Title
Extending Amdahl's Law for Heterogeneous Multicore Processor with Consideration of the Overhead of Data Preparation.
Abstract
We extend Amdahl’s law by considering the overhead of data preparation (ODP) for multicore systems, and apply it to three “traditional” multicore system scenarios (homogeneous symmetric multicore, asymmetric multicore, and dynamic multicore) and two new scenarios (heterogeneous CPU-GPU multicore and dynamic CPU-GPU multicore). It demonstrates that potential innovations in heterogeneous system architecture are indispensable to decrease ODP.
Year
DOI
Venue
2016
10.1109/LES.2016.2519521
Embedded Systems Letters
Keywords
Field
DocType
Multicore processing,Mathematical model,Dynamic scheduling,Data models,Computational modeling,Hazards
Data modeling,Amdahl's law,Homogeneous,Computer science,Parallel computing,Real-time computing,Dynamic priority scheduling,Data preparation,Multi-core processor,Heterogeneous System Architecture,Multicore systems
Journal
Volume
Issue
ISSN
8
1
1943-0663
Citations 
PageRank 
References 
3
0.45
8
Authors
3
Name
Order
Citations
PageRank
Songwen Pei1328.16
Myoung-Seo Kim293.65
Jean-Luc Gaudiot3938121.51