HUNTER: AI based holistic resource management for sustainable cloud computing
The worldwide adoption of cloud data centers (CDCs) has given rise to the ubiquitous
demand for hosting application services on the cloud. Further, contemporary data-intensive …
demand for hosting application services on the cloud. Further, contemporary data-intensive …
Energy-efficient management of data center resources for cloud computing: a vision, architectural elements, and open challenges
Cloud computing is offering utility-oriented IT services to users worldwide. Based on a pay-
as-you-go model, it enables hosting of pervasive applications from consumer, scientific, and …
as-you-go model, it enables hosting of pervasive applications from consumer, scientific, and …
Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing
Cloud computing offers utility-oriented IT services to users worldwide. Based on a pay-as-
you-go model, it enables hosting of pervasive applications from consumer, scientific, and …
you-go model, it enables hosting of pervasive applications from consumer, scientific, and …
Optimizing energy efficiency for data center via parameterized deep reinforcement learning
The rapid advancements in cloud computing, Big Data and their related applications have
led to a skyrocketing increase in data center energy consumption year by year. The prior …
led to a skyrocketing increase in data center energy consumption year by year. The prior …
E-eco: Performance-aware energy-efficient cloud data center orchestration
The high energy consumption of data centers has been a recurring issue in recent research.
In cloud environments, several techniques are being used that aim for energy efficiency …
In cloud environments, several techniques are being used that aim for energy efficiency …
Exploiting renewable energy and UPS systems to reduce power consumption in data centers
Leveraging on-site renewable sources like solar and wind provides ample opportunities on
developing environmental friendly and energy-efficient data centers. Due to intermittent …
developing environmental friendly and energy-efficient data centers. Due to intermittent …
Holistic energy and failure aware workload scheduling in Cloud datacenters
The global uptake of Cloud computing has attracted increased interest within both academia
and industry resulting in the formation of large-scale and complex distributed systems. This …
and industry resulting in the formation of large-scale and complex distributed systems. This …
ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments
Current cloud computing frameworks host millions of physical servers that utilize cloud
computing resources in the form of different virtual machines. Cloud Data Center (CDC) …
computing resources in the form of different virtual machines. Cloud Data Center (CDC) …
Deepee: Joint optimization of job scheduling and cooling control for data center energy efficiency using deep reinforcement learning
The past decade witnessed the tremendous growth of power consumption in data centers
due to the rapid development of cloud computing, big data analytics, and machine learning …
due to the rapid development of cloud computing, big data analytics, and machine learning …
Managing overloaded hosts for energy-efficiency in cloud data centers
Traditional data centers are shifted toward the cloud computing paradigm. These data
centers support the increasing demand for computational and data storage that consumes a …
centers support the increasing demand for computational and data storage that consumes a …