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A Study on Resource Fairness Scheduling Algorithms forthe OFDMA Systems

Zhang Dongmei,Chen Youyun,Cai Yueming

Strategic Study of CAE 2007, Volume 9, Issue 6,   Pages 77-81

Abstract:

The paper studied the radio resource fairness scheduling for OrthogonalAfter deeply analyzing a classical resource scheduling algorithm,  which maximize the worst user

Keywords： OFDMA     radio resource scheduling     sub-carrier allocation     power allocation    

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Tabu search based resource allocation in radiological examination process execution None

Chun-hua HE

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 3,   Pages 446-458 doi: 10.1631/FITEE.1601802

Abstract: Efficient resource scheduling and allocation in radiological examination process (REP) execution is aevents that occur when resource scheduling and allocation decisions change due to clinical needs.In this paper, a Tabu search based approach is presented to solve the resource scheduling and allocationFor certain parameter combinations, the optimal solution of radiological resource scheduling and allocationis found, while considering the limitations such as routing and resource constraints.

Keywords： Radiological examination process (REP)     Resource scheduling and allocation     Tabu search    

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The Integration Model of Closed-Loop Supply Chain Resource Allocation Considering Remanufacturing

Xiao-qiu Shi,Yan-yan Li,Wei Long

Frontiers of Engineering Management 2016, Volume 3, Issue 2,   Pages 132-135 doi: 10.15302/J-FEM-2016026

Abstract: resource planning which is a resource allocation technology.It is a technology of satisfying both production material supply and resource allocation optimizationallocation model based on autonomous multi-entity.We focus on integration resource allocation model of materials requirement planning and distributionresource planning considering remanufacturing.

Keywords： remanufacturing     supply chain     reverse logistics     resource allocation     integration model    

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CWLP:coordinatedwarp scheduling and locality-protected cache allocation onGPUs None

Yang ZHANG, Zuo-cheng XING, Cang LIU, Chuan TANG

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 2,   Pages 206-220 doi: 10.1631/FITEE.1700059

Abstract: At the same time, current GPUs fail to handle burst-mode long-access latency due to GPU’s poor warp schedulingbenefits of GPU’s high computing ability are reduced dramatically by the poor cache management and warp schedulingIn this paper, we put forward a coordinated warp scheduling and locality-protected (CWLP) cache allocationWe first present a locality-protected cache allocation method based on the instruction program counterlocality detector to collect the reuse information of each cache line and employ a prioritised cache allocation

Keywords： Locality     Graphics processing unit (GPU)     Cache allocation     Warp scheduling    

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Hybrid genetic algorithm for bi-objective resource-constrained project scheduling

Fikri KUCUKSAYACIGIL, Gündüz ULUSOY

Frontiers of Engineering Management 2020, Volume 7, Issue 3,   Pages 426-446 doi: 10.1007/s42524-020-0100-x

Abstract: In this study, we considered a bi-objective, multi-project, multi-mode resource-constrained project scheduling

Keywords： backward–forward scheduling     hybrid bi-objective genetic algorithm     injection procedure     maximum cash balance     multi-objective multi-project multi-mode resource-constrained project scheduling problem    

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Use of float consumption rate in resource leveling of construction projects

Atilla DAMCI, Gul POLAT, Firat Dogu AKIN, Harun TURKOGLU

Frontiers of Engineering Management 2022, Volume 9, Issue 1,   Pages 135-147 doi: 10.1007/s42524-020-0118-0

Abstract: The management of resources has been claimed to be as important as scheduling methods.Inefficiency in managing resources may bring about severe delays and cost overruns caused by resourceResource leveling is one of the approaches that are used for the management of resources.Although the main principle behind traditional resource leveling is achieving an even flow of resourcesThe model is demonstrated by constructing a network and its resource utilization histograms.

Keywords： resource management     resource leveling     float consumption rate     scheduling    

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A Multi-objective Optimization Decision-making Model for Project Time - resource Tradeoff Problem

Wang Xianjia,Wan Zhongping

Strategic Study of CAE 2005, Volume 7, Issue 2,   Pages 35-40

Abstract:

In the project scheduling and management, the time-resource tradeoff problem is to seek the objectivecost under the requirement of the absolute due date of project, and determine an efficient project schedulingaccording to some precedence relationship and the renewable resource constraints.A new multi-objective optimization decision-making model with time-resource tradeoff problem is proposedthis two-player game are given in the corresponding Lagrangian relaxation form associated with the resource

Keywords： project scheduling management     time-resource tradeoff     multiobject decision-making model     resource-constrained     project scheduling     Lagragian relaxation    

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Resource scheduling techniques in cloud from a view of coordination: a holistic survey Review

Yuzhao WANG, Junqing YU, Zhibin YU,yuzhao_w@hust.edu.cn,yjqing@hust.edu.cn,zb.yu@siat.ac.cn

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 1,   Pages 1-40 doi: 10.1631/FITEE.2100298

Abstract: Nowadays, the management of resource contention in shared cloud remains a pending problem.., graphics processing unit (GPU) and tensor processing unit (TPU)) have posed new challenges in resourceover-allocation, leaving a lot of resources underutilized.scheduling.Particularly, GPU scheduling for deep learning applications is described in detail.

