A survey of data center consolidation in cloud computing systems
Virtualization technology is the backbone of cloud systems, the fastest-growing energy
consumers, globally. It holds an imperative position in the resource management area by …
consumers, globally. It holds an imperative position in the resource management area by …
A systematic review on effective energy utilization management strategies in cloud data centers
SS Panwar, MMS Rauthan, V Barthwal - Journal of Cloud Computing, 2022 - Springer
Data centers are becoming considerably more significant and energy-intensive due to the
exponential growth of cloud computing. Cloud computing allows people to access computer …
exponential growth of cloud computing. Cloud computing allows people to access computer …
Applying reinforcement learning towards automating energy efficient virtual machine consolidation in cloud data centers
Energy awareness presents an immense challenge for cloud computing infrastructure and
the development of next generation data centers. Virtual Machine (VM) consolidation is one …
the development of next generation data centers. Virtual Machine (VM) consolidation is one …
Deep reinforcement learning for multi-objective placement of virtual machines in cloud datacenters
The ubiquitous diffusion of cloud computing requires suitable management policies to face
the workload while guaranteeing quality constraints and mitigating costs. The typical trade …
the workload while guaranteeing quality constraints and mitigating costs. The typical trade …
Multi-agent task planning and resource apportionment in a smart grid
Nowadays, in different fields, tremendous attention is received by the Multi-agent systems for
complex problem solutions with smaller task subdivision. Multiple inputs are utilized, eg …
complex problem solutions with smaller task subdivision. Multiple inputs are utilized, eg …
An energy efficient anti-correlated virtual machine placement algorithm using resource usage predictions
Energy related costs and environmental sustainability present a significant challenge for
cloud computing practitioners and the development of next generation data centers. Virtual …
cloud computing practitioners and the development of next generation data centers. Virtual …
A survey of energy-saving technologies in cloud data centers
As an important part of the new infrastructure, the cloud data center is develo** rapidly,
and its energy consumption problem is becoming more and more prominent. Therefore …
and its energy consumption problem is becoming more and more prominent. Therefore …
A deep reinforcement learning approach to the optimization of data center task scheduling
H Che, Z Bai, R Zuo, H Li - Complexity, 2020 - Wiley Online Library
With more businesses are running online, the scale of data centers is increasing
dramatically. The task‐scheduling operation with traditional heuristic algorithms is facing the …
dramatically. The task‐scheduling operation with traditional heuristic algorithms is facing the …
Virtual machine placement based on multi-objective reinforcement learning
Y Qin, H Wang, S Yi, X Li, L Zhai - Applied Intelligence, 2020 - Springer
Multi-objective virtual machine (VM) placement is a powerful tool, which can achieve
different goals in data centers. It is an NP-hard problem, and various works have been …
different goals in data centers. It is an NP-hard problem, and various works have been …
A cloud resource management framework for multiple online scientific workflows using cooperative reinforcement learning agents
Cloud is a common distributed environment to share strong and available resources to
increase the efficiency of complex and heavy calculations. In return for the cost paid by cloud …
increase the efficiency of complex and heavy calculations. In return for the cost paid by cloud …