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: 4.3344018e-05
Overall Rank: 9,458 | 34.27%
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
10,858	LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics	2025	VLDB	4.1905499e-05
10,860	Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs	2025	VLDB	4.1905499e-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	0.00040580118
914	Socrates: The New SQL Server in the Cloud	2019	SIGMOD	0.00015370799
1,397	High-Speed Query Processing over High-Speed Networks	2016	VLDB	0.00012208385
3,396	Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation	2021	VLDB	7.1396933e-05
3,682	Exploiting Directly-Attached NVMe Arrays in DBMS	2020	CIDR	6.8429686e-05
4,449	DFI: The Data Flow Interface for High-Speed Networks	2021	SIGMOD	6.1740574e-05
4,500	GaccO - A GPU-accelerated OLTP DBMS	2022	SIGMOD	6.1326735e-05
4,979	In-Network Support for Transaction Triaging	2021	VLDB	5.7830279e-05
5,039	Tile-based Lightweight Integer Compression in GPU	2022	SIGMOD	5.7369993e-05
5,224	Computational Storage: Where Are We Today?	2021	CIDR	5.6174295e-05
5,251	Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects	2022	SIGMOD	5.6003972e-05
5,256	Redy: Remote Dynamic Memory Cache	2022	VLDB	5.5990529e-05
5,649	Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT	2022	SIGMOD	5.3897976e-05
6,220	Distributed GPU Joins on Fast RDMA-capable Networks	2023	SIGMOD	5.1446966e-05
6,280	Cheetah: Accelerating Database Queries with Switch Pruning	2020	SIGMOD	5.1239052e-05
7,063	CompuCache: Remote Computable Caching using Spot VMs	2022	CIDR	4.8397918e-05
7,155	Evaluating Multi-GPU Sorting with Modern Interconnects	2022	SIGMOD	4.810361e-05
7,805	Hardware Acceleration of Compression and Encryption in SAP HANA	2022	VLDB	4.642406e-05
8,220	Enabling Transparent Acceleration of Big Data Frameworks Using Heterogeneous Hardware	2022	VLDB	4.5513133e-05
8,269	GraphINC: Graph Pattern Mining at Network Speed	2023	SIGMOD	4.5406632e-05
8,600	DDS: DPU-optimized Disaggregated Storage	2024	VLDB	4.4831875e-05
8,999	LightRW: FPGA Accelerated Graph Dynamic Random Walks	2023	SIGMOD	4.4088313e-05
9,213	Optimistic Data Parallelism for FPGA-Accelerated Sketching	2023	VLDB	4.3684604e-05
9,691	GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive	2022	SIGMOD	4.2987288e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,534	The End of Moore’s Law and the Rise of The Data Processor	2021	VLDB	4.1905499e-05
7,787	Cost-Intelligent Data Analytics in the Cloud	2024	CIDR	4.6468106e-05
5,649	Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT	2022	SIGMOD	5.3897976e-05
6,418	DPI: The Data Processing Interface for Modern Networks	2019	CIDR	5.063249e-05
3,526	Distributed Data Deduplication	2016	VLDB	7.0056559e-05
3,932	Rethinking Data Management Systems for Disaggregated Data Centers	2020	CIDR	6.6190727e-05
2,553	Towards Cost-Optimal Query Processing in the Cloud	2021	VLDB	8.5522099e-05
10,721	Towards Designing Future-Proof Data Processing Systems	2025	VLDB	4.1905499e-05
10,860	Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs	2025	VLDB	4.1905499e-05
8,600	DDS: DPU-optimized Disaggregated Storage	2024	VLDB	4.4831875e-05