{"title":"Experimental Evaluation of Optimal Schedulers Based on Partitioned Proportionate Fairness","authors":"Davide Compagnin, E. Mezzetti, T. Vardanega","doi":"10.1109/ECRTS.2015.18","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.18","url":null,"abstract":"The Quasi-Partitioning Scheduling algorithm optimally solves the problem of scheduling a feasible set of independent implicit-deadline sporadic tasks on a symmetric multiprocessor. It iteratively combines bin-packing solutions to determine a feasible task-to-processor allocation, splitting task loads as needed along the way so that the excess computation on one processor is assigned to a paired processor. Though different in formulation, QPS belongs in the same family of schedulers as RUN, which achieve optimality using a relaxed (partitioned) version of proportionate fairness. Unlike RUN, QPS departs from the dual schedule equivalence, thus yielding a simpler implementation with less use of global data structures. One might therefore expect that QPS should outperform RUN in the general case. Surprisingly instead, our implementation of QPS on LITMUS^RT invalidates this conjecture, showing that the QPS offline decisions may have an important influence on run-time performance. In this work, we present an extensive comparison between RUN and QPS, looking at both the offline and the online phases, to highlight their relative strengths and weaknesses.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123980976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Minimizing Cache Overhead via Loaded Cache Blocks and Preemption Placement","authors":"John Cavicchio, Corey Tessler, N. Fisher","doi":"10.1109/ECRTS.2015.22","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.22","url":null,"abstract":"Schedulability analysis for real-time systems has been the subject of prominent research over the past several decades. One of the key foundations of schedulability analysis is an accurate worst case execution time (WCET) measurement for each task. In real-time systems that support preemption, the cache related preemption delay (CRPD) can represent a significant component (up to 44% as documented in research literature) [1] -- [3] of variability to overall task WCET. Several methods have been employed to calculate CRPD with significant levels of pessimism that may result in a task set erroneously declared as non-schedulable. Furthermore, they do not take into account that CRPD cost is inherently a function of where preemptions actually occur. Our approach for computing CRPD via loaded cache blocks (LCBs) is more accurate in the sense that cache state reflects which cache blocks and the specific program locations where they are reloaded. Limited preemption models attempt to minimize preemption overhead (CRPD) by reducing the number of allowed preemptions and/or allowing preemption at program locations where the CRPD effect is minimized. These algorithms rely heavily on accurate CRPD measurements or estimation models in order to identify an optimal set of preemption points. Our approach improves the effectiveness of limited optimal preemption point placement algorithms by calculating the LCBs for each pair of adjacent preemptions to more accurately model task WCET and maximize schedulability as compared to existing preemption point placement approaches. We propose an optimal preemption point placement algorithm using dynamic programming. Lastly, we will demonstrate, using a case study, improved task set schedulability and optimal preemption point placement via our new LCB characterization.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132009109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Bailout Protocol for Mixed Criticality Systems","authors":"I. Bate, A. Burns, Robert I. Davis","doi":"10.1109/ECRTS.2015.30","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.30","url":null,"abstract":"To move mixed criticality research into industrial practice requires models whose run-time behaviour is acceptable to systems engineers. Certain aspects of current models, such as abandoning lower criticality tasks when certain situations arise, do not give the robustness required in application domains such as the automotive and aerospace industries. In this paper a new bailout protocol is developed that still guarantees high criticality tasks but minimises the negative impact on lower criticality tasks via a timely return to normal operation. We show how the bailout protocol can be integrated with existing techniques, utilising offline slack to further improve performance. Static analysis is provided for the strong schedulability guarantees, while scenario based evaluation via simulation is used to explore the effectiveness of the protocol.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117302156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wenbo Xu, Zain Alabedin Haj Hammadeh, A. Kröller, R. Ernst, Sophie Quinton
