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Multi-agent Learning by Trial and Error for Resource Leveling during Multi-Project (Re)scheduling

Laura Tosselli, Verónica Bogado, Ernesto Martínez
2018 Journal of Computer Science and Technology  
In this work, a multi-agent solution that allows solving the Resource Constrained Multi-project Scheduling Problem (RCMPSP) and the Resource Investment Problem is extended to incorporate indicators on  ...  The multi-project (re)scheduling must achieve the most efficient possible resource usage without increasing the prescribed project constraints, considering the Resource Leveling Problem (RLP), whose objective  ...  The relationship that exists between each of the stated objectives and scheduling problems mentioned is defined below. Resource Constrained Project Scheduling Problem.  ... 
doi:10.24215/16666038.18.e14 fatcat:zcd7o23dl5ccxjsztz35ecnygu

Designing a Reverse Supply Chain Inventory Model with Remanufacturing Process

Arman Bahari, Mohammad Taghi Taghavi Fard, Mohammad Khalilzadeh
2018 Journal of Intelligent Computing  
Firstly, design task collaboration and scheduling features in three complicate product design process modes are discussed in terms of research results of collaboration design and Integration Design Environment  ...  So a reasonable resource scheduling scheme has great significance to the design of complicated product, so as to shortening product development cycles and reducing the cost of product.  ...  In the former scheduling methods, a design executor is constrained to execute one kind of task in the former methods, which cannot play full role of design resources.  ... 
doi:10.6025/jic/2018/9/1/43-53 fatcat:fitu74tljfbkle7gt6sbkrd56m

Heterogeneous cores for MapReduce processing: Opportunity or challenge?

Feng Yan, Ludmila Cherkasova, Zhuoyao Zhang, Evgenia Smirni
2014 2014 IEEE Network Operations and Management Symposium (NOMS)  
In this work, we design a new Hadoop scheduler, called DyScale, that exploits capabilities offered by heterogeneous cores for achieving a variety of performance objectives.  ...  The current SoC design is often constrained by a given power budget that forces designers to consider different decision trade-offs, e.g., to choose between many slow cores, fewer faster cores, or to select  ...  DyScale scheduler offers the capability of scheduling jobs according to their performance objectives and the resource preference.  ... 
doi:10.1109/noms.2014.6838339 dblp:conf/noms/YanCZS14 fatcat:jliihgk4ozbl3il4slco4r5ihe

An Architecture for Dynamic Service-Oriented Computing in Networked Embedded Systems [chapter]

Kirill Mechitov, Gul Agha
2012 Lecture Notes in Computer Science  
Software development in real-time and embedded systems has traditionally focused on stand-alone applications with static models for scheduling and resource allocation.  ...  This paper presents an enabling framework for dynamic service orchestration in cyber-physical systems, based on a modular, reusable, and extensible service-oriented architecture.  ...  ActorNet eases development by providing an abstract environment for lightweight concurrent object-oriented mobile code on WSNs.  ... 
doi:10.1007/978-3-642-30835-2_10 fatcat:etunxn3gkrhw7btv6bpjjkwsrm

Towards Bridging IoT and Cloud Services: Proposing Smartphones as Mobile and Autonomic Service Gateways [article]

Roya Golchay , Frédéric Le Mouël , Stéphane Frénot, Julien Ponge
2011 arXiv   pre-print
Computing is currently getting at the same time incredibly in the small with sensors/actuators embedded in our every- day objects and also greatly in the large with data and ser- vice clouds accessible  ...  Since smartphones are mobile gateways, they should be able to (re)configure themself according to their place, things discovered around, and their own resources such battery.  ...  This prototype can run on constrained devices and locally manages service-oriented application deployment according to hardware resources. It has been tested with a PDF reader application.  ... 
arXiv:1107.4786v1 fatcat:yebw2r3gyfddfoctguskkakhpi

Network Traffic Statistics Method for Resource-Constrained Industrial Project Group Scheduling under Big Data

Zongjie Huo, Wei Zhu, Pei Pei, Wenqing Wu
2021 Wireless Communications and Mobile Computing  
Firstly, the objective function and mathematical model of the resource-constrained project scheduling problem are established, and the ant colony algorithm is used for optimization.  ...  Then, the project scheduling problem in PSPLIB is introduced, which contains 10 tasks and 1 renewable resource.  ...  The solution of multimode resource-constrained project scheduling problem is to generate the most objective scheduling scheme under the tight relationship of work and resource constraints.  ... 
doi:10.1155/2021/5594663 fatcat:rkd4cvxekrgsvbwuviqpg6g254

The Dase Tool: An Environment for the Development of Real-Time Applications [chapter]

M. Natale, A. Domenici
1999 Distributed and Parallel Embedded Systems  
resource management algorithms.  ...  Our tool is aimed at real-time schedulability and performance analysis.  ...  Statecharts [5] describe the evolution in time of an object or an interaction between objects by means of a hierarchical state machine.  ... 
doi:10.1007/978-0-387-35570-2_15 fatcat:hlrvgkyvdfd7bgdzwoyaaxqzj4

