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Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database

Summary: Integrated HTAP: key-value event processing and SQL analytics on one distributed store for real-time hybrids. PAX-like storage, shared scans, and interleaved delta merging enable linear scale-out; 10 ms/event and 100 ms/query on 12 commodity servers, beating competitors by 2.5x analytics and 100x updates. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5008
Venue
SIGMOD
Year
2015
Pagerank
7.1571148e-05
Overall Rank
3,388 | 76.44%
DOI
10.1145/2723372.2742783

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Showing 13 of 13 citing papers.

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Showing 18 of 18 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 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055721729
137 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00042342967
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.0003354907
305 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028248614
343 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00026768139
500 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00021637423
586 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00019685374
596 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00019481482
940 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015173166
959 The Case for Determinism in Database Systems 2010 VLDB 0.00015025361
1,588 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011239313
1,731 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001073454
1,807 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010487796
1,957 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 9.9598319e-05
2,372 Predictable Performance for Unpredictable Workloads 2009 VLDB 8.947963e-05
2,412 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.8726508e-05
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