Title :
IMORC: Application Mapping, Monitoring and Optimization for High-Performance Reconfigurable Computing
Author :
Schumacher, Tobias ; Plessl, Christian ; Platzner, Marco
Author_Institution :
Paderborn Center for Parallel Comput., Univ. of Paderborn, Paderborn, Germany
Abstract :
Mapping applications that consist of a collection of cores to FPGA accelerators and optimizing their performance is a challenging task in high performance reconfigurable computing. We present IMORC, an architectural template and highly versatile on-chip interconnect. IMORC links provide asynchronous FIFOs and bitwidth conversion which allows for flexibly composing accelerators from cores running at full speed within their own clock domains, thus facilitating the re-use of cores and portability. Further, IMORC inserts performance counters for monitoring runtime data. In this paper, we introduce the IMORC architectural template and the on-chip interconnect and demonstrate IMORC on the example of accelerating the k-th nearest neighbor thinning problem on an XtremeData XD1000 reconfigurable computing system.
Keywords :
field programmable gate arrays; multiprocessor interconnection networks; optimisation; performance evaluation; reconfigurable architectures; FPGA accelerators; IMORC; XtremeData XD1000 reconfigurable computing system; asynchronous FIFO; bitwidth conversion; high-performance reconfigurable computing; k-th nearest neighbor thinning problem; on-chip interconnect; runtime data monitoring; Acceleration; Clocks; Concurrent computing; Counting circuits; Field programmable gate arrays; High performance computing; Monitoring; Parallel processing; Runtime; Topology; FPGA; Network-on-Chip; Performance Monitoring;
Conference_Titel :
Field Programmable Custom Computing Machines, 2009. FCCM '09. 17th IEEE Symposium on
Conference_Location :
Napa, CA
Print_ISBN :
978-0-7695-3716-0
DOI :
10.1109/FCCM.2009.25