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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
5070
Venue
SIGMOD
Year
2015
Pagerank
7.7725834e-05
Overall Rank
3,082 | 78.86%
DOI
10.1145/2723372.2742783

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{braun_sigmod15,
        title = {{Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database}},
        author = {Braun, Lucas and Etter, Thomas and Gasparis, Georgios and Kaufmann, Martin and Kossmann, Donald and Widmer, Daniel and Avitzur, Aharon and Iliopoulos, Anthony and Levy, Eliezer and Liang, Ning},
        series = {{SIGMOD} '15},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2723372.2742783},
        url = {https://dl.acm.org/doi/10.1145/2723372.2742783},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
1,238 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011543368
2,469 FoundationDB: A Distributed Unbundled Transactional Key Value Store 2021 SIGMOD 8.5354086e-05
2,747 Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries 2018 VLDB 8.1711208e-05
2,868 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 8.0156936e-05
3,851 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 7.0735328e-05
4,058 Fast Scans on Key-Value Stores 2017 VLDB 6.9335663e-05
4,171 Accelerating Dynamic Graph Analytics on GPUs 2018 VLDB 6.8537202e-05
4,862 Caribou: Intelligent Distributed Storage 2017 VLDB 6.4741258e-05
5,700 SnappyData: A Hybrid Transactional Analytical Store Built On Spark 2016 SIGMOD 6.1167342e-05
7,189 BP-tree: Overcoming the Point-Range Operation Tradeoff for In-Memory B-trees 2023 VLDB 5.6775326e-05
7,551 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 5.6006414e-05
7,856 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.5306709e-05
11,867 Block as a Value for SQL over NoSQL 2019 VLDB 5.093636e-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
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00069513174
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
49 Weaving Relations for Cache Performance 2001 VLDB 0.00043781096
83 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036185259
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.0002863588
216 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024498128
293 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00022259273
428 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018633493
438 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00018471721
441 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00018407547
670 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015157572
766 The Case for Determinism in Database Systems 2010 VLDB 0.0001420984
1,242 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011516162
1,315 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.00011181796
1,367 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00011014419
1,637 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.0001015538
1,879 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.5613416e-05
2,599 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.3583572e-05
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