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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
7.9190136e-05
Overall Rank
2,873 | 80.70%
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
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023756332
772 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.0001409096
1,321 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011038031
2,028 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.1584244e-05
2,881 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.9114212e-05
2,998 F1 Lightning: HTAP as a Service 2020 VLDB 7.7667188e-05
3,424 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.3084429e-05
3,805 UlTraMan: A Unified Platform for Big Trajectory Data Management and Analytics 2018 VLDB 7.0099699e-05
5,256 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2051184e-05
5,712 How Good is My HTAP System? 2022 SIGMOD 6.0193298e-05
5,829 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 5.9764044e-05
6,002 Approximate Query Engines: Commercial Challenges and Research Opportunities 2017 SIGMOD 5.9149725e-05
6,481 Contention-Aware Lock Scheduling for Transactional Databases 2018 VLDB 5.7698115e-05
7,212 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.581834e-05
8,289 Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters 2019 VLDB 5.360349e-05
8,667 ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation 2023 VLDB 5.2905894e-05
9,961 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1014161e-05
10,320 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0362412e-05
12,011 In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All 2021 VLDB 4.9769913e-05
12,221 Demonstration of VerdictDB, the Platform-Independent AQP System 2018 SIGMOD 4.9769913e-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 0.00024379041
231 Storm @Twitter 2014 SIGMOD 0.00023830094
325 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.0002095522
381 Life beyond Distributed Transactions: an Apostate's Opinion 2007 CIDR 0.0001948344
511 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017058115
685 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014778299
1,246 Blink and It's Done: Interactive Queries on Very Large Data 2012 VLDB 0.000113499
1,428 Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems 2014 SIGMOD 0.0001069161
1,869 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.4749419e-05
1,916 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 9.3822742e-05
1,939 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.3299482e-05
3,124 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD 7.6222513e-05
3,241 Locality-aware Partitioning in Parallel Database Systems 2015 SIGMOD 7.4972383e-05
4,162 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.7666033e-05
4,742 High-Performance Complex Event Processing over XML Streams 2012 SIGMOD 6.4405207e-05
5,310 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 6.184026e-05
5,474 ABS: a System for Scalable Approximate Queries with Accuracy Guarantees 2014 SIGMOD 6.1159955e-05
6,595 MonetDB/DataCell: Online Analytics in a Streaming Column-Store 2012 VLDB 5.7393641e-05
6,819 Liquid: Unifying Nearline and Offline Big Data Integration 2015 CIDR 5.6713167e-05
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