{"title":"Improved Deadline Miss Models for Real-Time Systems Using Typical Worst-Case Analysis","authors":"Wenbo Xu, Zain Alabedin Haj Hammadeh, A. Kröller, R. Ernst, Sophie Quinton","doi":"10.1109/ECRTS.2015.29","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.29","url":null,"abstract":"We focus on the problem of computing tight deadline miss models for real-time systems, which bound the number of potential deadline misses in a given sequence of activations of a task. In practical applications, such guarantees are often sufficient because many systems are in fact not hard real-time. Our major contribution is a general formulation of that problem in the context of systems where some tasks occasionally experience sporadic overload. Based on this new formulation, we present an algorithm that can take into account fine-grained effects of overload at the input of different tasks when computing deadline miss bounds. Finally, we show in experiments with synthetic as well as industrial data that our algorithm produces bounds that are much tighter than in previous work, in sufficiently short time.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125414839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Geoffrey Nelissen, J. Fonseca, Gurulingesh Raravi, Vincent Nélis
{"title":"Timing Analysis of Fixed Priority Self-Suspending Sporadic Tasks","authors":"Geoffrey Nelissen, J. Fonseca, Gurulingesh Raravi, Vincent Nélis","doi":"10.1109/ecrts.2015.15","DOIUrl":"https://doi.org/10.1109/ecrts.2015.15","url":null,"abstract":"Many real-time systems include tasks that need to suspend their execution in order to externalize some of their operations or to wait for data, events or shared resources. Although commonly encountered in real-world systems, study of their timing analysis is still limited due to the problem complexity. In this paper, we invalidate a claim made in one of the earlier works [1], that led to the common belief that the timing analysis of one self-suspending task interacting with non-self suspending sporadic tasks is much easier than in the periodic case. This work highlights the complexity of the problem and presents a method to compute the exact worst-case response time (WCRT) of a self-suspending task with one suspension region. However, as the complexity of the analysis might rapidly grow with the number of tasks, we also define an optimization formulation to compute an upper-bound on the WCRT for tasks with multiple suspension regions. In the experiments, our optimization framework outperforms all previous analysis techniques and often finds the exact WCRT.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127515538","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Uniprocessor Feasibility of Sporadic Tasks with Constrained Deadlines Is Strongly coNP-Complete","authors":"Pontus Ekberg, W. Yi","doi":"10.1109/ECRTS.2015.32","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.32","url":null,"abstract":"Deciding the feasibility of a sporadic task system on a preemptive uniprocessor is a central problem in real-time scheduling theory. The computational complexity of this problem has been a long-standing open question. We show that it is coNP-complete in the strong sense, even when deadlines are constrained. This is achieved by means of a pseudo-polynomial transformation from the strongly NP-hard Simultaneous Congruences Problem to the complement of the feasibility problem.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127414665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
R. Mancuso, R. Pellizzoni, M. Caccamo, L. Sha, H. Yun
{"title":"WCET(m) Estimation in Multi-core Systems Using Single Core Equivalence","authors":"R. Mancuso, R. Pellizzoni, M. Caccamo, L. Sha, H. Yun","doi":"10.1109/ECRTS.2015.23","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.23","url":null,"abstract":"Multi-core platforms represent the answer of the industry to the increasing demand for computational capabilities. From a real-time perspective, however, the inherent sharing of resources, such as memory subsystem and I/O channels, creates inter-core timing interference among critical tasks and applications deployed on different cores. As a result, modular per-core certification cannot be performed, meaning that: (1) current industrial engineering processes cannot be reused, (2) software developed and certified for single-core chips cannot be deployed on multi-core platforms as is. In this work, we propose the Single Core Equivalence (SCE) technology: a framework of OS-level techniques designed for commercial (COTS) architectures that exports a set of equivalent single-core virtual machines from a multi-core platform. This allows per-core schedulability results to be calculated in isolation and to hold when multiple cores of the system run in parallel. Thus, SCE allows each core of a multi-core chip to be considered as a conventional single-core chip, ultimately enabling industry to reuse existing software, schedulability analysis methodologies and engineering processes.