Title :
Architectural Implications for SIMD Processors in the Wireless Communication Domain
Author :
Wang, Yaohua ; Zhang, Kai ; Wan, Jianghua ; Liu, Sheng ; Ning, Xi ; Chen, Shuming
Author_Institution :
Sch. of Comput., Nat. Univ. of Defence Technol., Changsha, China
Abstract :
To further improve the performance of SIMD (Single Instruction Multiple Data) architectures, which are widely used in the wireless communication domain. The main components of Long Term Evolution (LTE) protocol are analyzed. Performance investigation is taken on a cycle-accurate simulator, featuring the main characteristics of existing SIMD architectures. Based on the investigation, three insightful architectural implications, including the concurrent execution of scalar and parallel processing, multiple sub-matrixes accessible matrix register file, and bidirectional shuffle unit are proposed. The experiment result shows that an average of 30% performance gain can be achieved by the SIMD architecture enhanced with the proposed implications. The hardware cost of these implications is also discussed.
Keywords :
Long Term Evolution; file organisation; matrix algebra; multiprocessing systems; parallel architectures; performance evaluation; protocols; telecommunication computing; LTE protocol; Long Term Evolution protocol; SIMD processor architecture performance improvement; bidirectional shuffle unit; concurrent execution; cycle-accurate simulator; matrix register file; parallel processing; performance gain; scalar processing; single-instruction multiple data architectures; wireless communication domain; Computer architecture; Hardware; Kernel; MIMO; Performance gain; Registers; Vectors; LTE; MRF; SIMD; Shuffle;
Conference_Titel :
High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems (HPCC-ICESS), 2012 IEEE 14th International Conference on
Conference_Location :
Liverpool
Print_ISBN :
978-1-4673-2164-8
DOI :
10.1109/HPCC.2012.176