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Query Processing on Smart SSDs: Opportunities and Challenges

Summary: Investigates relational analytics inside Smart SSDs via a SQL Server prototype, showing notable performance and energy gains from in-device query processing. Outlines hardware/software changes for manufacturers and research opportunities for data-management in-storage processing. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hdcf6f1d115a26a43
Venue
SIGMOD
Year
2013
Pagerank
0.00011860667
Overall Rank
1,139 | 92.35%
DOI
10.1145/2463676.2465295

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{do_sigmod13,
        title = {{Query Processing on Smart SSDs: Opportunities and Challenges}},
        author = {Do, Jaeyoung and Kee, Yang-Suk and Patel, Jignesh M. and Park, Chanik and Park, Kwanghyun and DeWitt, David J.},
        series = {{SIGMOD} '13},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2463676.2465295},
        url = {https://dl.acm.org/doi/10.1145/2463676.2465295},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
1,590 YourSQL: A High-Performance Database System Leveraging In-Storage Computing 2016 VLDB 0.00010139329
1,778 Ibex—An Intelligent Storage Engine with Support for Advanced SQL Off-loading 2014 VLDB 9.6619986e-05
3,520 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.2360022e-05
3,972 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 6.8881464e-05
4,814 Computational Storage: Where Are We Today? 2021 CIDR 6.4012102e-05
4,877 Caribou: Intelligent Distributed Storage 2017 VLDB 6.3721859e-05
5,598 Database Processing-in-Memory: An Experimental Study 2020 VLDB 6.0713144e-05
5,958 Cheetah: Accelerating Database Queries with Switch Pruning 2020 SIGMOD 5.9338314e-05
6,279 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.8247094e-05
6,294 Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL 2024 CIDR 5.8213142e-05
6,737 CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases 2022 SIGMOD 5.6925989e-05
7,240 SaS: SSD as SQL Database System 2021 VLDB 5.577789e-05
7,392 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.537378e-05
7,491 AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing 2018 SIGMOD 5.5104779e-05
8,044 nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing 2020 VLDB 5.4009328e-05
8,367 Accelerating Pattern Matching Queries in Hybrid CPU-FPGA Architectures 2017 SIGMOD 5.3460641e-05
8,428 It Takes Two: Instrumenting the Interaction between In-Memory Databases and Solid-State Drives 2020 CIDR 5.3350162e-05
8,576 Histograms as a Side Effect of Data Movement for Big Data 2014 SIGMOD 5.3111243e-05
8,805 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 5.2732683e-05
9,196 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 5.2098738e-05
9,378 Secure and Policy-Compliant Query Processing on Heterogeneous Computational Storage Architectures 2022 SIGMOD 5.1868213e-05
9,411 ExtraV: Boosting Graph Processing Near Storage with a Coherent Accelerator 2017 VLDB 5.1826556e-05
10,080 LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics 2025 VLDB 5.0830849e-05
10,312 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 5.0386264e-05
11,349 Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures 2025 VLDB 4.9793485e-05
11,357 No Cap, This Memory Slaps: Breaking Through the Memory Wall of Transactional Database Systems with Processing-in-Memory 2025 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank Cited Paper Year Venue Pagerank
48 Weaving Relations for Cache Performance 2001 VLDB 0.00043805923
499 Design of Flash-Based DBMS: An In-Page Logging Approach 2007 SIGMOD 0.0001729286
513 Tree Indexing on Solid State Drives 2010 VLDB 0.00017044842
941 Data Processing on FPGAs 2009 VLDB 0.00012957405
981 Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices 2009 VLDB 0.00012716964
1,398 SSD Bufferpool Extensions for Database Systems 2010 VLDB 0.00010783386
1,484 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00010535051
2,447 Active Storage For Large-Scale Data Mining and Multimedia 1998 VLDB 8.4499856e-05
2,839 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.9506131e-05
5,251 Data Management Over Flash Memory 2011 SIGMOD 6.2090582e-05
6,154 FPGA: What's in it for a Database? 2009 SIGMOD 5.8687334e-05
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