Machine Learning for Dynamic Resource Allocation in Network Function Virtualization

2020 6th IEEE Conference on Network Softwarization (NetSoft) ◽

10.1109/netsoft48620.2020.9165348 ◽

2020 ◽

Author(s):

Stefan Schneider ◽

Narayanan Puthenpurayil Satheeschandran ◽

Manuel Peuster ◽

Holger Karl

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Dynamic Resource Allocation ◽

Network Function Virtualization ◽

Network Function ◽

Dynamic Resource

Download Full-text

MDP and Machine Learning-Based Cost-Optimization of Dynamic Resource Allocation for Network Function Virtualization

2015 IEEE International Conference on Services Computing ◽

10.1109/scc.2015.19 ◽

2015 ◽

Author(s):

Runyu Shi ◽

Jia Zhang ◽

Wenjing Chu ◽

Qihao Bao ◽

Xiatao Jin ◽

...

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Cost Optimization ◽

Dynamic Resource Allocation ◽

Network Function Virtualization ◽

Network Function ◽

Dynamic Resource

Download Full-text

Trade-Offs in Dynamic Resource Allocation in Network Function Virtualization

2018 IEEE Globecom Workshops (GC Wkshps) ◽

10.1109/glocomw.2018.8644352 ◽

2018 ◽

Author(s):

Stefan Schneider ◽

Sevil Draxler ◽

Holger Karl

Keyword(s):

Resource Allocation ◽

Dynamic Resource Allocation ◽

Network Function Virtualization ◽

Network Function ◽

Dynamic Resource

Download Full-text

Dynamic Resource Allocation for Wireless Edge Machine Learning with Latency And Accuracy Guarantees

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9052927 ◽

2020 ◽

Author(s):

Mattia Merluzzi ◽

Paolo Di Lorenzo ◽

Sergio Barbarossa

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Dynamic Resource Allocation ◽

Dynamic Resource

Download Full-text

Dynamic Resource Allocation and Memory Management Using Machine Learning for Cloud Environments

International Journal of Advanced Trends in Computer Science and Engineering ◽

10.30534/ijatcse/2020/255942020 ◽

2020 ◽

Vol 9 (4) ◽

pp. 5921-5927

Author(s):

Dipak Raghunath Patil

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Memory Management ◽

Dynamic Resource Allocation ◽

Cloud Environments ◽

Dynamic Resource

Download Full-text

Machine learning for dynamic resource allocation at network edge

Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR IX ◽

10.1117/12.2306095 ◽

2018 ◽

Author(s):

Kin K. Leung ◽

Theodoros Salonidis ◽

Bong Jun Ko

Keyword(s):

Machine Learning ◽

Resource Allocation ◽

Dynamic Resource Allocation ◽

Dynamic Resource

Download Full-text

Load Balancing Protocol for dynamic resource allocation in cloud computing

10.33107/ubt-ic.2018.96 ◽

2018 ◽

Author(s):

Jazzba Asad ◽

Noman Mazher

Keyword(s):

Resource Allocation ◽

Cloud Computing ◽

Load Balancing ◽

Dynamic Resource Allocation ◽

Dynamic Resource

Download Full-text

Electronic neural network for dynamic resource allocation

10.2514/6.1991-3755 ◽

1991 ◽

Author(s):

A. THAKOOR ◽

S. EBERHARDT ◽

T. DAUD

Keyword(s):

Neural Network ◽

Resource Allocation ◽

Dynamic Resource Allocation ◽

Dynamic Resource

Download Full-text

Optimizing Dynamic Resource Allocation in Teamwork

10.21236/ada478848 ◽

2008 ◽

Author(s):

Steve W. Kozlowski ◽

Richard P. DeShon

Keyword(s):

Resource Allocation ◽

Dynamic Resource Allocation ◽

Dynamic Resource

Download Full-text

Dynamic Resource Allocation to Improve Service Performance in Order Fulfillment Systems

10.21236/ada553764 ◽

2011 ◽

Author(s):

Kevin R. Gue

Keyword(s):

Resource Allocation ◽

Service Performance ◽

Dynamic Resource Allocation ◽

Order Fulfillment ◽

Dynamic Resource

Download Full-text

Optimization Algorithms and Equilibrium Analysis for Dynamic Resource Allocation

10.21236/ada565198 ◽

2012 ◽

Author(s):

Zhi-Quan Luo

Keyword(s):

Resource Allocation ◽

Optimization Algorithms ◽

Dynamic Resource Allocation ◽

Equilibrium Analysis ◽

Dynamic Resource

Download Full-text