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: 5343
Venue: SIGMOD
Year: 2017
Pagerank: 0.00010543881
Overall Rank: 1,786 | 87.59%
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
486	TiDB: A Raft-based HTAP Database	2020	VLDB	0.00022039625
2,693	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2845883e-05
3,363	Lethe: A Tunable Delete-Aware LSM Engine	2020	SIGMOD	7.1680649e-05
3,419	LeCo: Lightweight Compression via Learning Serial Correlations	2024	SIGMOD	7.1127752e-05
3,482	Optimal Column Layout for Hybrid Workloads	2019	VLDB	7.0514808e-05
3,764	F1 Lightning: HTAP as a Service	2020	VLDB	6.7762323e-05
4,382	HTAP Databases: What is New and What is Next	2022	SIGMOD	6.2318984e-05
5,691	Cloud-Native Transactions and Analytics in SingleStore	2022	SIGMOD	5.3697521e-05
5,801	Dissecting, Designing, and Optimizing LSM-based Data Stores	2022	SIGMOD	5.3217858e-05
5,853	ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency	2022	VLDB	5.2982336e-05
6,394	Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty	2022	VLDB	5.0770427e-05
6,488	FILM: a Fully Learned Index for Larger-than-Memory Databases	2023	VLDB	5.0378878e-05
6,518	How Good is My HTAP System?	2022	SIGMOD	5.0250374e-05
6,533	Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL	2024	CIDR	5.019285e-05
6,584	Adaptive Optimistic Concurrency Control for Heterogeneous Workloads	2019	VLDB	4.9975981e-05
6,788	Proteus: Autonomous Adaptive Storage for Mixed Workloads	2022	SIGMOD	4.9207259e-05
7,424	Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems	2022	VLDB	4.7293034e-05
7,491	Krypton: Real-time Serving and Analytical SQL Engine at ByteDance	2023	VLDB	4.7135369e-05
7,689	Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads	2022	VLDB	4.6727982e-05
8,714	Tiresias: Enabling Predictive Autonomous Storage and Indexing	2022	VLDB	4.457682e-05
9,190	Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs	2025	SIGMOD	4.3749452e-05
9,302	Introducing a Query Acceleration Path for Analytics in SQLite3	2022	CIDR	4.355259e-05
9,369	An IDEA: An Ingestion Framework for Data Enrichment in AsterixDB	2019	VLDB	4.3464471e-05
9,929	Rethink Query Optimization in HTAP Databases	2023	SIGMOD	4.2470891e-05
10,105	RABIT: Efficient Range Queries with Bitmap Indexing	2026	SIGMOD	4.1905499e-05
10,383	CRDV: Conflict-free Replicated Data Views	2025	SIGMOD	4.1905499e-05
10,615	Hermes: Off-the-Shelf Real-Time Transactional Analytics	2025	VLDB	4.1905499e-05
10,850	Disaggregation: A New Architecture for Cloud Databases	2025	VLDB	4.1905499e-05
11,280	On-the-fly Data Transformation in Action	2023	VLDB	4.1905499e-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	0.00076209479
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061707583
87	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00052844656
241	DB2 with BLU Acceleration: So Much More than Just a Column Store	2013	VLDB	0.00031314629
310	The Vertica Analytic Database: C-Store 7 Years Later	2012	VLDB	0.0002815547
371	Self-Driving Database Management Systems	2017	CIDR	0.00025382677
476	Impala: A Modern, Open-Source SQL Engine for Hadoop	2015	CIDR	0.00022216002
1,697	Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads	2016	SIGMOD	0.00010859294
3,335	SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics	2017	CIDR	7.2023806e-05
4,364	Evolving Databases for New-Gen Big Data Applications	2017	CIDR	6.2454708e-05
4,774	The Case For Heterogeneous HTAP	2017	CIDR	5.9279395e-05
6,257	VectorH: Taking SQL-on-Hadoop to the Next Level	2016	SIGMOD	5.1316025e-05
7,864	Operational Analytics Data Management Systems	2016	VLDB	4.6284093e-05
11,956	Tutorial: SQL-on-Hadoop Systems	2015	VLDB	4.1905499e-05

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Overall Rank	Paper	Year	Venue	Pagerank
2,693	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2845883e-05
9,190	Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs	2025	SIGMOD	4.3749452e-05
9,929	Rethink Query Optimization in HTAP Databases	2023	SIGMOD	4.2470891e-05
7,864	Operational Analytics Data Management Systems	2016	VLDB	4.6284093e-05
7,689	Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads	2022	VLDB	4.6727982e-05
5,020	Adaptive HTAP through Elastic Resource Scheduling	2020	SIGMOD	5.7482116e-05
4,364	Evolving Databases for New-Gen Big Data Applications	2017	CIDR	6.2454708e-05
6,518	How Good is My HTAP System?	2022	SIGMOD	5.0250374e-05
11,427	Workload Interference Analysis for HTAP*	2021	CIDR	4.1905499e-05
4,382	HTAP Databases: What is New and What is Next	2022	SIGMOD	6.2318984e-05