DPDPU: Data Processing with DPUs

Summary: DPDPU: a platform to holistically exploit Data Processing Units (DPUs) for cloud data processing, bridging the semantic gap between DPUs and data systems to improve performance and cost. Handles DPU heterogeneity with three dedicated engines—compute, networking, storage—and characterizes DPU capabilities, utilization challenges, prototype progress, and future plans. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 568
Venue: CIDR
Year: 2025
Pagerank: 4.3385595e-05
Overall Rank: 9,456 | 34.22%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,854	LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics	2025	VLDB	4.1945683e-05
10,856	Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 24 of 24 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
156	Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases	2017	SIGMOD	0.00040504295
918	Socrates: The New SQL Server in the Cloud	2019	SIGMOD	0.00015350181
1,409	High-Speed Query Processing over High-Speed Networks	2016	VLDB	0.00012132768
3,430	Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation	2021	VLDB	7.1009617e-05
3,687	Exploiting Directly-Attached NVMe Arrays in DBMS	2020	CIDR	6.8417266e-05
4,483	DFI: The Data Flow Interface for High-Speed Networks	2021	SIGMOD	6.148188e-05
4,498	GaccO - A GPU-accelerated OLTP DBMS	2022	SIGMOD	6.138538e-05
4,981	In-Network Support for Transaction Triaging	2021	VLDB	5.7872963e-05
5,040	Tile-based Lightweight Integer Compression in GPU	2022	SIGMOD	5.7425187e-05
5,216	Computational Storage: Where Are We Today?	2021	CIDR	5.6228313e-05
5,247	Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects	2022	SIGMOD	5.6057839e-05
5,864	Redy: Remote Dynamic Memory Cache	2022	VLDB	5.2975079e-05
6,223	Distributed GPU Joins on Fast RDMA-capable Networks	2023	SIGMOD	5.1496398e-05
6,282	Cheetah: Accelerating Database Queries with Switch Pruning	2020	SIGMOD	5.128797e-05
6,388	Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT	2022	SIGMOD	5.0851841e-05
7,092	CompuCache: Remote Computable Caching using Spot VMs	2022	CIDR	4.8370308e-05
7,155	Evaluating Multi-GPU Sorting with Modern Interconnects	2022	SIGMOD	4.8149812e-05
7,803	Hardware Acceleration of Compression and Encryption in SAP HANA	2022	VLDB	4.6468619e-05
8,221	Enabling Transparent Acceleration of Big Data Frameworks Using Heterogeneous Hardware	2022	VLDB	4.5556812e-05
8,273	GraphINC: Graph Pattern Mining at Network Speed	2023	SIGMOD	4.5450209e-05
8,602	DDS: DPU-optimized Disaggregated Storage	2024	VLDB	4.4874893e-05
8,993	LightRW: FPGA Accelerated Graph Dynamic Random Walks	2023	SIGMOD	4.4130611e-05
9,211	Optimistic Data Parallelism for FPGA-Accelerated Sketching	2023	VLDB	4.3726511e-05
9,692	GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive	2022	SIGMOD	4.302852e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,530	The End of Moore’s Law and the Rise of The Data Processor	2021	VLDB	4.1945683e-05
7,889	Cost-Intelligent Data Analytics in the Cloud	2024	CIDR	4.6253386e-05
6,388	Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT	2022	SIGMOD	5.0851841e-05
6,422	DPI: The Data Processing Interface for Modern Networks	2019	CIDR	5.0681154e-05
3,528	Distributed Data Deduplication	2016	VLDB	7.0066139e-05
4,247	Rethinking Data Management Systems for Disaggregated Data Centers	2020	CIDR	6.325596e-05
2,568	Towards Cost-Optimal Query Processing in the Cloud	2021	VLDB	8.5239227e-05
10,714	Towards Designing Future-Proof Data Processing Systems	2025	VLDB	4.1945683e-05
10,856	Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs	2025	VLDB	4.1945683e-05
8,602	DDS: DPU-optimized Disaggregated Storage	2024	VLDB	4.4874893e-05