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Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems

Summary: T² adaptively manages shared memory in co-located GaussDB OLTP/OLAP engines, prioritizing OLTP SLA compliance while improving OLAP efficiency. Bayesian optimization jointly handles allocation, in-memory column selection, and synchronization under fluctuating HTAP workloads. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h234970424facf610
Venue
VLDB
Year
2025
Pagerank
5.2400828e-05
Overall Rank
8,900 | 40.35%
DOI
10.14778/3748191.3748197
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{yang_vldb25,
        title = {{Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems}},
        author = {Yang, Jiani and Wu, Sai and Wang, Yong and Zhang, Dongxiang and Liu, Yifei and Tang, Xiu and Chen, Gang},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {10},
        pages = {3312--3325},
        doi = {10.14778/3748191.3748197},
        url = {https://doi.org/10.14778/3748191.3748197},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

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

Rank Cited Paper Year Venue Pagerank
74 Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 SIGMOD 0.00037164008
151 An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server 1997 VLDB 0.00028611216
161 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027629724
232 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023776373
309 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.0002143249
496 Adaptive Self-Tuning Memory in DB2 2006 VLDB 0.00017347275
574 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016142754
1,238 DB-BERT: A Database Tuning Tool that "Reads the Manual" 2022 SIGMOD 0.00011375179
1,400 Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms 2020 VLDB 0.00010759064
1,659 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9440956e-05
1,823 CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads 2011 VLDB 9.5457638e-05
2,622 The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database 2016 VLDB 8.1976067e-05
3,486 HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements 2022 SIGMOD 7.2428834e-05
3,684 DBSP: Automatic Incremental View Maintenance for Rich Query Languages 2023 VLDB 7.0834345e-05
3,872 Database Buffer Size Investigation for OLTP Workloads 1997 SIGMOD 6.939981e-05
4,022 Automated Generation of Materialized Views in Oracle 2020 VLDB 6.8345671e-05
4,990 Budget-aware Index Tuning with Reinforcement Learning 2022 SIGMOD 6.3120056e-05
5,157 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2362793e-05
5,192 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2209024e-05
5,533 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 6.0777541e-05
5,605 How Good is My HTAP System? 2022 SIGMOD 6.0511725e-05
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