Computational Storage: Where Are We Today?
Summary: Commercial computational storage devices (CSDs)—storage media with on‑board CPUs/FPGAs—enable data‑local execution to boost performance and energy efficiency. The paper argues current CSDs lack heterogeneous resource management, multi‑tenancy/security, data consistency and usable HW/SW interfaces and maps open research and programming‑model remedies. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Antonio Barbalace
- 2. Jaeyoung Do
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,533 | Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL | 2024 | CIDR | 5.019285e-05 |
| 7,303 | DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines | 2022 | CIDR | 4.7632836e-05 |
| 7,336 | SaS: SSD as SQL Database System | 2021 | VLDB | 4.7533353e-05 |
| 8,600 | DDS: DPU-optimized Disaggregated Storage | 2024 | VLDB | 4.4831875e-05 |
| 9,458 | DPDPU: Data Processing with DPUs | 2025 | CIDR | 4.3344018e-05 |
| 10,492 | Fast and Scalable Data Transfer Across Data Systems | 2025 | SIGMOD | 4.1905499e-05 |
| 10,850 | Disaggregation: A New Architecture for Cloud Databases | 2025 | VLDB | 4.1905499e-05 |
| 11,154 | Data Pipes: Declarative Control over Data Movement | 2023 | CIDR | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 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 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13,496 | Theory of Data Stream Computing: Where to Go | 2011 | PODS | - |
| 10,721 | Towards Designing Future-Proof Data Processing Systems | 2025 | VLDB | 4.1905499e-05 |
| 5,401 | The Necessary Death of the Block Device Interface | 2013 | CIDR | 5.5260995e-05 |
| 5,216 | Performance Evaluation of Extended Storage Architectures for Transaction Processing | 1992 | SIGMOD | 5.6227312e-05 |
| 3,376 | Storage Workload Estimation for Database Management Systems | 2007 | SIGMOD | 7.1621421e-05 |
| 9,742 | Databases in the Era of Memory-Centric Computing | 2025 | CIDR | 4.2856385e-05 |
| 8,362 | WWHow! Freeing Data Storage from Cages | 2013 | CIDR | 4.531362e-05 |
| 6,663 | Cheap Data Analytics using Cold Storage Devices | 2016 | VLDB | 4.9660535e-05 |
| 9,620 | Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading | 2023 | VLDB | 4.3128484e-05 |
| 2,093 | Active Storage For Large-Scale Data Mining and Multimedia | 1998 | VLDB | 9.5570993e-05 |