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

Summary: AIDE enables vendor-neutral HTAP analytics on computational storage via canonical tuples, separate data locators, and host-side index prescreening that avoids costly version searches. One FPGA implementation supports PostgreSQL and MyRocks, improving latency up to 42×. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h6a344d420d9150b3
Venue
VLDB
Year
2023
Pagerank
5.2732683e-05
Overall Rank
8,805 | 40.81%
DOI
10.14778/3583140.3583161

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{lee_vldb23,
        title = {{Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading}},
        author = {Lee, Kitaek and Jo, Insoon and Ahn, Jaechan and Lee, Hyuk and Lee, Hwang and Sul, Woong and Jung, Hyungsoo},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {6},
        pages = {1480--1493},
        doi = {10.14778/3583140.3583161},
        url = {https://doi.org/10.14778/3583140.3583161},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

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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
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00048001919
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023765806
304 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00021604795
528 On Concurrency Control by Multiple Versions 1982 PODS 0.00016873875
575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016132182
616 Relational Joins on Graphics Processors 2008 SIGMOD 0.00015561564
1,139 Query Processing on Smart SSDs: Opportunities and Challenges 2013 SIGMOD 0.00011860667
1,590 YourSQL: A High-Performance Database System Leveraging In-Storage Computing 2016 VLDB 0.00010139329
1,675 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9181121e-05
1,778 Ibex—An Intelligent Storage Engine with Support for Advanced SQL Off-loading 2014 VLDB 9.6619986e-05
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6259014e-05
2,369 BlueCache: A Scalable Distributed Flash-based Key-value Store 2017 VLDB 8.5618147e-05
2,997 F1 Lightning: HTAP as a Service 2020 VLDB 7.7689996e-05
4,137 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.7861661e-05
4,223 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 6.7237373e-05
5,472 Rethink the Scan in MVCC Databases 2021 SIGMOD 6.1179132e-05
5,916 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9486769e-05
6,025 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 5.9119514e-05
6,297 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.81916e-05
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