Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading

Summary: ISP for HTAP needs more than offload: continuous updates make visibility checks and version searches dominate CSD cost. AIDE introduces canonical tuples, separate locators, and host-side index prescreening to run vendor-neutral CSD ops across DBs (Postgres/MyRocks) on same FPGA, yielding up to 42×/34× latency gains. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13011
Venue: VLDB
Year: 2023
Pagerank: 4.3128484e-05
Overall Rank: 9,620 | 33.15%
DOI: 10.14778/3583140.3583161

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,778	veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System	2025	VLDB	4.1905499e-05
10,860	Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs	2025	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
87	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00052844656
238	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00031596093
333	On Concurrency Control by Multiple Versions	1982	PODS	0.00027134384
486	TiDB: A Raft-based HTAP Database	2020	VLDB	0.00022039625
771	Relational Joins on Graphics Processors	2008	SIGMOD	0.00016813054
857	Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth	2012	SIGMOD	0.00015840492
1,342	Query Processing on Smart SSDs: Opportunities and Challenges	2013	SIGMOD	0.00012482124
1,882	Ibex - An Intelligent Storage Engine with Support for Advanced SQL Off-loading	2014	VLDB	0.00010210181
1,897	YourSQL: A High-Performance Database System Leveraging In-Storage Computing	2016	VLDB	0.00010172286
2,419	Real-Time Analytical Processing with SQL Server	2015	VLDB	8.8485055e-05
2,693	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2845883e-05
2,824	BlueCache: A Scalable Distributed Flash-based Key-value Store	2017	VLDB	8.0590623e-05
3,764	F1 Lightning: HTAP as a Service	2020	VLDB	6.7762323e-05
4,812	Citus: Distributed PostgreSQL for Data-Intensive Applications	2021	SIGMOD	5.8997906e-05
5,129	The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product	2021	VLDB	5.6724875e-05
6,274	Diva: Making MVCC Systems HTAP-Friendly	2022	SIGMOD	5.1268676e-05
6,427	Rethink the Scan in MVCC Databases	2021	SIGMOD	5.0603217e-05
6,668	Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats	2021	VLDB	4.9647176e-05
7,689	Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads	2022	VLDB	4.6727982e-05

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Overall Rank	Paper	Year	Venue	Pagerank
4,359	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	6.2493951e-05
3,686	Compacting Transactional Data in Hybrid OLTP&OLAP Databases	2012	VLDB	6.839208e-05
10,265	AQD: Online Adaptive Query Dispatcher for HTAP Databases	2026	VLDB	4.1905499e-05
1,697	Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads	2016	SIGMOD	0.00010859294
1,260	Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation	2016	SIGMOD	0.00012990853
4,774	The Case For Heterogeneous HTAP	2017	CIDR	5.9279395e-05
4,382	HTAP Databases: What is New and What is Next	2022	SIGMOD	6.2318984e-05
9,929	Rethink Query Optimization in HTAP Databases	2023	SIGMOD	4.2470891e-05
5,020	Adaptive HTAP through Elastic Resource Scheduling	2020	SIGMOD	5.7482116e-05
7,689	Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads	2022	VLDB	4.6727982e-05