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Test scheduling for minimal energy consumption under power constraints

T. Schuele, A.P. Stroele
Proceedings 19th IEEE VLSI Test Symposium. VTS 2001  
In this paper we present a method for scheduling tests which aims at minimizing total energy consumption and test application time under peak power constraints.  ...  Power consumption has become a crucial concern in built-in self-test (BIST) due to the increased switching activity in the circuit under test.  ...  Conclusions In this paper we presented a method for scheduling tests under power constraints.  ... 
doi:10.1109/vts.2001.923455 dblp:conf/vts/SchueleS01 fatcat:ihuufq744rav7j6lbvvqyljkae

Energy-Efficient Speed Scheduling for Real-Time Tasks under Thermal Constraints

Shengquan Wang, Jian-Jia Chen, Zhenjun Shi, Lothar Thiele
2009 2009 15th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications  
This paper explores dynamic thermal management to minimize the energy consumption for a specified computing demand under the thermal constraint.  ...  We develop energy-efficient speed scheduling schemes for frame-based real-time tasks under thermal constraints.  ...  This paper copes with energy consumption minimization for a specified performance requirement under thermal constraints.  ... 
doi:10.1109/rtcsa.2009.29 dblp:conf/rtcsa/WangCST09 fatcat:xdgeugdd2bfy3ge4tdaiez7fg4

Leakage aware energy minimization for real-time systems under the maximum temperature constraint

Huang Huang, Gang Quan
2011 2011 Design, Automation & Test in Europe  
Based on this method, we then propose a scheduling technique to minimize the overall energy consumption under the maximum temperature constraint.  ...  In this paper, we study the problem on how to reduce the overall energy consumption while at the same time ensuring the timing and maximum temperature constraints for a real-time system.  ...  Acknowledgment This work is supported in part by NSF under projects CNS-0969013, CNS-0917021, and CNS-1018108.  ... 
doi:10.1109/date.2011.5763083 dblp:conf/date/HuangQ11 fatcat:5y3lt2j6ozdsjcwjp7ln3bgoli

Smoothing the energy consumption: Peak demand reduction in smart grid

Shaojie Tang, Qiuyuan Huang, Xiang-Yang Li, Dapeng Wu
2013 2013 Proceedings IEEE INFOCOM  
We propose a set of appliance scheduling algorithms to 1) minimize the peak power consumption under a fixed delay requirement, and 2) minimize the delay under a fixed peak demand constraint.  ...  We conduct extensive simulations using both real-life appliance energy consumption data trace and synthetic data to evaluate the performance of our algorithms.  ...  In this problem, we aim at finding an energy consumption schedule so as to minimize the finish time for executing all the jobs, while keeping the peak power consumption under a constraint D.  ... 
doi:10.1109/infcom.2013.6566904 dblp:conf/infocom/TangHLW13 fatcat:vwifkaqqcba4xmraizkv4uvztu

Partitioned EDF scheduling in multicore systems with quality of service constraints

Nadine Abdallah, Audrey Queudet, Maryline Chetto, Rafic Hage Chehade
2011 2011 18th IEEE International Conference on Electronics, Circuits, and Systems  
The main goal is to minimize the energy consumption of the system while offering solutions with respect to transient energy starvation situations the system can experiment.  ...  First, we present a schedulability analysis of firm multiprocessor task sets under QoS constraints. Second we propose new partitionning heuristics integrating skips.  ...  First, we design a schedulability test for firm multiprocessor task sets under QoS constraints.  ... 
doi:10.1109/icecs.2011.6122386 dblp:conf/icecsys/AbdallahQCC11 fatcat:syhc7pjpqjdlnforioy4lgaw7u

Green Power Constrained Scheduling for Sequential Independent Tasks on Identical Parallel Machines

Laurent Philippe, Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo
2019 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)  
Energy consumption is a major aspect to consider when designing large scale high performance computing HPC systems.  ...  sources is variant while the power consumption of the system varies with the workload.  ...  The objective is not to reduce the energy consumption but rather to minimize the makespan under power availability constraints. Model We define here the elements of the studied model.  ... 
doi:10.1109/ispa-bdcloud-sustaincom-socialcom48970.2019.00029 dblp:conf/ispa/KassabN0R19 fatcat:v2jijt6x7jdbpnq2cqtnfw6zb4


Shouq Alsubaihi, Jean-Luc Gaudiot
2017 Proceedings of the 8th International Workshop on Programming Models and Applications for Multicores and Manycores - PMAM'17  
consumption, under peak power and peak temperature constraints.  ...  Job mapping and scheduling play a crucial role in such systems as they strongly affect the overall system performance, energy consumption, peak power and peak temperature.  ...  It takes into account both performance and energy consumption under peak power and thermal constraints.  ... 
doi:10.1145/3026937.3026944 dblp:conf/ppopp/AlsubaihiG17 fatcat:mjkm7r55ajaeppb5x4cfjf3sie

Energy-Efficient Multi-Core Scheduling for Real-Time DAG Tasks

Zhishan Guo, Ashikahmed Bhuiyan, Abusayeed Saifullah, Nan Guan, Haoyi Xiong, Marc Herbstritt
2017 Euromicro Conference on Real-Time Systems  
While meeting all real-time constraints, we try to identify the best task allocation and execution pattern such that the average power consumption of the whole platform is minimized.  ...  We first adapt the decomposition-based framework for federated scheduling and propose an energy-sub-optimal scheduler.  ...  None of them has considered power/energy consumption issues. In addition, much work has been done in energy/power consumption minimization for sequential tasks.  ... 
doi:10.4230/lipics.ecrts.2017.22 dblp:conf/ecrts/GuoBSGX17 fatcat:bi5jiiiwuvda3llevn62moq33u

