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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
hd075f5ead7393ffb
Venue
SIGMOD
Year
2017
Pagerank
0.00011014905
Overall Rank
1,327 | 91.11%
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
232 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023776373
1,783 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6536753e-05
2,796 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 7.9849253e-05
2,891 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.887378e-05
2,959 F1 Lightning: HTAP as a Service 2020 VLDB 7.7990674e-05
3,783 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.0016354e-05
4,169 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.7526687e-05
4,763 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 6.4172712e-05
5,065 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 6.2789973e-05
5,157 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2362793e-05
5,272 Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty 2022 VLDB 6.1887235e-05
5,421 FILM: a Fully Learned Index for Larger-than-Memory Databases 2023 VLDB 6.1231965e-05
5,605 How Good is My HTAP System? 2022 SIGMOD 6.0511725e-05
6,031 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 5.8909681e-05
6,309 Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL 2024 CIDR 5.7993187e-05
6,424 Adaptive Optimistic Concurrency Control for Heterogeneous Workloads 2019 VLDB 5.7716515e-05
6,429 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.7691021e-05
6,740 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.6774409e-05
8,107 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.3739121e-05
8,902 Tiresias: Enabling Predictive Autonomous Storage and Indexing 2022 VLDB 5.2387388e-05
9,228 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 5.1901886e-05
9,335 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 5.1791475e-05
9,565 Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025 SIGMOD 5.1460502e-05
9,650 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1322451e-05
9,651 Introducing a Query Acceleration Path for Analytics in SQLite3 2022 CIDR 5.1319815e-05
9,712 An IDEA: An Ingestion Framework for Data Enrichment in AsterixDB 2019 VLDB 5.1242974e-05
10,591 Translytical Processing via DB-OS Co-designed Buffer: Cross-Engine Isolation and Tunable Update Visibility for HTAP 2026 SIGMOD 4.9605343e-05
10,664 RABIT: Efficient Range Queries with Bitmap Indexing 2026 SIGMOD 4.9605343e-05
11,174 CRDV: Conflict-free Replicated Data Views 2025 SIGMOD 4.9605343e-05
11,837 On-the-fly Data Transformation in Action 2023 VLDB 4.9605343e-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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