Keywords： Coordination     Co-location     Heterogeneous computing     Microservice     Resource scheduling techniques    

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Developing a new model for simultaneous scheduling of two grand projects based on game theory and solving

Loghman PIRI, Vahidreza GHEZAVATI, Ashkan HAFEZALKOTOB

Frontiers of Engineering Management 2022, Volume 9, Issue 1,   Pages 117-134 doi: 10.1007/s42524-020-0115-3

Abstract: In this study, a mixed-integer programming model consisting of game theory and project scheduling is

Keywords： project scheduling     resource leveling between projects     constrained resources     game theory     Benders decomposition    

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Resource allocation for physical-layer security in OFDMAdownlinkwith imperfect CSI None

Wei YANG, Jing MAO, Chen CHEN, Xiang CHENG, Liu-qing YANG, Hai-ge XIANG

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 3,   Pages 398-408 doi: 10.1631/FITEE.1700026

Abstract: We investigate the problem of resource allocation in a downlink orthogonal frequency-division multipleThe problem is formulated as joint power and subcarrier allocation to optimize the maximum-minimum (max-mincomplexity, we propose a two-step suboptimal algorithm that separately performs power and subcarrier allocationFor a given subcarrier assignment, optimal power allocation is achieved by developing an algorithm of

Keywords： Resource allocation     Orthogonal frequency-division multiple access (OFDMA)     Imperfect channel state information    

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Resource allocation for network profit maximization in NOMA-based F-RANs: a game-theoretic approach Research Article

Xueyan CAO, Shi YAN, Hongming ZHANG

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 10,   Pages 1546-1561 doi: 10.1631/FITEE.2100341

Abstract:

(NOMA) based s (F-RANs) offer high spectrum efficiency, ultra-low delay, and huge network throughput, and this is made possible by edge computing and communication functions of the fog access points (F-APs). Meanwhile, caching-enabled F-APs are responsible for edge caching and delivery of a large volume of multimedia files during the caching phase, which facilitates further reduction in the transmission energy and burden. The need of the prevailing situation in industry is that in NOMA-based F-RANs, energy-efficient , which consists of (CP) and radio (RRA), is crucial for network performance enhancement. To this end, in this paper, we first characterize an NOMA-based F-RAN in which F-APs of caching capabilities underlaid with the radio remote heads serve user equipments via the NOMA protocol. Then, we formulate a problem for maximizing the defined performance indicator, namely network profit, which takes caching cost, revenue, and energy efficiency into consideration. The NP-hard problem is decomposed into two sub-problems, namely the CP sub-problem and RRA sub-problem. Finally, we propose an iterative method and a Stackelberg game based method to solve them, and numerical results show that the proposed solution can significantly improve network profit compared to some existing schemes in NOMA-based F-RANs.

Keywords： Fog radio access network     Non-orthogonal multiple access     Game theory     Cache placement     Resource allocation    

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Resource Management and Scheduling for Satellite Internet

Wang Longhe , Zhou Yiqing , Cao Huan , Liu Zifan , Chen Yan , Chen Daojin , Shi Jinglin

Strategic Study of CAE 2023, Volume 25, Issue 6,   Pages 27-38 doi: 10.15302/J-SSCAE-2023.06.004

Abstract:  management and scheduling is urgently needed.management and scheduling, identifies the challenges imposed by the new environment and new modesand scheduling, and constructs a key technical system involving high spatio-temporal dynamic resourceTo realize the intelligent and efficient management and scheduling of satellite Internet resourcesmanagement and scheduling.

Keywords： satellite Internet     resource management and scheduling     space ‒ air ‒ ground integrated network     dynamicresource characterization     intelligent planning and decision-making    

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Planning projects with scarce resources: Yesterday, today and tomorrow’s research challenges

Mario VANHOUCKE

Frontiers of Engineering Management 2018, Volume 5, Issue 2,   Pages 133-149 doi: 10.15302/J-FEM-2018088

Abstract: This paper is an invited request to describe the main research challenges in the domain of resource-constrainedproject scheduling.

