The Case for Network-Accelerated Query Processing
Summary: Offload common OLAP operators (e.g., aggregation/filtering) to programmable switches so network devices perform in‑flight query processing, turning data movement into computation. Prelim results: >2× improvement over best MPP plans at 25Gbps and promising linear gains with faster networks. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,739 | Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection | 2020 | VLDB | 6.8031881e-05 |
| 4,981 | In-Network Support for Transaction Triaging | 2021 | VLDB | 5.7872963e-05 |
| 5,427 | The NebulaStream Platform: Data and Application Management for the Internet of Things | 2020 | CIDR | 5.509468e-05 |
| 6,282 | Cheetah: Accelerating Database Queries with Switch Pruning | 2020 | SIGMOD | 5.128797e-05 |
| 7,810 | Databases on Modern Networks: A Decade of Research That Now Comes into Practice | 2023 | VLDB | 4.6447306e-05 |
| 8,071 | P4DB - The Case for In-Network OLTP | 2022 | SIGMOD | 4.5932891e-05 |
| 8,273 | GraphINC: Graph Pattern Mining at Network Speed | 2023 | SIGMOD | 4.5450209e-05 |
| 10,098 | P4KVS: A Role-Replica Separation Offloading Method to Achieve In-Network Consistency for KV Stores Based on P4 Switches | 2026 | SIGMOD | 4.1945683e-05 |
| 10,856 | Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 115 | Eddies: Continuously Adaptive Query Processing | 2000 | SIGMOD | 0.00046221215 |
| 1,361 | The End of Slow Networks: It's Time for a Redesign | 2016 | VLDB | 0.00012379741 |
| 2,241 | Query Optimization in Microsoft SQL Server PDW | 2012 | SIGMOD | 9.2191212e-05 |
| 5,142 | A Software-Defined Networking based Approach for Performance Management of Analytical Queries on Distributed Data Stores | 2014 | SIGMOD | 5.6673393e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,338 | Fast In-Memory SQL Analytics on Typed Graphs | 2017 | VLDB | 5.5629772e-05 |
| 7,736 | From a Stream of Relational Queries to Distributed Stream Processing | 2010 | VLDB | 4.664248e-05 |
| 6,282 | Cheetah: Accelerating Database Queries with Switch Pruning | 2020 | SIGMOD | 5.128797e-05 |
| 5,142 | A Software-Defined Networking based Approach for Performance Management of Analytical Queries on Distributed Data Stores | 2014 | SIGMOD | 5.6673393e-05 |
| 12,636 | Adaptive Distributed Query Processing | 2003 | VLDB | 4.1945683e-05 |
| 11,427 | Accelerating Complex Analytics using Speculation | 2021 | CIDR | 4.1945683e-05 |
| 5,547 | Network-Aware Query Processing for Stream-based Applications | 2004 | VLDB | 5.4457955e-05 |
| 1,361 | The End of Slow Networks: It's Time for a Redesign | 2016 | VLDB | 0.00012379741 |
| 1,409 | High-Speed Query Processing over High-Speed Networks | 2016 | VLDB | 0.00012132768 |
| 8,071 | P4DB - The Case for In-Network OLTP | 2022 | SIGMOD | 4.5932891e-05 |