Dynamic and Leakage Power Minimization with Loop Voltage Scheduling and Assignment

Meikang Qiu, Jiande Wu, Jingtong Hu, Yi He, Edwin H.-M. Sha
2008 2008 IEEE/IFIP International Conference on Embedded and Ubiquitous Computing  
An algorithm, LSAMP (Loop Scheduling and Assignment to Minimize Power), is proposed.  ...  This paper studies the scheduling and assignment problem that minimizes the total energy including both dynamic and leakage energy for applications with loops on multi-voltage, multi-processor DSP.  ...  In the paper, we design an algorithm, LSAMP (Loop Scheduling and Assignment to Minimize Power), to minimize total energy (E dyn + E l ) while satisfying timing constraint with guaranteed probability for  ... 
doi:10.1109/euc.2008.90 dblp:conf/euc/QiuWHHS08 fatcat:5eshrqkytnhvzostvdn6ipm554

Applying MGAP Modeling to the Hard Real-time Task Allocation on Multiple Heterogeneous Processors Problem

Eduardo Valentin, Rosiane de Freitas, Raimundo Barreto
2016 Procedia Computer Science  
Experimentation shows that using strict schedulability tests as constraints of 0/1 integer linear programming results in faster solvers capable of finding optimum solutions with lower power consumption  ...  The usage of heterogeneous multicore platforms is appealing for applications, e.g. hard realtime systems, due to the potential reduced energy consumption offered by such platforms.  ...  Scheduling becomes especially hard to deal with, particularly under low power constraints.  ... 
doi:10.1016/j.procs.2016.05.425 fatcat:aobo6esvczdszdfjwa3rcmxg44

Optimization of energy consumption in cloud computing datacenters

Ahmed Osman, Assim Sagahyroon, Raafat Aburukba, Fadi Aloul
2021 International Journal of Power Electronics and Drive Systems (IJPEDS)  
The objective is to minimize the total power consumed by the active and idle cores of the servers' CPUs while meeting a set of constraints.  ...  The work seeks to develop formal optimization models that minimize the energy consumption of computational resources and evaluates the use of existing optimization solvers in testing these models.  ...  Linear programming is a mathematical method for maximizing or minimizing a linear objective function under certain conditions or constraints consisting of different variables.  ... 
doi:10.11591/ijece.v11i1.pp686-698 fatcat:ownc3jo3dvfpfffyhoylpjbsem

Power Aware Scheduling of Bag-of-Tasks Applications with Deadline Constraints on DVS-enabled Clusters

Kyong Hoon Kim, Rajkumar Buyya, Jong Kim
2007 Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid '07)  
In this paper, we provide power-aware scheduling algorithms for bagof-tasks applications with deadline constraints on DVSenabled cluster systems in order to minimize power consumption as well as to meet  ...  As recent commodity processors support multiple operating points under various supply voltage levels, Dynamic Voltage Scaling (DVS) scheduling algorithms can reduce power consumption by controlling appropriate  ...  Schedulability test for EDF Figure 6 . 6 An example of DVS-based proportional share scheduling 4.2.  ... 
doi:10.1109/ccgrid.2007.85 dblp:conf/ccgrid/KimBK07 fatcat:vgooq3qqr5bqjle3v6jsjulv4y

Optimizing Power Consumption in Robotized Job-Shop Manufacturing [chapter]

Silviu Raileanu, Florin Anton, Alexandru Iatan, Theodor Borangiu, Silvia Anton
2015 Studies in Computational Intelligence  
This study focuses on the optimization of power consumption in manufacturing processes by combining operations sequencing with resource allocation in order to obtain the minimum power consumption for a  ...  In today's world many companies are orienting their shop floor processes towards sustainability in order to obtain financial benefits by reducing power consumption during production (energy costs being  ...  -Constraints: the same for minimization of energy consumption.  ... 
doi:10.1007/978-3-319-15159-5_2 fatcat:4zbjolvu4rfajbqlv7o2giykbu

Scheduling Distributed Energy Resource Operation and Daily Power Consumption for a Smart Building to Optimize Economic and Environmental Parameters

Zahra Pooranian, Jemal Abawajy, Vinod P, Mauro Conti
2018 Energies  
greenhouse gas emissions under different system constraints and user preferences.  ...  In this paper, we propose an optimization model for jointly minimizing electricity costs and CO 2 emissions by considering consumer preferences in smart buildings that are equipped with distributed energy  ...  Therefore, there is significant potential for energy consumption and cost savings by minimizing the daily power cost of smart home appliances.  ... 
doi:10.3390/en11061348 fatcat:2hsa7alzgvbtzep2qg3zb3qgm4

An on-line approach for power minimization in QoS sensitive systems

Jennifer L. Wong, Gang Qu, Miodrag Potkonjak
2003 Proceedings of the 2003 conference on Asia South Pacific design automation - ASPDAC  
We first summarize a system of provably-optimal techniques that minimize energy consumption of stream-oriented applications under two main QoS metrics: latency and synchronization.  ...  Specifically, we study how multiple voltages can be used to simultaneously satisfy hardware requirements and minimize power consumption, while preserving the requested level of QoS in terms of latency  ...  ACKNOWLEDGEMENTS This material is based upon work partially supported by the National Science Foundation under Grant No. ANI-0085773 (and/or other proper agency and grant).  ... 
doi:10.1145/1119772.1119785 dblp:conf/aspdac/WongQP03 fatcat:6bjxh5z7brbofgvlssa4d73nne
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