Information-centric industrial Internet of Things: Service model

Yang Wang, Peng Zeng, Xu Wang, Yangyu Zhang, Fangjun Kuang, Baohui Zhu
2012 2012 IEEE 2nd International Conference on Cloud Computing and Intelligence Systems  
In this paper, a 7-level network protocol is devised with the service-oriented architecture of a 3-tier hierarchical model.  ...  Through the optimal composition of elementary services, decentralized applications are implemented in the service-oriented architecture.  ...  In Fig. 9 , the application operator begins by describing the application request or objective with semantic contexts through human-computer interaction.  ... 
doi:10.1109/ccis.2012.6664557 dblp:conf/ccis/WangZWZKZ12 fatcat:jrgmrfdyyvgu7fntv5vxek2gmu

A Survey of Workflow Scheduling Algorithms and Research Issues

Lovejit Singh, Sarbjeet Singh
2013 International Journal of Computer Applications  
Resources are allocated to various sub-tasks of the original task by keeping into account these constraints. In this paper, various workflow scheduling algorithms have been surveyed.  ...  Data centers make use of scheduling techniques to optimally allocate resources to various jobs. Different scenarios require different scheduling algorithms.  ...  WORKFLOW SCHEDULING In workflow scheduling, different sub tasks of a bigger task are allocated resources in such a way that some pre-defined objective criteria is met.  ... 
doi:10.5120/12961-0069 fatcat:5esvsu42trcori2zq5jv5fqihm

Yet Another Java Based Discrete-Event Simulation Library

Brahim Belattar, Abdelhabib Bourouis
2014 Journal of Software  
The process-interaction world view adopted by JAPROSIM is discussed. A modeling example is given in order to highlight JAPROSIM capabilities.  ...  JAPROSIM is a well designed library, free and open source that adopts the popular process-interaction worldview.  ...  ACKNOWLEDGMENT This work was supported in part by the Algerian Government under a CNEPRU Grant B*01320110026.  ... 
doi:10.4304/jsw.9.1.82-88 fatcat:bwtwjclstbaojapj7edpc6snp4

Adaptive resource management in middleware: a survey

H.A. Duran-Limon, G.S. Blair, G. Coulson
2004 IEEE Distributed Systems Online  
This article reviews the most important work in adaptive resource management in middleware.  ...  Current middleware technologies, such as the Common Object Request Broker Architecture (CORBA) 1 and .NET (http://msdn.microsoft.com/net), mask system and network heterogeneity problems and alleviate the  ...  Object-oriented middleware supports the remote invocation of object methods.  ... 
doi:10.1109/mdso.2004.11 fatcat:6w3fjtkxgbew7i5ed6it2z47iy

Operating systems for the multimedia office of the future [chapter]

J. Dospisil, E. Kendall, T. Polgar
1996 Information Systems and Technology in the International Office of the Future  
The objective of this paper is to survey the trends in support for continuous media processing in distributed environments.  ...  Recent developments in distributed multimedia technology and in the integration of variety of media have the potential to change the nature of dissemination of information.  ...  . 3) The distributed system provides predictable response time; 4) Object-Oriented model would interact with the OS through a well defmed interface (a set of APls) so that the programmer may easily take  ... 
doi:10.1007/978-0-387-35085-1_9 fatcat:4mdmti2jmvdxfblvq4lxyinf7y

Heuristics Analysis For Distributed Scheduling Using Monarc Simulation Tool

Florin Pop
2012 Zenodo  
Resource management in large environments address performant scheduling algorithm guided by QoS constrains.  ...  The algorithms for distributed scheduling are analyzed in order to satisfy users constrains considering in the same time independent capabilities of resources.  ...  ACKNOWLEDGMENT The research presented in this paper is supported by national project "SORMSYS -Resource Management Optimization in Self  ... 
doi:10.5281/zenodo.1077590 fatcat:kn5qhd4lxrfbzffbeclcekwmbi

Distributed and Managed: Research Challenges and Opportunities of the Next Generation Cyber-Physical Systems

Gabor Karsai, Daniel Balasubramanian, Abhishek Dubey, William R. Otte
2014 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing  
Effective management of constrained resources and application isolation without adversely affecting performance are necessary.  ...  The component model facilitates the construction of software applications from modular and reusable components that are deployed in the distributed system and interact only through well-defined mechanisms  ...  Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not reflect the views of DARPA.  ... 
doi:10.1109/isorc.2014.36 dblp:conf/isorc/KarsaiBDO14 fatcat:nfjk6q5nvvatzeonjxpbthnxve

Page 264 of American Society of Civil Engineers. Collected Journals Vol. 11, Issue CP4 [page]

1997 American Society of Civil Engineers. Collected Journals  
Goh, CP Oct. 95, p275-278 Multistory buildings SCaR¢ Space-Constrained Scheduling System, Walid Y Beliveau, CP Jan. 97, p48-59 Resource-Constrained Thabet and Yvan.  ...  R Rao, CP Oct. 97, p224-230 SCaR¢ Scheduling System Beliveau, CP Jan. 97 Space-Constrained Walid Y p48 $9 Thabe t ence-Based Prediction in Conceptual Desigr Weiyuan Wang and John S.  ... 
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