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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
5.3015086e-05
Overall Rank
8,559 | 42.63%
DOI
10.14778/3583140.3583161
PDF
Download (CC BY-NC-ND 4.0)

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 4 of 4 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 0.00047937476
232 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023776373
304 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00021569633
531 On Concurrency Control by Multiple Versions 1982 PODS 0.00016817673
574 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016142754
610 Relational Joins on Graphics Processors 2008 SIGMOD 0.00015540189
1,138 Query Processing on Smart SSDs: Opportunities and Challenges 2013 SIGMOD 0.00011842684
1,589 YourSQL: A High-Performance Database System Leveraging In-Storage Computing 2016 VLDB 0.00010112634
1,659 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9440956e-05
1,782 Ibex—An Intelligent Storage Engine with Support for Advanced SQL Off-loading 2014 VLDB 9.6551269e-05
1,783 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6536753e-05
2,374 BlueCache: A Scalable Distributed Flash-based Key-value Store 2017 VLDB 8.5378441e-05
2,959 F1 Lightning: HTAP as a Service 2020 VLDB 7.7990674e-05
4,063 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.812902e-05
4,238 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 6.7018946e-05
5,491 Rethink the Scan in MVCC Databases 2021 SIGMOD 6.0968504e-05
5,788 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9763511e-05
6,031 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 5.8909681e-05
6,295 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.8042139e-05
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