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SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics

Summary: SnappyData unifies Apache Spark's lineage-based analytics engine with Apache GemFire's consensus/replication transactional store to run streaming, OLTP, and interactive analytics in a single cluster. Paper presents system design and techniques to reconcile lineage vs consensus models. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
hf4cba1369a7254ec
Venue
CIDR
Year
2017
Pagerank
7.9024682e-05
Overall Rank
2,871 | 80.76%
DOI
-
PDF
Download (CC BY 3.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{mozafari_cidr17,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '17},
        title = {{SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Mozafari, Barzan and Ramnarayan, Jags and Menon, Sudhir and Mahajan, Yogesh and Chakraborty, Soubhik and Bhanawat, Hemant and Bachhav, Kishor},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
232 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023776373
770 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014086699
1,327 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011014905
2,040 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.1319608e-05
2,896 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.8855049e-05
2,959 F1 Lightning: HTAP as a Service 2020 VLDB 7.7990674e-05
3,435 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.2845431e-05
3,814 UlTraMan: A Unified Platform for Big Trajectory Data Management and Analytics 2018 VLDB 6.9867936e-05
5,157 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2362793e-05
5,605 How Good is My HTAP System? 2022 SIGMOD 6.0511725e-05
5,841 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 5.9569427e-05
6,014 Approximate Query Engines: Commercial Challenges and Research Opportunities 2017 SIGMOD 5.8956963e-05
6,481 Contention-Aware Lock Scheduling for Transactional Databases 2018 VLDB 5.7529529e-05
7,232 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.563377e-05
8,305 Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters 2019 VLDB 5.3427507e-05
8,685 ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation 2023 VLDB 5.2730954e-05
9,650 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1322451e-05
10,109 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0672857e-05
12,055 In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All 2021 VLDB 4.9605343e-05
12,264 Demonstration of VerdictDB, the Platform-Independent AQP System 2018 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank Cited Paper Year Venue Pagerank
219 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.0002429959
233 Storm @Twitter 2014 SIGMOD 0.00023754096
328 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020889528
384 Life beyond Distributed Transactions: an Apostate's Opinion 2007 CIDR 0.00019432779
514 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017005839
688 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014736145
1,254 Blink and It's Done: Interactive Queries on Very Large Data 2012 VLDB 0.00011314204
1,435 Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems 2014 SIGMOD 0.00010659454
1,874 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.4470874e-05
1,924 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 9.3535088e-05
1,951 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.302451e-05
3,127 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.6047902e-05
3,258 Locality-aware Partitioning in Parallel Database Systems 2015 SIGMOD 7.4730157e-05
4,172 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.7509765e-05
4,761 High-Performance Complex Event Processing over XML Streams 2012 SIGMOD 6.4192245e-05
5,324 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 6.1645235e-05
5,487 ABS: a System for Scalable Approximate Queries with Accuracy Guarantees 2014 SIGMOD 6.0974772e-05
6,601 MonetDB/DataCell: Online Analytics in a Streaming Column-Store 2012 VLDB 5.7208095e-05
6,834 Liquid: Unifying Nearline and Offline Big Data Integration 2015 CIDR 5.6528857e-05
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