Hybrid Transactional/Analytical Processing: A Survey

Summary: HTAP survey: OLTP/OLAP evolution, real-time analytics drivers, and the rise of Hybrid Transactional/Analytical Processing. Compares single-system HTAP with loosely coupled OLTP/NoSQL-analytics platforms and provides deep technical analysis of architectures, differences, and trade-offs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5342
Venue: SIGMOD
Year: 2017
Pagerank: 0.00010537893
Overall Rank: 1,792 | 87.54%
DOI: 10.1145/3035918.3054784

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
488	TiDB: A Raft-based HTAP Database	2020	VLDB	0.000220409
2,691	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2909126e-05
3,386	Lethe: A Tunable Delete-Aware LSM Engine	2020	SIGMOD	7.1577103e-05
3,416	LeCo: Lightweight Compression via Learning Serial Correlations	2024	SIGMOD	7.1196234e-05
3,488	Optimal Column Layout for Hybrid Workloads	2019	VLDB	7.0479329e-05
3,768	F1 Lightning: HTAP as a Service	2020	VLDB	6.7782774e-05
4,284	HTAP Databases: What is New and What is Next	2022	SIGMOD	6.2914924e-05
5,678	Cloud-Native Transactions and Analytics in SingleStore	2022	SIGMOD	5.3746593e-05
5,791	Dissecting, Designing, and Optimizing LSM-based Data Stores	2022	SIGMOD	5.3268999e-05
5,865	ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency	2022	VLDB	5.296893e-05
6,398	Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty	2022	VLDB	5.0819209e-05
6,492	FILM: a Fully Learned Index for Larger-than-Memory Databases	2023	VLDB	5.042727e-05
6,501	How Good is My HTAP System?	2022	SIGMOD	5.0374293e-05
6,536	Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL	2024	CIDR	5.024107e-05
6,585	Adaptive Optimistic Concurrency Control for Heterogeneous Workloads	2019	VLDB	5.0024028e-05
6,803	Proteus: Autonomous Adaptive Storage for Mixed Workloads	2022	SIGMOD	4.9224958e-05
7,431	Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems	2022	VLDB	4.7316464e-05
7,492	Krypton: Real-time Serving and Analytical SQL Engine at ByteDance	2023	VLDB	4.7180617e-05
7,688	Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads	2022	VLDB	4.6772837e-05
8,774	Tiresias: Enabling Predictive Autonomous Storage and Indexing	2022	VLDB	4.4559995e-05
9,186	Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs	2025	SIGMOD	4.3791424e-05
9,297	Introducing a Query Acceleration Path for Analytics in SQLite3	2022	CIDR	4.3594338e-05
9,361	An IDEA: An Ingestion Framework for Data Enrichment in AsterixDB	2019	VLDB	4.3506168e-05
9,937	Rethink Query Optimization in HTAP Databases	2023	SIGMOD	4.2482599e-05
10,105	RABIT: Efficient Range Queries with Bitmap Indexing	2026	SIGMOD	4.1945683e-05
10,371	CRDV: Conflict-free Replicated Data Views	2025	SIGMOD	4.1945683e-05
10,607	Hermes: Off-the-Shelf Real-Time Transactional Analytics	2025	VLDB	4.1945683e-05
10,846	Disaggregation: A New Architecture for Cloud Databases	2025	VLDB	4.1945683e-05
11,278	On-the-fly Data Transformation in Action	2023	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061639801
87	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00052389723
241	DB2 with BLU Acceleration: So Much More than Just a Column Store	2013	VLDB	0.00031420034
310	The Vertica Analytic Database: C-Store 7 Years Later	2012	VLDB	0.00028132402
359	Self-Driving Database Management Systems	2017	CIDR	0.0002592783
476	Impala: A Modern, Open-Source SQL Engine for Hadoop	2015	CIDR	0.00022226941
1,700	Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads	2016	SIGMOD	0.00010858865
3,333	SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics	2017	CIDR	7.2093479e-05
4,368	Evolving Databases for New-Gen Big Data Applications	2017	CIDR	6.2491345e-05
4,770	The Case For Heterogeneous HTAP	2017	CIDR	5.9338845e-05
6,264	VectorH: Taking SQL-on-Hadoop to the Next Level	2016	SIGMOD	5.1348427e-05
7,866	Operational Analytics Data Management Systems	2016	VLDB	4.6321795e-05
11,948	Tutorial: SQL-on-Hadoop Systems	2015	VLDB	4.1945683e-05

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Overall Rank	Paper	Year	Venue	Pagerank
2,691	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2909126e-05
9,186	Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs	2025	SIGMOD	4.3791424e-05
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7,688	Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads	2022	VLDB	4.6772837e-05
5,005	Adaptive HTAP through Elastic Resource Scheduling	2020	SIGMOD	5.7641797e-05
4,368	Evolving Databases for New-Gen Big Data Applications	2017	CIDR	6.2491345e-05
6,501	How Good is My HTAP System?	2022	SIGMOD	5.0374293e-05
11,424	Workload Interference Analysis for HTAP*	2021	CIDR	4.1945683e-05
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