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Holistic Indexing in Main-memory Column-stores

Summary: Holistic indexing enables zero-setup automated index tuning via incremental, continuous refinement of adaptive indices during query processing. Idle CPU cycles refine the most beneficial indices in parallel with queries; validated on an open-source column-store with TPC-H and SkyServer, yielding substantial gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
he18f9e8912bb203c
Venue
SIGMOD
Year
2015
Pagerank
6.2602133e-05
Overall Rank
5,131 | 65.51%
DOI
10.1145/2723372.2723719

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{petraki_sigmod15,
        title = {{Holistic Indexing in Main-memory Column-stores}},
        author = {Petraki, Eleni and Idreos, Stratos and Manegold, Stefan},
        series = {{SIGMOD} '15},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2723372.2723719},
        url = {https://dl.acm.org/doi/10.1145/2723372.2723719},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 30 of 30 cited papers.

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

Rank Cited Paper Year Venue Pagerank
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036364464
114 A Decomposition Storage Model 1985 SIGMOD 0.00031928929
151 An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server 1997 VLDB 0.00028672526
187 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.0002592488
210 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024851502
251 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00023143736
253 Database Cracking 2007 CIDR 0.00023042111
287 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00021970198
319 Making Database Systems Usable 2007 SIGMOD 0.00021164857
378 AutoAdmin "What-if" Index Analysis Utility 1998 SIGMOD 0.00019549382
389 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00019269777
491 Database Tuning Advisor for Microsoft SQL Server 2005 2004 VLDB 0.00017413042
529 Automatic SQL Tuning in Oracle 10g 2004 VLDB 0.00016866092
673 Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 2010 VLDB 0.0001488755
873 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00013338838
1,069 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012185253
1,116 A Comprehensive Study of Main-Memory Partitioning and its Application to Large-Scale Comparison- and Radix-Sort 2014 SIGMOD 0.00011962096
1,380 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010862758
1,694 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.8562172e-05
1,836 Merging What's Cracked, Cracking What's Merged: Adaptive Indexing in Main-Memory Column-Stores 2011 VLDB 9.535551e-05
1,863 The Researcher's Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds 2011 VLDB 9.4846052e-05
1,925 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.3670488e-05
2,383 The Uncracked Pieces in Database Cracking 2014 VLDB 8.5435328e-05
2,440 A Case for Staged Database Systems 2003 CIDR 8.46509e-05
2,605 dbTouch: Analytics at your Fingertips 2013 CIDR 8.229938e-05
3,606 Updating a Cracked Database 2007 SIGMOD 7.1686756e-05
3,878 Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores 2012 VLDB 6.9512776e-05
4,986 Indexing for Interactive Exploration of Big Data Series 2014 SIGMOD 6.3264608e-05
6,005 Concurrency Control for Adaptive Indexing 2012 VLDB 5.9164805e-05
9,717 HiNGE: Enabling Temporal Network Analytics at Scale 2013 SIGMOD 5.1358538e-05
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