Title
ReFiRe: Efficient Deployment of Remote Fine-Grained Reconfigurable Accelerators
Abstract
The need for specialized hardware acceleration in today's computing platforms is well established, due to power and efficiency reasons. Broadening an accelerator's scope of application is highly desirable, but requires a finer-grained architecture with basic primitives, which inevitably exhibits increased communication and synchronization requirements. In disaggregated-computing environ-ments, where data transfers between remote nodes are realized via datacenter-wide packet exchanges, reducing communication and synchronization is a prerequisite for the effective employment of remote acceleration. To this end, we present ReFiRe (Remote Fine-grained Reconfigurable acceleration), a generic deployment framework with native support for partial reconfiguration that allows to considerably reduce communication needs between a processor and remote accelerators. This is achieved by shifting control flow, partial reconfiguration, and execution decisions to the remote side through arbitrarily long instructions that encapsulate complex sequences of operations and their re-spective synchronization requirements. ReFiRe outperforms an SDSoC-generated accelerator system that employs the same accelerator cores to boost performance of a genomics application that detects positive selection.
Year
DOI
Venue
2018
10.1109/FPT.2018.00064
2018 International Conference on Field-Programmable Technology (FPT)
Keywords
Field
DocType
disaggregated computing,reconfigurable accelerator,bioinformatics
Architecture,Synchronization,Software deployment,Computer science,Control flow,Network packet,Real-time computing,Acceleration,Hardware acceleration,Control reconfiguration,Embedded system
Conference
ISBN
Citations 
PageRank 
978-1-7281-0215-3
0
0.34
References 
Authors
0
6