Keywords： project management     project scheduling     resource constraints     PERT/CPM     RCPSP    

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A many-objective evolutionary algorithm based on decomposition with dynamic resource allocation for irregular Research Articles

Ming-gang Dong, Bao Liu, Chao Jing,jingchao@glut.edu.cn

Frontiers of Information Technology & Electronic Engineering 2020, Volume 21, Issue 8,   Pages 1119-1266 doi: 10.1631/FITEE.1900321

Abstract: The multi-objective optimization problem has been encountered in numerous fields such as high-speed train head shape design, overlapping community detection, power dispatch, and unmanned aerial vehicle formation. To address such issues, current approaches focus mainly on problems with regular Pareto front rather than solving the . Considering this situation, we propose a many-objective evolutionary algorithm based on decomposition with (MaOEA/D-DRA) for irregular optimization. The proposed algorithm can dynamically allocate computing resources to different search areas according to different shapes of the problem’s Pareto front. An evolutionary population and an are used in the search process, and information extracted from the is used to guide the evolutionary population to different search regions. The evolutionary population evolves with the to decompose a problem into several subproblems, and all the subproblems are optimized in a collaborative manner. The is updated with the method of . The proposed algorithm is compared with five state-of-the-art many-objective evolutionary algorithms using a variety of test problems with . Experimental results show that the proposed algorithm outperforms these five algorithms with respect to convergence speed and diversity of population members. By comparison with the weighted-sum approach and penalty-based boundary intersection approach, there is an improvement in performance after integration of the into the proposed algorithm.

Keywords： Many-objective optimization problems     Irregular Pareto front     External archive     Dynamic resource allocation    

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Dynamic user-centric multi-dimensional resource allocation for a wide-area coverage signaling cell based Research Article

Zhou TONG, Na LI, Huimin ZHANG, Quan ZHAO, Yun ZHAO, Junshuai SUN, Guangyi LIU,tongzhou@chinamobile.com,linawx@chinamobile.com,zhanghuiminyjy@chinamobile.com

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 1,   Pages 154-163 doi: 10.1631/FITEE.2200220

Abstract: radio access networks, and has the advantages of reducing network energy consumption and improving resourcethe ultimate performance requirements of users, and its effect will affect the efficiency of network resourceThis paper constructs a user-centric dynamic allocation model of wireless resources, and proposes a deepQ-network based dynamic resource allocation algorithm.

Keywords： 6G     Wide-area coverage signaling cell     Multi-dimensional resource allocation     Deep Q-network (DQN)    

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Title Author Date Type Operation

A Study on Resource Fairness Scheduling Algorithms forthe OFDMA Systems

Zhang Dongmei,Chen Youyun,Cai Yueming

Journal Article

Tabu search based resource allocation in radiological examination process execution

Chun-hua HE

Journal Article

The Integration Model of Closed-Loop Supply Chain Resource Allocation Considering Remanufacturing

Xiao-qiu Shi,Yan-yan Li,Wei Long

Journal Article

CWLP:coordinatedwarp scheduling and locality-protected cache allocation onGPUs

Yang ZHANG, Zuo-cheng XING, Cang LIU, Chuan TANG

Journal Article

Hybrid genetic algorithm for bi-objective resource-constrained project scheduling

Fikri KUCUKSAYACIGIL, Gündüz ULUSOY

Journal Article

Use of float consumption rate in resource leveling of construction projects

Atilla DAMCI, Gul POLAT, Firat Dogu AKIN, Harun TURKOGLU

Journal Article

A Multi-objective Optimization Decision-making Model for Project Time - resource Tradeoff Problem

Wang Xianjia,Wan Zhongping

Journal Article

Resource scheduling techniques in cloud from a view of coordination: a holistic survey

Yuzhao WANG, Junqing YU, Zhibin YU,yuzhao_w@hust.edu.cn,yjqing@hust.edu.cn,zb.yu@siat.ac.cn

Journal Article

Developing a new model for simultaneous scheduling of two grand projects based on game theory and solving

Loghman PIRI, Vahidreza GHEZAVATI, Ashkan HAFEZALKOTOB

Journal Article

Resource allocation for physical-layer security in OFDMAdownlinkwith imperfect CSI

Wei YANG, Jing MAO, Chen CHEN, Xiang CHENG, Liu-qing YANG, Hai-ge XIANG

Journal Article

Resource allocation for network profit maximization in NOMA-based F-RANs: a game-theoretic approach

Xueyan CAO, Shi YAN, Hongming ZHANG

Journal Article

Resource Management and Scheduling for Satellite Internet

Wang Longhe , Zhou Yiqing , Cao Huan , Liu Zifan , Chen Yan , Chen Daojin , Shi Jinglin

Journal Article

Planning projects with scarce resources: Yesterday, today and tomorrow’s research challenges

Mario VANHOUCKE

Journal Article

A many-objective evolutionary algorithm based on decomposition with dynamic resource allocation for irregular

Ming-gang Dong, Bao Liu, Chao Jing,jingchao@glut.edu.cn

Journal Article

Dynamic user-centric multi-dimensional resource allocation for a wide-area coverage signaling cell based

Zhou TONG, Na LI, Huimin ZHANG, Quan ZHAO, Yun ZHAO, Junshuai SUN, Guangyi LIU,tongzhou@chinamobile.com,linawx@chinamobile.com,zhanghuiminyjy@chinamobile.com

Journal Article