SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC ON-DEMAND

Tools & Libraries
Presentation
Media
GStream: A General-Purpose Data Streaming Framework on GPU Clusters
Speakers:
Yongpeng Zhang
- North Carolina State University
Abstract:
In this poster, we propose GStream, a general-purpose, scalable data streaming framework on GPUs. The contributions of GStream are as follows: (1) We provide powerful, yet concise language abstractions suitable to describe conventional algorithms as streaming problems. (2) We project these abstraction onto GPUs to fully exploit their inherent massive data- parallelism. (3) We demonstrate the viability of streaming on accelerators. Experiments show that the proposed framework provides flexibility, programmability and performance gains for various benchmarks from a variety of domains, including but not limited to data streaming, data parallel problems, numerical codes and text search.
 
Topics:
Tools & Libraries
Type:
Poster
Event:
GTC Silicon Valley
Year:
2010
Session ID:
P10U03
Download:
Share: