Antoine Bertout, Joël Goossens, Emmanuel Grolleau, Roy Jamil, Xavier Poczekajlo
{"title":"非相关集群平台上全局实时调度的工作负载分配","authors":"Antoine Bertout, Joël Goossens, Emmanuel Grolleau, Roy Jamil, Xavier Poczekajlo","doi":"10.1007/s11241-021-09369-0","DOIUrl":null,"url":null,"abstract":"<p>Heterogeneous MPSoCs are being used more and more, from cellphones to critical embedded systems. Most of those systems offer heterogeneous sets of identical cores. In this paper, we propose new results on the global scheduling approach. We extend fundamental global scheduling results on <i>unrelated processors</i> to results on <i>unrelated multicore</i> platforms, a more realistic model. We introduce several methods to construct the workload assignment of tasks to cores taking advantage of this new model. Every studied result is optimal regarding schedulability, and all the proposed methods but one have a polynomial time complexity. Thanks to the model, the produced schedules have a limited degree of migrations. The benefits of the methods are demonstrated and compared using synthetic tasks sets. Practical limitations of the global scheduling approach on unrelated platforms are discussed, but we argue that it is still worth investigating considering modern MPSoCs.</p>","PeriodicalId":54507,"journal":{"name":"Real-Time Systems","volume":"221 3","pages":""},"PeriodicalIF":1.4000,"publicationDate":"2021-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Workload assignment for global real-time scheduling on unrelated clustered platforms\",\"authors\":\"Antoine Bertout, Joël Goossens, Emmanuel Grolleau, Roy Jamil, Xavier Poczekajlo\",\"doi\":\"10.1007/s11241-021-09369-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Heterogeneous MPSoCs are being used more and more, from cellphones to critical embedded systems. Most of those systems offer heterogeneous sets of identical cores. In this paper, we propose new results on the global scheduling approach. We extend fundamental global scheduling results on <i>unrelated processors</i> to results on <i>unrelated multicore</i> platforms, a more realistic model. We introduce several methods to construct the workload assignment of tasks to cores taking advantage of this new model. Every studied result is optimal regarding schedulability, and all the proposed methods but one have a polynomial time complexity. Thanks to the model, the produced schedules have a limited degree of migrations. The benefits of the methods are demonstrated and compared using synthetic tasks sets. Practical limitations of the global scheduling approach on unrelated platforms are discussed, but we argue that it is still worth investigating considering modern MPSoCs.</p>\",\"PeriodicalId\":54507,\"journal\":{\"name\":\"Real-Time Systems\",\"volume\":\"221 3\",\"pages\":\"\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2021-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Real-Time Systems\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1007/s11241-021-09369-0\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, THEORY & METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Real-Time Systems","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1007/s11241-021-09369-0","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, THEORY & METHODS","Score":null,"Total":0}
Workload assignment for global real-time scheduling on unrelated clustered platforms
Heterogeneous MPSoCs are being used more and more, from cellphones to critical embedded systems. Most of those systems offer heterogeneous sets of identical cores. In this paper, we propose new results on the global scheduling approach. We extend fundamental global scheduling results on unrelated processors to results on unrelated multicore platforms, a more realistic model. We introduce several methods to construct the workload assignment of tasks to cores taking advantage of this new model. Every studied result is optimal regarding schedulability, and all the proposed methods but one have a polynomial time complexity. Thanks to the model, the produced schedules have a limited degree of migrations. The benefits of the methods are demonstrated and compared using synthetic tasks sets. Practical limitations of the global scheduling approach on unrelated platforms are discussed, but we argue that it is still worth investigating considering modern MPSoCs.
期刊介绍:
Papers published in Real-Time Systems cover, among others, the following topics: requirements engineering, specification and verification techniques, design methods and tools, programming languages, operating systems, scheduling algorithms, architecture, hardware and interfacing, dependability and safety, distributed and other novel architectures, wired and wireless communications, wireless sensor systems, distributed databases, artificial intelligence techniques, expert systems, and application case studies. Applications are found in command and control systems, process control, automated manufacturing, flight control, avionics, space avionics and defense systems, shipborne systems, vision and robotics, pervasive and ubiquitous computing, and in an abundance of embedded systems.