M. Ziad, Y. Alkabani, M. El-Kharashi, K. Salah, Mohamed Abdelsalam
{"title":"Accelerating electromagnetic simulations: A hardware emulation approach","authors":"M. Ziad, Y. Alkabani, M. El-Kharashi, K. Salah, Mohamed Abdelsalam","doi":"10.1109/ICECS.2015.7440386","DOIUrl":null,"url":null,"abstract":"Electromagnetic (EM) simulation is an important tool for modeling and studying high frequency systems in modern industry. However, the solver part in EM simulations represents a serious bottleneck because its execution time rapidly increases as number of equations-to-solve increases. Although several existing research has proposed parallel hardware solvers, there still exists a room to improve the speed and scalability of these solvers. In this paper, we present a scalable architecture that can efficiently accelerate the solver core of an EM simulator. The architecture is implemented on a physical hardware emulation platform and is compared to the state-of-the-art solvers. Experimental results show that the proposed solver is capable of 522x speed-up over the same pure software implementation on Matlab, 184x speed-up over the best iterative software solver from the ALGLIB C++ library, and 5x speed-up over another emulation-based hardware implementation from the literature, solving 2 million equations.","PeriodicalId":215448,"journal":{"name":"2015 IEEE International Conference on Electronics, Circuits, and Systems (ICECS)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Electronics, Circuits, and Systems (ICECS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICECS.2015.7440386","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Electromagnetic (EM) simulation is an important tool for modeling and studying high frequency systems in modern industry. However, the solver part in EM simulations represents a serious bottleneck because its execution time rapidly increases as number of equations-to-solve increases. Although several existing research has proposed parallel hardware solvers, there still exists a room to improve the speed and scalability of these solvers. In this paper, we present a scalable architecture that can efficiently accelerate the solver core of an EM simulator. The architecture is implemented on a physical hardware emulation platform and is compared to the state-of-the-art solvers. Experimental results show that the proposed solver is capable of 522x speed-up over the same pure software implementation on Matlab, 184x speed-up over the best iterative software solver from the ALGLIB C++ library, and 5x speed-up over another emulation-based hardware implementation from the literature, solving 2 million equations.