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Design Tradeoffs of Data Access Methods

Summary: Survey of data access method design across SQL, NoSQL, and NewSQL, highlighting tradeoffs among read, update, and memory usage. Explores tunable, adaptable access methods, lessons from past work, and open questions under evolving hardware/workload demands. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5212
Venue
SIGMOD
Year
2016
Pagerank
5.6807904e-05
Overall Rank
5,119 | 64.39%
DOI
10.1145/2882903.2912569

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank Citing Paper Year Venue Pagerank
609 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.0001923446
1,375 FITing-Tree: A Data-aware Index Structure 2019 SIGMOD 0.00012303141
2,798 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 8.1080111e-05
3,488 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.0479329e-05
3,793 Constructing and Analyzing the LSM Compaction Design Space 2021 VLDB 6.7617833e-05
3,891 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.659442e-05
5,791 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 5.3268999e-05
7,343 LSM-Trees and B-Trees: The Best of Both Worlds 2019 SIGMOD 4.7568442e-05
11,049 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 4.1945683e-05
11,784 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 38 of 38 cited papers.

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

Rank Cited Paper Year Venue Pagerank
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0032169493
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
32 Differential Files: Their Application To The Maintenance Of Large Data Bases 1976 SIGMOD 0.00077486306
103 Making B+-Trees Cache Conscious in Main Memory 2000 SIGMOD 0.00049150032
121 Improved Query Performance with Variant Indexes 1997 SIGMOD 0.00045447517
237 An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server 1997 VLDB 0.00031726304
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031420034
368 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.000254931
379 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.0002493527
408 Database Cracking 2007 CIDR 0.00023953844
539 Fast Time Sequence Indexing for Arbitrary L_p Norms 2000 VLDB 0.00020666392
542 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020595648
563 Tree Indexing on Solid State Drives 2010 VLDB 0.00020031827
832 Bit Transposed Files 1985 VLDB 0.00016152615
1,035 Bitmap Index Design and Evaluation 1998 SIGMOD 0.00014532778
1,077 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.00014247204
1,091 Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices 2009 VLDB 0.00014142229
1,111 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00013936696
1,117 Cache-Oblivious String B-trees 2006 PODS 0.00013882205
1,248 Don't Thrash: How to Cache Your Hash on Flash 2012 VLDB 0.00013046661
1,477 Fine-grained Partitioning for Aggressive Data Skipping 2014 SIGMOD 0.00011770865
1,524 Sorting And Indexing With Partitioned B-Trees 2003 CIDR 0.00011516282
1,704 An Efficient Bitmap Encoding Scheme for Selection Queries 1999 SIGMOD 0.000108332
1,913 BF-Tree: Approximate Tree Indexing 2014 VLDB 0.00010113937
1,949 Positional Update Handling in Column Stores 2010 SIGMOD 9.9864085e-05
1,989 Column Imprints: A Secondary Index Structure 2013 SIGMOD 9.8478437e-05
2,229 Self-organizing Tuple Reconstruction in Column-stores 2009 SIGMOD 9.2350274e-05
2,363 Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores 2011 VLDB 8.9580928e-05
2,419 Towards a One Size Fits All Database Architecture 2011 CIDR 8.853712e-05
2,987 The Uncracked Pieces in Database Cracking 2014 VLDB 7.7787088e-05
3,280 The Case for RodentStore, an Adaptive, Declarative Storage System 2009 CIDR 7.2828962e-05
3,896 Updating a Cracked Database 2007 SIGMOD 6.6575888e-05
4,506 Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores 2012 VLDB 6.1319277e-05
4,755 Indexing for Interactive Exploration of Big Data Series 2014 SIGMOD 5.946863e-05
5,346 UpBit: Scalable In-Memory Updatable Bitmap Indexing 2016 SIGMOD 5.5561846e-05
5,848 MaSM: Efficient Online Updates in Data Warehouses 2011 SIGMOD 5.3021155e-05
6,201 Concurrency Control for Adaptive Indexing 2012 VLDB 5.1600319e-05
6,708 Just-In-Time Data Structures 2015 CIDR 4.953106e-05
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