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Operational Analytics Data Management Systems

Summary: Tutorial on operational analytics systems for high-performance ad hoc queries over continuously ingested and updated data. Traces evolution from warehouses/OLAP appliances to distributed real-time, in-memory engines, emphasizing storage, access paths, and processing. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
11481
Venue
VLDB
Year
2016
Pagerank
5.4933919e-05
Overall Rank
8,072 | 44.62%
DOI
10.14778/3007263.3007319

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{bohm_vldb16,
        title = {{Operational Analytics Data Management Systems}},
        author = {Böhm, Alexander and Dittrich, Jens and Mukherjee, Niloy and Pandis, Ippokratis and Sen, Rajkumar},
        journal = {PVLDB},
        series = {{VLDB} '16},
        volume = {9},
        number = {13},
        pages = {1601--1604},
        doi = {10.14778/3007263.3007319},
        url = {https://doi.org/10.14778/3007263.3007319},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
1,312 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011193166
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Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

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

Rank Cited Paper Year Venue Pagerank
23 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
68 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00038446206
115 A Decomposition Storage Model 1985 SIGMOD 0.00032338948
165 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027693424
216 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024498128
330 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002104801
383 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00019520728
394 A Case for Fractured Mirrors 2002 VLDB 0.00019306179
575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016257033
612 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001573018
670 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015157572
966 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00012920281
981 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.0001284025
1,022 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012602841
1,203 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011671169
1,629 Positional Update Handling in Column Stores 2010 SIGMOD 0.00010184131
1,632 Data Morphing: An Adaptive, Cache-Conscious Storage Technique 2003 VLDB 0.0001016847
1,854 Towards a One Size Fits All Database Architecture 2011 CIDR 9.6069414e-05
1,879 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.5613416e-05
1,915 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.4884706e-05
1,950 How to Barter Bits for Chronons: Compression and Bandwidth Trade Offs for Database Scans 2007 SIGMOD 9.4271737e-05
2,276 Shared Workload Optimization 2014 VLDB 8.8196376e-05
4,001 Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement 2015 VLDB 6.9663191e-05
4,452 Just-in-time compilation for SQL query processing 2013 VLDB 6.6942969e-05
4,560 Distributed Architecture of Oracle Database In-memory 2015 VLDB 6.6309507e-05
7,059 A Comparison of Knives for Bread Slicing 2013 VLDB 5.7146962e-05
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