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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
7525
Venue
SIGMOD
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,325 | 29.17%
DOI
10.1145/3749178

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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
57 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00040139242
165 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027693424
208 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024968157
245 Serializable Isolation for Snapshot Databases 2008 SIGMOD 0.00023458287
271 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022703024
345 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00020656723
755 Rethinking serializable multiversion concurrency control 2015 VLDB 0.00014326008
927 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00013161079
1,063 High Performance Transactions via Early Write Visibility 2017 VLDB 0.00012343623
1,238 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011543368
1,692 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9979924e-05
1,700 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 9.9726588e-05
1,775 SLOG: Serializable, Low-latency, Geo-replicated Transactions 2019 VLDB 9.7870611e-05
1,915 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.4884706e-05
1,948 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.432395e-05
2,040 Efficient Optimistic Concurrency Control Using Loosely Synchronized Clocks 1995 SIGMOD 9.2704638e-05
2,922 Parallel Replication across Formats in SAP HANA for Scaling Out Mixed OLTP/OLAP Workloads 2017 VLDB 7.9593579e-05
2,972 F1 Lightning: HTAP as a Service 2020 VLDB 7.9114157e-05
3,013 Opportunities for Optimism in Contended Main-Memory Multicore Transactions 2020 VLDB 7.8518631e-05
3,203 TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial 2019 VLDB 7.6402128e-05
3,687 MaaT: Effective and scalable coordination of distributed transactions in the cloud 2014 VLDB 7.2019738e-05
3,696 Ocean Vista: Gossip-Based Visibility Control for Speedy Geo-Distributed Transactions 2019 VLDB 7.1905677e-05
3,762 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.1449267e-05
4,102 Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing 2020 VLDB 6.8993947e-05
4,162 Wildfire: Concurrent Blazing Data Ingest and Analytics 2016 SIGMOD 6.8617165e-05
5,155 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.3420293e-05
5,324 Detock: High Performance Multi-region Transactions at Scale 2023 SIGMOD 6.2649486e-05
5,477 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2051869e-05
6,447 Replication at the Speed of Change - a Fast, Scalable Replication Solution for Near Real-Time HTAP Processing 2020 VLDB 5.8761879e-05
6,480 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.8669819e-05
6,867 Caerus: Low-Latency Distributed Transactions for Geo-Replicated Systems 2024 VLDB 5.7506468e-05
8,390 Spade: A Real-Time Fraud Detection Framework on Evolving Graphs 2023 VLDB 5.4360143e-05
9,366 MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores 2023 SIGMOD 5.2789847e-05
10,081 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 5.158939e-05
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