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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
5009
Venue
SIGMOD
Year
2015
Pagerank
7.1505623e-05
Overall Rank
3,387 | 76.47%
DOI
10.1145/2723372.2742783

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
1,503 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.0001161148
2,954 Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries 2018 VLDB 7.8218804e-05
3,011 FoundationDB: A Distributed Unbundled Transactional Key Value Store 2021 SIGMOD 7.716566e-05
3,335 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 7.2023806e-05
3,879 Caribou: Intelligent Distributed Storage 2017 VLDB 6.6657548e-05
4,490 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.137834e-05
4,578 Accelerating Dynamic Graph Analytics on GPUs 2018 VLDB 6.0651154e-05
4,639 Fast Scans on Key-Value Stores 2017 VLDB 6.0229334e-05
5,269 SnappyData: A Hybrid Transactional Analytical Store Built On Spark 2016 SIGMOD 5.5926223e-05
7,533 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 4.7134753e-05
7,990 BP-tree: Overcoming the Point-Range Operation Tradeoff for In-Memory B-trees 2023 VLDB 4.6086117e-05
8,078 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 4.5873626e-05
11,677 Block as a Value for SQL over NoSQL 2019 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

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
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076209479
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
136 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00042409816
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00033609709
307 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028226342
343 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00026756534
497 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00021667647
585 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00019682634
594 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00019515008
934 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015201246
961 The Case for Determinism in Database Systems 2010 VLDB 0.00015028453
1,588 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011232949
1,726 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.00010734339
1,801 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010485628
1,956 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 9.9626473e-05
2,372 Predictable Performance for Unpredictable Workloads 2009 VLDB 8.940791e-05
2,409 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.867144e-05
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