Ra2: Predicting simulation execution time for cloud-based design space explorations

• Main Authors: TA, Nguyen Binh Duong, CAI, Wentong, LI, Zengxiang, ZHOU, Suiping
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: neural network; prediction; cloud-based simulations; resource-aware; OS and Networks; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/4768; https://ink.library.smu.edu.sg/context/sis_research/article/5771/viewcontent/151209476.pdf
• Institution: Singapore Management University

Design space exploration refers to the evaluation of implementation alternatives for many engineering and design problems. A popular exploration approach is to run a large number of simulations of the actual system with varying sets of configuration parameters to search for the optimal ones. Due to...