Since user resource demands vary over time, resource allocation with predictive mechanism is a promising solution. However, there are few studies on the application of predictive algorithm as radial basis function network (RBF) algorithms in virtual network dynamic resource allocation. In addition, due...
P Baracca, F Boccardi and N Benvenuto, "A dynamic clustering and resource allocation algorithm for downlink CoMP systems with multiple antenna UEs", EURASIP Journal on Wireless Communications and Networking, p. 27, 2014.P. Baracca, F. Boccardi, and N. Benvenuto, "A Dynamic Clustering and ...
LearningResource allocation issueRef.Benefits & drawbacks algorithmEmpty CellEmpty CellEmpty Cell DBNTransmission link and time scheduling[236]- Pros:Probabilistic and generative modeling - Cons:High computational costs CNNTransmission link and time scheduling[237]- Pros:Automated extraction of deep communica...
This method enables users to dynamically add and/or delete one ormore instances on the basis of the load and the conditions specified by the user.Our objective is to develop an effective load balancing algorithm using Virtual Machine Monitoring tomaximize or minimize different performance parameters(...
Dynamic Resource Allocation Using Improved Firefly Optimization Algorithm in Cloud Environment Search in:This JournalAnywhere Advanced search Applied Artificial Intelligence An International Journal Volume 36, 2022 -Issue 1 Submit an articleJournal homepage...
Algorithm of DRA To calculate the number of executor should be removed every round,the formula is used as following val totalRemoveExecutorNum = Math.round( currentExecutors * ( (duration.toDouble - processDuration) / duration - reserveRate) ...
ratioDynamic resource allocation for MIMO-OFDMACross-layer design#Resource allocation in single-user OFDM systemsClassic water-filling principleRate maximization and margin maximizationRate-power functionOptimal power allocation and bit loading under BER constraintGreedy algorithm for power allocation and bit ...
Abstract This paper proposes a Joint Dynamic Resource Allocation (JDRA) algorithm that allocates simultaneously the best-suited Radio Access Technologies (RATs) and amount of resources to all the users active in a multi-access wireless system. Both distributions are performed at the same time so as...
limited feedback about the state of the system, and variable and unpredictable input sequences. Our main result is a simple and practical algorithm that achieves near-optimal performance on the above two objectives. First, we guarantee nearly optimal utilization of the reso...
In the problem solving, a dynamic resource allocation algorithm for SBS application is proposed. This algorithm determines the resource demand of each service according to the end to end throughput requirement of the SBS application and determines the resource allocation time of each service according ...