DocumentCode :
2014729
Title :
Design of an Efficient Scheme for Data Migration in Chip-Multiprocessors
Author :
Das, Biswajit ; Maiti, Nirmalya Sundar ; Das, S. ; Saha, Mousumi ; Sikdar, B.K.
Author_Institution :
Inf. Technol., Gurunanak Inst. of Tech., Kolkata, India
fYear :
2013
fDate :
10-12 Dec. 2013
Firstpage :
167
Lastpage :
171
Abstract :
Chip Multiprocessors (CMPs) with non-uniform cache architecture (NUCA) realizes thousands of processor cores on-chip. This work proposes an efficient scheme for data migration in CMPs, during program execution, for exploiting benefits of such design with NUCA. The scheme is developed around the modelling tool of periodic boundary cellular automata (CA). The CA employed performs density classification of the instances of data request generated by different cores. The outcome of the CA run (classification)indicates direction of data movement towards the region populated with processors requesting for the data block. It effectively reduces the time taken for the decision on data migration as well as ensures most accurate decision.
Keywords :
cache storage; cellular automata; microprocessor chips; multiprocessing systems; pattern classification; CMPs; NUCA; chip-multiprocessors; data block; data migration; data request; instance density classification; nonuniform cache architecture; periodic boundary cellular automata; processor core on-chip; program execution; Arrays; Automata; Discrete cosine transforms; Educational institutions; System-on-chip; Vectors; CA; CMPs; Data Migration; TACA;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic System Design (ISED), 2013 International Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-5143-2
Type :
conf
DOI :
10.1109/ISED.2013.40
Filename :
6808663
Link To Document :
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