Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems

Summary: Jasper breaks the HTAP isolation-freshness trade-off via joint adaptive storage optimization: workload-aware horizontal/vertical partitioning plus selective column-store materialization for update-sparse, query-heavy partitions. Fine-grained, dynamic layouts in TiDB cut sync overhead and improve both isolation and freshness vs static dual/single-store designs. (summarized by gpt-5.4-mini on Apr 12 2026)

Paper ID: 14267
Venue: VLDB
Year: 2026
Pagerank: 4.1905499e-05
Overall Rank: 10,230 | 28.91%
DOI: 10.14778/3797919.3797924

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 39 of 39 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
241	DB2 with BLU Acceleration: So Much More than Just a Column Store	2013	VLDB	0.00031314629
283	Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design	2004	SIGMOD	0.00029024583
285	Automating Physical Database Design in a Parallel Database	2002	SIGMOD	0.00028978423
339	OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases	2014	VLDB	0.00026895683
407	Database Cracking	2007	CIDR	0.00023941779
486	TiDB: A Raft-based HTAP Database	2020	VLDB	0.00022039625
517	AutoAdmin "What-if" Index Analysis Utility	1998	SIGMOD	0.00021193179
594	HYRISE—A Main Memory Hybrid Storage Engine	2011	VLDB	0.00019515008
857	Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth	2012	SIGMOD	0.00015840492
1,503	BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications	2017	SIGMOD	0.0001161148
1,608	Qd-tree: Learning Data Layouts for Big Data Analytics	2020	SIGMOD	0.00011169837
1,697	Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads	2016	SIGMOD	0.00010859294
1,801	H2O: A Hands-free Adaptive Store	2014	SIGMOD	0.00010485628
2,410	Automated Partitioning Design in Parallel Database Systems	2011	SIGMOD	8.8643562e-05
2,419	Real-Time Analytical Processing with SQL Server	2015	VLDB	8.8485055e-05
2,479	Efficient Use of the Query Optimizer for Automated Physical Design	2007	VLDB	8.6836615e-05
3,006	Clay: Fine-Grained Adaptive Partitioning for General Database Schemas	2017	VLDB	7.7285127e-05
3,041	Towards a Non-2PC Transaction Management in Distributed Database Systems	2016	SIGMOD	7.6670566e-05
3,066	Learning a Partitioning Advisor for Cloud Databases	2020	SIGMOD	7.6255556e-05
3,276	Configuration-Parametric Query Optimization for Physical Design Tuning	2008	SIGMOD	7.2880761e-05
3,482	Optimal Column Layout for Hybrid Workloads	2019	VLDB	7.0514808e-05
3,731	Skipping-oriented Partitioning for Columnar Layouts	2017	VLDB	6.8074069e-05
3,764	F1 Lightning: HTAP as a Service	2020	VLDB	6.7762323e-05
3,777	Instance-Optimized Data Layouts for Cloud Analytics Workloads	2021	SIGMOD	6.7713324e-05
4,382	HTAP Databases: What is New and What is Next	2022	SIGMOD	6.2318984e-05
4,447	MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems	2020	VLDB	6.1745324e-05
5,116	AdaptDB: Adaptive Partitioning for Distributed Joins	2017	VLDB	5.6805476e-05
5,673	Budget-aware Index Tuning with Reinforcement Learning	2022	SIGMOD	5.3789277e-05
5,853	ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency	2022	VLDB	5.2982336e-05
6,154	PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba	2023	SIGMOD	5.1795738e-05
6,399	HyBench: A New Benchmark for HTAP Databases	2024	VLDB	5.0740852e-05
6,655	Fast and Effective Distribution-Key Recommendation for Amazon Redshift	2020	VLDB	4.9693109e-05
6,788	Proteus: Autonomous Adaptive Storage for Mixed Workloads	2022	SIGMOD	4.9207259e-05
7,742	Rethinking Learned Cost Models: Why Start from Scratch?	2023	SIGMOD	4.6585812e-05
7,866	Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP	2024	VLDB	4.6282779e-05
8,095	Grep: A Graph Learning Based Database Partitioning System	2023	SIGMOD	4.5837691e-05
8,714	Tiresias: Enabling Predictive Autonomous Storage and Indexing	2022	VLDB	4.457682e-05
9,927	VIDEX: A Disaggregated and Extensible Virtual Index for the Cloud and AI Era	2025	VLDB	4.2470891e-05
9,929	Rethink Query Optimization in HTAP Databases	2023	SIGMOD	4.2470891e-05

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Overall Rank	Paper	Year	Venue	Pagerank
3,482	Optimal Column Layout for Hybrid Workloads	2019	VLDB	7.0514808e-05
3,731	Skipping-oriented Partitioning for Columnar Layouts	2017	VLDB	6.8074069e-05
10,305	Vodka: Rethink Benchmarking Philosophy in HTAP Systems	2026	VLDB	4.1905499e-05
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