Publication
Asymetric Flow Control for Data Transfer in Hybrid Computing Systems
AbstractHybrid computing systems that combine specialized accelerators with general-purpose processors are now being used to improve performance in many application areas. However, processing of network communications by the accelerators is often a significant bottleneck to the performance of the hybrid system. At the same time, the powerful yet underutilized general-purpose processors of the hybrid system are well suited to processing significant levels of network traffic. In this paper, we propose a novel asymmetric network data flow control system optimized for data stream processing. The system allows the general-purpose processors in a hybrid system to take complete control of network data movement. The system uses remote direct memory access to allow direct communication between the general-purpose processors and the main memories of the accelerators, with no network processing overhead on the accelerators. The accelerators only perform read and write operations with respect to the main memory. Our Cell Broadband Engine® implementation of the system returns a high throughput of up to 934 MB/s, directly communicating with multiple processor cores with full data flow control to multiple processor cores, while eliminating the network processing bottleneck on the accelerator system. Furthermore, our implementation demonstrates excellent performance scalability when targeting increasing numbers of processor cores on the accelerator system.PDF
Related Resources
See what’s new.
2021
Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation
Volumetric design is the first and critical step for professional…
2009
Toward the Digital Design Studio: Large Display Explorations
Inspired by our automotive and product design customers using large…
2002
Why Distance Matters: Effects on Cooperation, Persuasion and Deception
In this study, we examine how geographic distance affects…
2014
Investigating the Feasibility of Extracting Tool Demonstrations from In-Situ Video Content
Short video demonstrations are effective resources for helping users…
Get in touch
Something pique your interest? Get in touch if you’d like to learn more about Autodesk Research, our projects, people, and potential collaboration opportunities.
Contact us