CIDR	8.2675008e-05
4,772	Improving Database Performance on Simultaneous Multithreading Processors	2005	VLDB	6.5154736e-05

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