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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
7.9225385e-05
Overall Rank
2,873 | 80.69%
DOI
-

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
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023765806
784 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014012614
1,321 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011040617
2,027 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.1618139e-05
2,879 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.9150972e-05
2,997 F1 Lightning: HTAP as a Service 2020 VLDB 7.7689996e-05
3,424 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.3117029e-05
3,802 UlTraMan: A Unified Platform for Big Trajectory Data Management and Analytics 2018 VLDB 7.0132896e-05
5,253 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2080572e-05
5,711 How Good is My HTAP System? 2022 SIGMOD 6.0221783e-05
5,831 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 5.9782109e-05
6,004 Approximate Query Engines: Commercial Challenges and Research Opportunities 2017 SIGMOD 5.9166815e-05
6,479 Contention-Aware Lock Scheduling for Transactional Databases 2018 VLDB 5.7725441e-05
7,210 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.5844776e-05
8,283 Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters 2019 VLDB 5.3627138e-05
8,659 ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation 2023 VLDB 5.2930951e-05
9,953 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1038322e-05
10,310 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0386264e-05
12,005 In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All 2021 VLDB 4.9793485e-05
12,215 Demonstration of VerdictDB, the Platform-Independent AQP System 2018 SIGMOD 4.9793485e-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
218 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024390324
231 Storm @Twitter 2014 SIGMOD 0.00023841089
325 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020964941
381 Life beyond Distributed Transactions: an Apostate's Opinion 2007 CIDR 0.00019491561
510 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017065714
685 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014782777
1,243 Blink and It's Done: Interactive Queries on Very Large Data 2012 VLDB 0.0001135375
1,428 Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems 2014 SIGMOD 0.00010693831
1,868 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.4754064e-05
1,916 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 9.3837729e-05
1,938 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.3342542e-05
3,122 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.6236292e-05
3,239 Locality-aware Partitioning in Parallel Database Systems 2015 SIGMOD 7.5007569e-05
4,162 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.769737e-05
4,740 High-Performance Complex Event Processing over XML Streams 2012 SIGMOD 6.4435709e-05
5,316 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 6.1836681e-05
5,473 ABS: a System for Scalable Approximate Queries with Accuracy Guarantees 2014 SIGMOD 6.1178467e-05
6,593 MonetDB/DataCell: Online Analytics in a Streaming Column-Store 2012 VLDB 5.7419898e-05
6,819 Liquid: Unifying Nearline and Offline Big Data Integration 2015 CIDR 5.672617e-05
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