High-performance implementation of regular and easily scalable sorting networks on an FPGA

摘要

The paper is dedicated to fast FPGA-based hardware accelerators that implement sorting networks. The primary emphasis is on the uniformity of core components, feasible combinations of parallel, pipelined and sequential operations, and the regularity of the circuits and interconnections. The paper shows theoretically, and based on numerous experiments, that many existing solutions that are commonly considered to be very efficient have worthy competitors that are better for many practical problems. We compared the even-odd merge and bitonic merge sorting networks (which are among the fastest known) with the even-odd transition network, which is often characterized as significantly slower and more resource consuming. We found that the latter is the most regular network that can be implemented very efficiently in FPGA, so we are proposing new, easily scalable hardware solutions and processing techniques based on this. Finally, the paper provides four main contributions and suggests: (1) a regular hardware implementation of resource and time effective architectures based on the even-odd transition network; (2) a pipelined implementation of even-odd transition networks; (3) a pre-processing technique that enables sorting to be further accelerated; (4) combinations of this technique with a merge sort, an address-based sort, a quicksort, and a radix sort. (C) 2014 Elsevier B.V. All rights reserved.