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Perseus: Achieving Strong Consistency and High Data Freshness for Scalable Geo-distributed HTAP

Summary: Perseus enforces strong consistency for transactions and analytical queries in scalable geo-distributed HTAP by augmenting dependency graphs with data versions and full inter-version dependencies. A dynamic snapshot algorithm selectively includes updates to minimize analytical staleness, achieving up to ~90% lower visibility delay while remaining scalable and robust to network instability. (summarized by gpt-5-mini on Feb 11 2026)

Paper ID
h64dd325809d78d5d
Venue
SIGMOD
Year
2026
Pagerank
4.9769913e-05
Overall Rank
10,542 | 29.15%
DOI
10.1145/3749178
PDF
Download (CC BY-NC 4.0)

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Authors

BibTeX Citation

@inproceedings{song_sigmod26,
        title = {{Perseus: Achieving Strong Consistency and High Data Freshness for Scalable Geo-distributed HTAP}},
        author = {Song, Haoze and Chen, Xusheng and Gong, Ruijie and Sun, Zekai and Shen, Tianxiang and Li, Cheng and Feng, Hao and Wang, Sen and Cui, Heming},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3749178},
        url = {https://dl.acm.org/doi/10.1145/3749178},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 34 of 34 cited papers.

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

Rank Cited Paper Year Venue Pagerank
55 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040454492
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027480091
185 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00026060465
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023756332
237 Serializable Isolation for Snapshot Databases 2008 SIGMOD 0.00023652724
331 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.0002076806
756 Rethinking serializable multiversion concurrency control 2015 VLDB 0.00014208768
937 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00012971451
1,072 High Performance Transactions via Early Write Visibility 2017 VLDB 0.00012167865
1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378275
1,675 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9136747e-05
1,694 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 9.8520416e-05
1,704 SLOG: Serializable, Low-latency, Geo-replicated Transactions 2019 VLDB 9.8268213e-05
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6213736e-05
1,939 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.3299482e-05
2,066 Efficient Optimistic Concurrency Control Using Loosely Synchronized Clocks 1995 SIGMOD 9.0900908e-05
2,922 Parallel Replication across Formats in SAP HANA for Scaling Out Mixed OLTP/OLAP Workloads 2017 VLDB 7.8496897e-05
2,998 F1 Lightning: HTAP as a Service 2020 VLDB 7.7667188e-05
3,064 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.6883866e-05
3,121 TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial 2019 VLDB 7.6267256e-05
3,579 Ocean Vista: Gossip-Based Visibility Control for Speedy Geo-Distributed Transactions 2019 VLDB 7.190645e-05
3,751 MaaT: Effective and scalable coordination of distributed transactions in the cloud 2014 VLDB 7.0495774e-05
3,779 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.0234898e-05
3,847 Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing 2020 VLDB 6.9818676e-05
4,162 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.7666033e-05
5,001 Detock: High Performance Multi-region Transactions at Scale 2023 SIGMOD 6.3186705e-05
5,256 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2051184e-05
5,291 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.1915052e-05
6,496 Caerus: Low-Latency Distributed Transactions for Geo-Replicated Systems 2024 VLDB 5.7636324e-05
6,560 Replication at the Speed of Change - a Fast, Scalable Replication Solution for Near Real-Time HTAP Processing 2020 VLDB 5.747061e-05
6,600 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.737874e-05
7,349 Spade: A Real-Time Fraud Detection Framework on Evolving Graphs 2023 VLDB 5.5435164e-05
9,310 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 5.1963298e-05
9,539 MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores 2023 SIGMOD 5.1628811e-05
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