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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
295
Venue
CIDR
Year
2017
Pagerank
8.0156936e-05
Overall Rank
2,868 | 80.33%
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
271 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022703024
772 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014147905
1,312 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011193166
1,995 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.3403665e-05
2,972 F1 Lightning: HTAP as a Service 2020 VLDB 7.9114157e-05
3,080 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.7746739e-05
3,366 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.4748604e-05
4,475 UlTraMan: A Unified Platform for Big Trajectory Data Management and Analytics 2018 VLDB 6.6803264e-05
5,155 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.3420293e-05
5,602 How Good is My HTAP System? 2022 SIGMOD 6.1538237e-05
5,743 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 6.1025457e-05
5,906 Approximate Query Engines: Commercial Challenges and Research Opportunities 2017 SIGMOD 6.0457047e-05
6,361 Contention-Aware Lock Scheduling for Transactional Databases 2018 VLDB 5.9009048e-05
7,129 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.694968e-05
8,108 Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters 2019 VLDB 5.4850569e-05
8,492 ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation 2023 VLDB 5.4145838e-05
9,774 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.2209769e-05
11,001 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.093636e-05
11,700 In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All 2021 VLDB 5.093636e-05
11,916 Demonstration of VerdictDB, the Platform-Independent AQP System 2018 SIGMOD 5.093636e-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
220 Storm @Twitter 2014 SIGMOD 0.00024244587
224 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024130894
361 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020138717
374 Life beyond Distributed Transactions: an Apostate's Opinion 2007 CIDR 0.00019766683
505 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017285498
710 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014715033
1,227 Blink and It's Done: Interactive Queries on Very Large Data 2012 VLDB 0.00011582387
1,401 Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems 2014 SIGMOD 0.00010889902
1,827 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.6690206e-05
1,872 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 9.5759874e-05
1,915 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.4884706e-05
3,082 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.7725834e-05
3,200 Locality-aware Partitioning in Parallel Database Systems 2015 SIGMOD 7.642132e-05
4,162 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.8617165e-05
4,641 High-Performance Complex Event Processing over XML Streams 2012 SIGMOD 6.5913488e-05
5,222 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 6.3103741e-05
5,358 ABS: a System for Scalable Approximate Queries with Accuracy Guarantees 2014 SIGMOD 6.2492955e-05
6,470 MonetDB/DataCell: Online Analytics in a Streaming Column-Store 2012 VLDB 5.8705536e-05
6,734 Liquid: Unifying Nearline and Offline Big Data Integration 2015 CIDR 5.7879923e-05
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