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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
h0b9422d9c10ed3ad
Venue
SIGMOD
Year
2015
Pagerank
7.6236292e-05
Overall Rank
3,122 | 79.02%
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
1,241 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378254
2,089 FoundationDB: A Distributed Unbundled Transactional Key Value Store 2021 SIGMOD 9.06623e-05
2,798 Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries 2018 VLDB 7.9933329e-05
2,873 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 7.9225385e-05
3,922 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.9229432e-05
4,048 Fast Scans on Key-Value Stores 2017 VLDB 6.8304396e-05
4,237 Accelerating Dynamic Graph Analytics on GPUs 2018 VLDB 6.7107028e-05
4,877 Caribou: Intelligent Distributed Storage 2017 VLDB 6.3721859e-05
5,822 SnappyData: A Hybrid Transactional Analytical Store Built On Spark 2016 SIGMOD 5.9826812e-05
7,325 BP-tree: Overcoming the Point-Range Operation Tradeoff for In-Memory B-trees 2023 VLDB 5.5522404e-05
7,701 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 5.474978e-05
8,014 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.4070928e-05
12,167 Block as a Value for SQL over NoSQL 2019 VLDB 4.9793485e-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 0.00068998927
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00064031282
48 Weaving Relations for Cache Performance 2001 VLDB 0.00043805923
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036364464
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00028317906
219 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024363532
287 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00021970198
408 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00018900199
431 HYRISE—A Main Memory Hybrid Storage Engine 2011 VLDB 0.00018403783
451 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00018025073
667 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014978213
781 The Case for Determinism in Database Systems 2010 VLDB 0.000140247
1,236 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011402848
1,335 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001099401
1,380 H2O: A Hands-free Adaptive Store 2014 SIGMOD 0.00010862758
1,583 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.00010169494
1,918 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.3789552e-05
2,628 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.2053454e-05
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