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129147691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On-Line Data Link Layer Scheduling in Wireless Networked Control Systems","authors":"S. Hong, X. Hu, Tao Gong, Song Han","doi":"10.1109/ECRTS.2015.13","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.13","url":null,"abstract":"Wireless networked control systems (WNCSs) are widely used in many applications. A key challenge in WNCSs is to develop efficient data link layer (DLL) scheduling algorithms to achieve reliable end-to-end real-time communication. Previous research typically assumes that the network communication schedule of WNCS, once constructed and distributed, stays unchanged, thus cannot handle dynamic variations which are unavoidable in many WNCSs. This paper considers the DLL scheduling problem in WNCSs, where external disturbances occur sporadically. An on-line framework, employing a rhythmic task model, is introduced to adjust the static schedule to respond to external disturbances. The approach determines the time duration to apply a dynamic schedule and generates the schedule for that time duration to minimize the impact of network dynamics on existing network flows. The effectiveness and efficiency of the proposed algorithm are validated by extensive simulation. Results indicate that the proposed approach outperforms existing work both in terms of the number of feasible task sets (between 11% and 41% increase on average) and the number of feasible periodic packets (between 122% and 128% increase on average).","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133249262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Computation Offloading Framework for Soft Real-Time Embedded Systems","authors":"Yuchuan Liu, Cong Liu, Xia Zhang, Wei Gao, Liang He, Y. Gu","doi":"10.1109/ECRTS.2015.19","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.19","url":null,"abstract":"Recent developments in embedded hardware have empowered human experiences through pervasive computing. While embedded systems are becoming more powerful, they still fall short when faced with users' growing desire for running more resource-demanding applications. To bridge this gap, one solution is to leverage powerful resources residing at remote sites by performing computation offloading. Unfortunately, the state-of-the-art offloading frameworks cannot be applied in many embedded systems supporting applications with soft real-time (SRT) constraints or high delay sensitivity, as they typically optimize response times on a \"best-effort\" basis using heuristics. This paper establishes a soft real-time offloading framework that optimizes the resource utilization of the embedded system while analytically guaranteeing SRT schedulability. The key idea behind the proposed framework is to view offloading-induced delays as suspensions occurring at the local embedded system side, which allows a task being offloaded to be modelled as a suspending task and thus existing SRT suspension-aware scheduling and analysis techniques to be leveraged. Based on this idea, we propose an offloading algorithm, namely Real-time Offloading Decision-making Algorithm (RODA), to make offloading decisions such that SRT schedulability of the task system can be ensured. The optimality properties of RODA have been proved on both uniprocessors and multiprocessors. We conducted extensive simulations on evaluating schedulability and implemented a case study offloading system on top of real hardware to test runtime response time performance. Results demonstrated that RODA is superior to existing performance-driven offloading algorithms, particularly under heavy workloads.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133840382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alessandra Melani, M. Bertogna, V. Bonifaci, A. Marchetti-Spaccamela, G. Buttazzo
{"title":"Response-Time Analysis of Conditional DAG Tasks in Multiprocessor Systems","authors":"Alessandra Melani, M. Bertogna, V. Bonifaci, A. Marchetti-Spaccamela, G. Buttazzo","doi":"10.1109/ECRTS.2015.26","DOIUrl":"https://doi.org/10.1109/ECRTS.2015.26","url":null,"abstract":"Different task models have been proposed to represent the parallel structure of real-time tasks executing on manycore platforms: fork/join, synchronous parallel, DAG-based, etc. Despite different schedulability tests and resource augmentation bounds are available for these task systems, we experience difficulties in applying such results to real application scenarios, where the execution flow of parallel tasks is characterized by multiple (and nested) conditional structures. When a conditional branch drives the number and size of sub-jobs to spawn, it is hard to decide which execution path to select for modeling the worst-case scenario. To circumvent this problem, we integrate control flow information in the task model, considering conditional parallel tasks (cp-tasks) represented by DAGs composed of both precedence and conditional edges. For this task model, we identify meaningful parameters that characterize the schedulability of the system, and derive efficient algorithms to compute them. A response time analysis based on these parameters is then presented for different scheduling policies. A set of simulations shows that the proposed approach allows efficiently checking the schedulability of the addressed systems, and that it significantly tightens the schedulability analysis of non-conditional (e.g., Classic DAG) tasks over existing approaches.","PeriodicalId":243434,"journal":{"name":"2015 27th Euromicro Conference on Real-Time Systems","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131264348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}