Title :
Single-ISA heterogeneous multi-core architectures for multithreaded workload performance
Author :
Kumar, Rakesh ; Tullsen, Dean M. ; Ranganathan, Parthasarathy ; Jouppi, Norman P. ; Farkas, Keith I.
Author_Institution :
Dept. of Comput. Sci. & Eng., California Univ., San Diego, CA, USA
Abstract :
A single-ISA heterogeneous multi-core architecture is a chip multiprocessor composed of cores of varying size, performance, and complexity. This paper demonstrates that this architecture can provide significantly higher performance in the same area than a conventional chip multiprocessor. It does so by matching the various jobs of a diverse workload to the various cores. This type of architecture covers a spectrum of workloads particularly well, providing high single-thread performance when thread parallelism is low, and high throughput when thread parallelism is high. This paper examines two such architectures in detail, demonstrating dynamic core assignment policies that provide significant performance gains over naive assignment, and even outperform the best static assignment. It examines policies for heterogeneous architectures both with and without multithreading cores. One heterogeneous architecture we examine outperforms the comparable-area homogeneous architecture by up to 63%, and our best core assignment strategy achieves up to 31% speedup over a naive policy.
Keywords :
instruction sets; microprocessor chips; multi-threading; multiprocessing systems; parallel architectures; chip multiprocessor; comparable-area homogeneous architecture; dynamic core assignment policies; heterogeneous architectures; job matching; multithreaded workload performance; multithreading cores; naive policy; single-ISA heterogeneous multicore architectures; single-thread performance; static assignment; thread parallelism; Computer architecture; Computer science; Delay; Microprocessors; Milling machines; Multithreading; Parallel processing; Performance gain; Throughput; Yarn;
Conference_Titel :
Computer Architecture, 2004. Proceedings. 31st Annual International Symposium on
Print_ISBN :
0-7695-2143-6
DOI :
10.1109/ISCA.2004.1310764