THE OPPORTUNITY FOR GPUACCELERATION OF DATA-
PARALLEL GRAPH ANALYTICS
Brad Bebee
O P E ND A T AS C I E N C EC O N F E R E N C E_
BOSTON 2015
@opendatasci
Why “Right Tool, Right Job” Applies to Graph Databases · 2019. 4. 26. · graph-based BI-style analytics, graph algorithms, inferencing and other graph-based analytics). When
Documents
High Performance and Scalable GPU Graph Traversal
Graph Analytics in Spark
Technology
GPU GRAPH ANALYTIC PERFORMANCE - CLSAC - CLSAC · 4 Stage Graph Analytics Benchmark Stage 1 –Generate graph (not timed) Stage 2 –Read graph from disk, sort edges, write back to
GPU-Accelerated Analytics Enable New Enterprise Solutions
Software
GPU-Accelerated Analytics: Case Studies and Use Cases
GPU ACCELERATED HIGH PERFORMANCE DATA ANALYTICS · GPU ACCELERATED HIGH PERFORMANCE DATA ANALYTICS ... Software Stack Python Data Preparation cuDF Visualization cuGRAPH Model Training
Tigr: Transforming Irregular Graphs for GPU-Friendly Graph ...zhijia/papers/asplos18.pdf · Tigr: Transforming Irregular Graphs for GPU-Friendly Graph Processing∗ Amir Hossein Nodehi
Introduction to Graph Analytics and Oracle Cloud Service · Oracle Graph Analytics Architecture Scalable and Persistent Storage Graph Storage Management Graph Analytics In-memory
Real-time Analytics Powered by GPU-Accelerated Databaseson-demand.gputechconf.com/gtc/...real-time-analytics-powered-by-gp… · Real-time Analytics Powered by GPU-Accelerated Databases
Rapid Multipole Graph Drawing on the GPU - M Garland
Interactive Graph Analytics with Spark-(Daniel Darabos, Lynx Analytics)
Data & Analytics
SCALABLE GRAPH DATA ANALYTICS WITH GRADOOP · SCALABLE GRAPH DATA ANALYTICS WITH GRADOOP ERHARD RAHM, MARTIN JUNGHANNS, ANDRÉ PETERMANN, ... Graph Processing Systems Graph Databases
Graph Algorithms: The Core of Graph Analytics - Oracle · 2020. 8. 27. · Graph Algorithms: The Core of Graph Analytics Melli Annamalai and Ryota Yamanaka, Product Management, Oracle
Gunrock: A Fast and Programmable Multi- GPU Graph ...on-demand.gputechconf.com/gtc/2016/presentation/s6374-yangzihao... · Gunrock: A Fast and Programmable Multi-GPU Graph Processing
The Promise of GPU Analytics (or why GPU is the new CPU)on-demand.gputechconf.com/...mostak-the-promise-of-gpu-analytics-o… · The Promise of GPU Analytics (or why GPU is the new
GPU-Accelerated Large Scale Analytics · GPU-Accelerated Large Scale Analytics ... the GPU-accelerated version can ... for a broad base of users. While massively parallel data management
GPU-Accelerated Analytics Enable New Enterprise Solutionson-demand.gputechconf.com/supercomputing/2016/presentation/sc… · GPU-Accelerated Analytics Enable New Enterprise Solutions