[PDF] Top 20 Adaptive Resource Provisioning based on Application State

... We obtained the source video files from the official “Big Buck Bunny” repository [16] in 3 formats/resolutions: avi (720p), h264 (1080p), h264 (2160p). These formats rep- resent mature standards widely adopted by content ... See full document

... a) Scale up server: Firstly our system reads proxy logs and categorizes requests as static or dynamic, and then it calculates the response time. After that system checks whether last scaling process takes place if yes ... See full document

... coordinated resource reservation and provisioning approach of [8] was used to allocate resources to cloud consumers to minimize user costs with less QoS demands rejection and provide resources without any ... See full document

... Bandwidth on Demand (BoD) in this paper refers to a service where the user can automate the creation, modification, and cancellation of a virtual circuit (VC) in advance. BoD is also called automated resource ... See full document

... system. Resource Allocation Strategies in Cloud Computing ...dynamic application demand, a virtual computation environment is able to automatically relocate itself across the infrastructure and scale its ... See full document

... Fault Resilience at the Application Level Server Workload Optimization Automated Deployment and Repurposing Datacenter Resource Provisioning Single Server Deployment Hot Add Co[r] ... See full document

... recursive application of standard Logic based Benders’ Decomposition (LBD) ...is based on the stochastic analysis of routing in distributed parallel queues and takes into account the response time of ... See full document

... dynamic resource allocation is growing need of cloud providers for more number of users and with the less response ...on-demand resource allocation based SLA as per defined task priority helps to ... See full document

... In our previous work we investigated energy efficiency for core networks with data centers and clouds [2-8]. In [9], we proposed and compared five novel designs for PON deployment in future cloud data centers to handle ... See full document

... current resource needs. Yet, efficient resource management in Clouds is not trivial, as modern service applications often involve rapidly changing workloads resulting dynamic resource usage ...the ... See full document

... forecasting based on ML techniques have been proposed [37, 38], including Artificial Neural Networks (ANNs) [39, 40] and Support Vector Machine (SVM) methods [41, 42], which have inherent nonlinear-modeling capa- ... See full document

... QoS provisioning in which each class is provided a different QoS by assigning priority to one class over another in terms of allocating ...using adaptive rate control. In this paper, we propose An ... See full document

... Moving average generally generates poor results for the time-series analysis [4]. Therefore, it is usually applied only to remove the noise from the time-series. In contrast, auto-regression is largely used in the cloud ... See full document

... the application of femtocell technology into LTE systems under various paradigms such as coexistence between femtocell and wireless fidelity (WiFi) networks [2] and self-organizing disaster-resilient femtocell ... See full document

... their resource usage based on ...dynamic resource allocation is exploiting by the parallel data processing frame work ...cloud- based solutions is Virtualization. Efficiency of resource ... See full document

... the resource management of data centers. Traditionally x86-based data centers provide a pool of server machines for sharing among ...over- provisioning of server resources and consequent increased ... See full document

... elastic resource management in cloud computing has been a hot research ...a resource allocation method based on load forecasting model, which use historical data to predict future resource ... See full document

... The SISO Kalman Basic Controller (KBC) uses the Kalman filter to track the utili- sation and update the allocation accordingly. Since first presented by R.E. Kalman in his seminal 1960’s paper [Kalman 1960], the Kalman ... See full document

... efficient resource provisioning system requires a structured technique, for the estimation of the different Cloud resources under various user-application related objectives ...the ... See full document

... IaaS is the most straightforward model for delivering cloud services. It refers to the provisioning and the delivery of basic resources such as virtual machines, physical servers, network and storage. The multiple ... See full document