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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
4704
Venue
SIGMOD
Year
2013
Pagerank
0.00012482124
Overall Rank
1,342 | 90.68%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
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
3,879 Caribou: Intelligent Distributed Storage 2017 VLDB 6.6657548e-05
4,672 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 6.001444e-05
5,089 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 5.7017353e-05
5,224 Computational Storage: Where Are We Today? 2021 CIDR 5.6174295e-05
5,567 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.4288714e-05
6,116 Database Processing-in-Memory: An Experimental Study 2020 VLDB 5.1995375e-05
6,280 Cheetah: Accelerating Database Queries with Switch Pruning 2020 SIGMOD 5.1239052e-05
6,533 Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL 2024 CIDR 5.019285e-05
7,136 AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing 2018 SIGMOD 4.8171467e-05
7,336 SaS: SSD as SQL Database System 2021 VLDB 4.7533353e-05
7,431 CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases 2022 SIGMOD 4.7274757e-05
7,467 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 4.7174456e-05
7,947 It Takes Two: Instrumenting the Interaction between In-Memory Databases and Solid-State Drives 2020 CIDR 4.6089395e-05
7,999 nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing 2020 VLDB 4.6065616e-05
8,201 Accelerating Pattern Matching Queries in Hybrid CPU-FPGA Architectures 2017 SIGMOD 4.5555217e-05
8,433 Histograms as a Side Effect of Data Movement for Big Data 2014 SIGMOD 4.5078508e-05
9,047 Secure and Policy-Compliant Query Processing on Heterogeneous Computational Storage Architectures 2022 SIGMOD 4.3997447e-05
9,125 ExtraV: Boosting Graph Processing Near Storage with a Coherent Accelerator 2017 VLDB 4.3871509e-05
9,620 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 4.3128484e-05
10,726 Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures 2025 VLDB 4.1905499e-05
10,737 No Cap, This Memory Slaps: Breaking Through the Memory Wall of Transactional Database Systems with Processing-in-Memory 2025 VLDB 4.1905499e-05
10,850 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 4.1905499e-05
10,858 LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics 2025 VLDB 4.1905499e-05
11,714 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 4.1905499e-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
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
347 Design of Flash-Based DBMS: An In-Page Logging Approach 2007 SIGMOD 0.0002656744
562 Tree Indexing on Solid State Drives 2010 VLDB 0.00020035385
948 Data Processing on FPGAs 2009 VLDB 0.0001510759
1,089 Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices 2009 VLDB 0.00014140761
1,635 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00011059682
1,815 SSD Bufferpool Extensions for Database Systems 2010 VLDB 0.00010439702
2,093 Active Storage For Large-Scale Data Mining and Multimedia 1998 VLDB 9.5570993e-05
3,362 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.1681058e-05
5,126 Data Management Over Flash Memory 2011 SIGMOD 5.6739907e-05
6,046 FPGA: What's in it for a Database? 2009 SIGMOD 5.2357548e-05
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Overall Rank Paper Year Venue Pagerank
11,707 SSD as SQLite Engine 2018 SIGMOD 4.1905499e-05
5,229 Optimizing Databases by Learning Hidden Parameters of Solid State Drives 2020 VLDB 5.6140339e-05
10,741 SSD-iq: Uncovering the Hidden Side of SSD Performance 2025 VLDB 4.1905499e-05
5,126 Data Management Over Flash Memory 2011 SIGMOD 5.6739907e-05
8,631 Parallel I/O Aware Query Optimization 2014 SIGMOD 4.4763867e-05
7,336 SaS: SSD as SQL Database System 2021 VLDB 4.7533353e-05
1,635 Query Processing Techniques for Solid State Drives 2009 SIGMOD 0.00011059682
3,362 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.1681058e-05
492 A Case for Flash Memory SSD in Enterprise Database Applications 2008 SIGMOD 0.0002178745
5,260 Advances in Flash Memory SSD Technology for Enterprise Database Applications 2009 SIGMOD 5.5964654e-05