Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems

Summary: GPU-accelerated cross-comparison of pathology image regions on CPU-GPU hybrids, using a customized GPU kernel and a pipelined framework with task migration for spatial operations. Real-world datasets show ~18× speedup over parallelized spatial DB approaches, enabling cost-efficient high-throughput analysis. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10389
Venue: VLDB
Year: 2012
Pagerank: 4.5377018e-05
Overall Rank: 8,356 | 41.87%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,261	Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce	2013	VLDB	0.00012989236
1,273	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012912938
2,067	HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics	2016	VLDB	9.6392739e-05
2,330	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0192228e-05
2,751	Mega-KV: A Case for GPUs to Maximize the Throughput of In-Memory Key-Value Stores	2015	VLDB	8.1760621e-05
5,125	The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product	2021	VLDB	5.679423e-05
11,013	X-TED: Massive Parallelization of Tree Edit Distance	2024	VLDB	4.1945683e-05
11,126	High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now	2024	VLDB	4.1945683e-05

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
239	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00031617428
354	Hilbert R-tree: An Improved R-tree Using Fractals	1994	VLDB	0.00026137988
381	FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs	2010	SIGMOD	0.00024873637
515	QPipe: A Simultaneously Pipelined Relational Query Engine	2005	SIGMOD	0.00021214633
775	Relational Joins on Graphics Processors	2008	SIGMOD	0.00016823862
871	Building a Scalable Geo-Spatial DBMS: Technology, Implementation, and Evaluation	1997	SIGMOD	0.00015767786
1,686	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.00010917794
2,017	The Researcher’s Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds	2011	VLDB	9.7810458e-05
2,051	Efficient Parallel Lists Intersection and Index Compression Algorithms using Graphics Processing Units	2011	VLDB	9.686731e-05
2,278	Hardware Acceleration for Spatial Selections and Joins	2003	SIGMOD	9.1218781e-05
3,103	High-Throughput Transaction Executions on Graphics Processors	2011	VLDB	7.5586143e-05

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