{"title":"动态可重构平台上实时周期任务调度的监督控制方法","authors":"Cherinet Kejela, R. Devaraj, A. Sarkar, S. Saha","doi":"10.1109/DSD57027.2022.00010","DOIUrl":null,"url":null,"abstract":"The dynamic partial reconfiguration (DPR) feature offered by modern FPGAs provides the flexibility of adapting the underlying hardware according to the needs of a particular situation at runtime, in response to application requirements. In recent times, DPR along with drastically reduced reconfiguration overheads has allowed the possibility of scheduling multiple real-time applications on FPGA platforms. However, in order to effectively harness the computation capacity of an FPGA floor, efficient techniques which can schedule real-time applications over both space and time are required. It may be noted that safety-critical systems often require resource-optimal solutions to reduce size, weight, cost and power consumption of the system. However, the scheduling of real-time tasks on FPGAs in the presence of non-negligible reconfigurationlcontext-switching overheads requires careful exploration of the state space which often makes it prohibitively expensive to be applied on-line. Hence, off-line formal approaches are often preferred in the design of reconfiguration controllers (i.e., schedulers) that are correct-by-construction as well as optimal in terms of usage of resources. In this paper, we propose a formal scheduler synthesis framework that generates an optimal scheduler for a set of non-preemptive periodic real-time tasks executing on a FPGA platform. We show the practical viability of our proposed framework by synthesizing schedulers for real-world benchmark applications and implementing them on FPGAs.","PeriodicalId":211723,"journal":{"name":"2022 25th Euromicro Conference on Digital System Design (DSD)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Supervisory Control Approach for Scheduling Real-time Periodic Tasks on Dynamically Reconfigurable Platforms\",\"authors\":\"Cherinet Kejela, R. Devaraj, A. Sarkar, S. Saha\",\"doi\":\"10.1109/DSD57027.2022.00010\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The dynamic partial reconfiguration (DPR) feature offered by modern FPGAs provides the flexibility of adapting the underlying hardware according to the needs of a particular situation at runtime, in response to application requirements. In recent times, DPR along with drastically reduced reconfiguration overheads has allowed the possibility of scheduling multiple real-time applications on FPGA platforms. However, in order to effectively harness the computation capacity of an FPGA floor, efficient techniques which can schedule real-time applications over both space and time are required. It may be noted that safety-critical systems often require resource-optimal solutions to reduce size, weight, cost and power consumption of the system. However, the scheduling of real-time tasks on FPGAs in the presence of non-negligible reconfigurationlcontext-switching overheads requires careful exploration of the state space which often makes it prohibitively expensive to be applied on-line. Hence, off-line formal approaches are often preferred in the design of reconfiguration controllers (i.e., schedulers) that are correct-by-construction as well as optimal in terms of usage of resources. In this paper, we propose a formal scheduler synthesis framework that generates an optimal scheduler for a set of non-preemptive periodic real-time tasks executing on a FPGA platform. We show the practical viability of our proposed framework by synthesizing schedulers for real-world benchmark applications and implementing them on FPGAs.\",\"PeriodicalId\":211723,\"journal\":{\"name\":\"2022 25th Euromicro Conference on Digital System Design (DSD)\",\"volume\":\"41 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 25th Euromicro Conference on Digital System Design (DSD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DSD57027.2022.00010\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 25th Euromicro Conference on Digital System Design (DSD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DSD57027.2022.00010","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Supervisory Control Approach for Scheduling Real-time Periodic Tasks on Dynamically Reconfigurable Platforms
The dynamic partial reconfiguration (DPR) feature offered by modern FPGAs provides the flexibility of adapting the underlying hardware according to the needs of a particular situation at runtime, in response to application requirements. In recent times, DPR along with drastically reduced reconfiguration overheads has allowed the possibility of scheduling multiple real-time applications on FPGA platforms. However, in order to effectively harness the computation capacity of an FPGA floor, efficient techniques which can schedule real-time applications over both space and time are required. It may be noted that safety-critical systems often require resource-optimal solutions to reduce size, weight, cost and power consumption of the system. However, the scheduling of real-time tasks on FPGAs in the presence of non-negligible reconfigurationlcontext-switching overheads requires careful exploration of the state space which often makes it prohibitively expensive to be applied on-line. Hence, off-line formal approaches are often preferred in the design of reconfiguration controllers (i.e., schedulers) that are correct-by-construction as well as optimal in terms of usage of resources. In this paper, we propose a formal scheduler synthesis framework that generates an optimal scheduler for a set of non-preemptive periodic real-time tasks executing on a FPGA platform. We show the practical viability of our proposed framework by synthesizing schedulers for real-world benchmark applications and implementing them on FPGAs.