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As a variety of science applications are integrated with large-scale HPDC (high performance distributed computing) technologies, timely resource allocation is revealed as a critical requirement to be considered. This paper introduces a new HPDC resource management paradigm named resource slot which defines a network of logical machines across time and space. A resource slot is not only a resource ...Show More
Resource planning is an integral component of service chain management as it ensures that customer commitments are met, that a high quality of service is maintained and that operational costs are kept as low as possible. Service enterprises with varied, manifold service offerings often employ large, diverse workforces to deliver their services. Such resource planning scenarios are particularly cha...Show More
The rapid development of the mobile Internet and the Internet of Things is leading to a diversification of user devices and the emergence of new mobile applications on a regular basis. Such applications include those that are computationally intensive, such as pattern recognition, interactive gaming, virtual reality, and augmented reality. However, the computing and energy resources available on t...Show More
Development of the times put forward higher requirements for teachers, because the level of teachers can directly impact on the levels of education, the best way is to promote the professional development of teachers. This article based on the content of dynamic educational information resources, analysis of the advantages of dynamic education information resources based on educational information...Show More
Content delivery over the Internet needs to address both the multimedia nature of the content and the capabilities of the diverse client platforms the content is being delivered to. We present a system that adapts multimedia Web documents to optimally match the capabilities of the client device requesting it. This system has two key components. 1) A representation scheme called the InfoPyramid tha...Show More
The extant physical networks are swiftly undergoing transformation, furnishing heightened bandwidth, diminished latency, and deterministic network services tailored for industries such as industrial manufacturing, smart transportation, and remote collaboration. Nevertheless, the current efficiency in network resource aggregation is comparatively modest, presenting challenges in the provisioning of...Show More
This paper aims to provide an extensive overview of the Vlse Kriterijuska Optimizacija I Komoromisno Resenje (VIKOR) method and its utilization in various software domains. These domains encompass functional analysis, control systems, decision-making, sustainability, and renewable energy, which all fall under the umbrella of the "Science and Scope Web." To achieve this objective, 176 articles from...Show More
With the world environment is changing fast and extreme weather events frequently emerge, there is an increasing urgency on water resources utilization and protection, and the importance of informatization of water resources is particularly prominent. In this study, by the strict definition of the concept and the relationship within the fields of water conservancy and hydropower, the meaning of th...Show More
A new approach to handle resource-constraint planning problems with resource-incompatible actions is proposed in this paper. Some new concepts are defined, such as critical resource variable, resource variable flag and resource correlative actions etc. A new action effect called temporal effects is studied. Based on these new definitions, a novel algorithm is provided for resource-constraint plann...Show More
Exact knowledge of the scheduling policy used at every resource on a dynamic heterogeneous environment such as a cloud and a grid deploying a variety of different resources is unlikely to be available. This paper describes techniques for determining whether or not a set of advance reservation requests can meet their deadlines when the details of the scheduling policy deployed at the resource is un...Show More
This study aims to explore the application of machine learning technology in resource allocation and management in universities. As educational data grows and the complexity of higher education management increases, traditional resource management methods face many challenges. To this end, this paper uses a variety of machine learning models, including time series analysis, decision trees, and ran...Show More
This paper firstly introduces the characteristics of the current E-Learning, and then analyzes the concept and characteristics of cloud computing, and describes the architecture of cloud computing platform; by combining the characteristics of E-Learning and learning from current major infrastructure approach of cloud computing platform, this paper structures a relatively complete set of integratio...Show More
To improve the efficiency of library users to find information, this paper analyzes the resource fusion method based on ontology and associated data to solve semantic heterogeneity, and puts forward a method of semantic fusion of library digital resources based on linked data. This article makes up for the deficiency of the traditional bibliographic resources integration model based on the related...Show More
Tunnel construction is a dynamic excavation process that requires a variety of construction equipment and workers to cooperate according to standard procedures. To enhance construction efficiency and reduce labor costs, intelligent construction equipments have been extensively employed in tunnel construction sites. However, the effectiveness of collaborative operation efficiency in construction eq...Show More
This paper proposes a composition-based resource allocation approach to cloud infrastructure-as-a-service (IaaS). A number of previous proposals have addressed resource allocation for IaaS services with bandwidth guarantee as the main obstacle to accessing datacenter-based cloud resources. Less focus has been put on utilization of hosting resources, i.e. computing and storage. Shortcomings with th...Show More
Labor flexibility is the expression of JIT (just in time) in human resource. In order to realize the lowest resource consumption under supply chain management, organizations not only should pay attention to production planning and controlling and inventory management, but also attach importance to the human resource flexibility management. This paper analyzes the human resource levels and job attr...Show More
Low-cost transient resources can be leveraged to reduce the cost of running applications on the cloud. However, they are susceptible to unilateral revocations by the provider, making them a risky choice for applications with strict performance requirements. Effective use of transient resources to minimize cloud costs without impacting the application performance remains an ongoing challenge for cl...Show More
We study the energy efficiency problem for a fog computing system with multiple users and fog nodes. In order to handle various kinds of tasks at the same time, a mixed-task paradigm is proposed to combine both binary offloading and partial offloading. Then, a mixed-task resource allocation problem with the consideration of computation and communication resources is formulated as a mixed integer n...Show More
In this paper, we propose a hybrid maximum-rate (MR) and proportional-fairness (PF) resource allocation scheme in the downlink transmissions of Long Term Evolution (LTE) networks. When the users are low-density or have small channel diversities, the proposed scheme performs closely like a PF manner because the PF policy can provide a superior fairness performance with a modest reduction in through...Show More
This paper highlights the RF blocking effect of the Frequency-Domain Multiplexing (FDM) based discovery signal in Device-to-Device (D2D) communications. However, RF blocking effect of FDM based discovery signal resulted in the detection loss when detecting discoveree UEs. The evaluation of the RF blocking effect in terms of the detection loss was provided in this paper. As a treatment, the timing-...Show More
Distance education with e-learning comprises all forms of electronically supported learning and teaching resources, and is essentially the computer and network-enabled transfer of skills and knowledge. This paper introduces a multimedia education resource management method used in e-learning support platform. In the proposed method, the education resources are divided into small unit called coarse...Show More
Cloud computing provides elastic, scalable resource sharing service by resource management. Resource monitoring and prediction are the foundation to achieve resource automation, high performance management in cloud computing environment. This paper addresses the resource monitoring and prediction problem in cloud computing environment, designs and implements an adaptive resource monitoring framewo...Show More
Units make the usage and properties of diverse resources, including infrastructure and human resources, explicit early in system design, and allow for reasoning about complex system qualities, such as elasticity. They advance the measurability and management of systems whose quality depends largely on the resources that the system uses.Show More
In an environment of autonomous agents, it is advantageous for agents to function with as little information exchange as possible. Although zero information exchange is impractical, a small amount of information exchange is sufficient for coordinated management of two resources. At minimum, cooperating agents need to be able to operate alone for short periods. We explore the limits of coordinated ...Show More
As an increasing number of people communicate and collaborate computationally over the Internet, the need for a collaborative environment that facilitates secure and reliable access to large quantities of distributed resources has become manifest. However the breadth of resource distribution makes it difficult for Internet users to acquire the necessary resources for collaborative computing. We ha...Show More