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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
5404
Venue
SIGMOD
Year
2017
Pagerank
0.00011193166
Overall Rank
1,312 | 91.01%
DOI
10.1145/3035918.3054784

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{ozcan_sigmod17,
        title = {{Hybrid Transactional/Analytical Processing: A Survey}},
        author = {Özcan, Fatma and Tian, Yuanyuan and Tözün, Pınar},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3054784},
        url = {https://dl.acm.org/doi/10.1145/3035918.3054784},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 30 of 30 citing papers.

Rank Citing Paper Year Venue Pagerank
271 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022703024
1,948 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.432395e-05
2,755 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 8.163097e-05
2,866 Optimal Column Layout for Hybrid Workloads 2019 VLDB 8.0175489e-05
2,972 F1 Lightning: HTAP as a Service 2020 VLDB 7.9114157e-05
3,762 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.1449267e-05
4,065 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.930275e-05
5,097 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 6.3652447e-05
5,155 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.3420293e-05
5,229 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.307514e-05
5,447 FILM: a Fully Learned Index for Larger-than-Memory Databases 2023 VLDB 6.2149491e-05
5,602 How Good is My HTAP System? 2022 SIGMOD 6.1538237e-05
5,766 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.094771e-05
5,917 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 6.043185e-05
6,198 Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL 2024 CIDR 5.945932e-05
6,291 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.9252026e-05
6,480 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.8669819e-05
7,184 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.6785094e-05
7,915 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.5181056e-05
8,783 Tiresias: Enabling Predictive Autonomous Storage and Indexing 2022 VLDB 5.3740362e-05
9,350 Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025 SIGMOD 5.2841297e-05
9,443 Introducing a Query Acceleration Path for Analytics in SQLite3 2022 CIDR 5.2676282e-05
9,508 An IDEA: An Ingestion Framework for Data Enrichment in AsterixDB 2019 VLDB 5.2581623e-05
9,774 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.2209769e-05
10,081 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 5.158939e-05
10,302 Translytical Processing via DB-OS Co-designed Buffer: Cross-Engine Isolation and Tunable Update Visibility for HTAP 2026 SIGMOD 5.093636e-05
10,395 RABIT: Efficient Range Queries with Bitmap Indexing 2026 SIGMOD 5.093636e-05
10,661 CRDV: Conflict-free Replicated Data Views 2025 SIGMOD 5.093636e-05
11,070 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 5.093636e-05
11,477 On-the-fly Data Transformation in Action 2023 VLDB 5.093636e-05
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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.

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