Paper Info
Title
Performance Estimation In Heterogeneous Mpsoc Based On Elementary Operation Cost
Abstract
Effective use of resources available on heterogeneous MPSoC platforms can only be achieved through careful resource allocation and scheduling. The diversity of processing and memory elements will manifest itself in the total time and resources required to perform a task or execute an application. Choosing the right platform element is the key and the first step is performance estimation.This paper tackles the issue of finding the most suitable processing element for each part of the software application through a novel approach elementary operation cost. The cost of each elementary operation is experimentally determined through a set of carefully devised benchmarks and is used for estimating duration of complex functions found in common applications such as JPEG, AES etc. By raising the abstraction level on which the execution time is calculated from instruction to operation level, common problems in performance estimation such as pipelining and branch prediction can be avoided and estimation accuracy is improved. Demonstrated results show that the average error rate of estimated execution times for various benchmarks is around six percent compared to the actual execution times.
Year
Venue
Keywords
2016
2016 39TH INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO)
Embedded Computer Systems, Heterogeneous Computing, FPGA, Design Space Exploration, Performance Estimation
Field
DocType
Citations 
Pipeline (computing),Scheduling (computing),Computer science,Word error rate,Computer network,Real-time computing,Resource allocation,Abstraction layer,MPSoC,Computer engineering,Branch predictor,Benchmark (computing)
Conference
0
PageRank 
References 
Authors
0.34
11
3
Name
Order
Citations
PageRank
Nikolina Frid121.79
Danko Ivosevic241.46
Vlado Sruk3266.73