Benefit Of Using Power-Aware Provisioning In Real-Time Cloud Services

Benefit of using Power-Aware Provisioning in Real-Time Cloud Services

There’s a growing trend of abbreviating anything you put on the Cloud as (Anything) as a Service or XaaS paradigm and with the increasing deployment of the Cloud based platform in the practical domains, the issues of power consumption and dynamic power allocation have begun to surface. Power aware provisioning of virtual machines for real-time services is the need of the hour and there are many schemes under active R&D with the intention to minimize the power consumption within the Cloud based environments. Power smart Clouds are not only cost effective but they also are of great utility for the enterprise level Cloud migrations where serviceability and power management is dedicated issue to address.  Cloud based Dynamic Voltage Frequency Scaling (DVFS) schemes are in practice for the smart power aware Clouds. These schemes do not only make the Cloud performance optimized in the real time environments, it also makes it much easier to handle the power complexities of the Cloud.

Cluster based request handling on the Cloud heterogeneous clusters is also a smart strategy to establish power aware environments across the Cloud platforms. Whenever there is a request to a heuristic system or Cloud node for resource, multidimensional bin packing is used to find a server to allocate the request. If the slot is available then the resource allocation takes place, otherwise a new machine is switched on along with from scratch for allocation of new resources. SLA based Cloud computing paradigms are also useful in introducing the new higher resource utilization and decreased power consumption trends in the Cloud computing. The peculiar progression in the real time Cloud based updation systems is the real task ahead. There are complex algorithms which are responsible for on the go installation and deployment of the machine resources. Whenever there is a request from the end user, the penalty function works at the back end to calculate the diminishing value of the power required to run the machine level interfaces.

In the real time power saving algorithms, the hypervisor and VM gives a broker through which the requestor of the service always interacts with Cloud. If the machine is available, the resources are located for the time which is always less than the penalty time. If the allocated timeslot is increased, the penalty time limit starts with a controlled resource allocation process in which power saving modes is switched on.  The real time resource provisioning always helps the Dynamic Power Management Techniques (DPM) to come into action and deplete the power resources allocated to the zombie devices which are not in use. The real time Cloud based power smart algorithms are being developed for increased performance and minimized latency to boost up the Cloud computing capabilities in enterprise domains.

By Salman UI Haq

About CloudTweaks

Established in 2009, CloudTweaks is recognized as one of the leading authorities in connected technology information and services.

We embrace and instill thought leadership insights, relevant and timely news related stories, unbiased benchmark reporting as well as offer green/cleantech learning and consultive services around the world.

Our vision is to create awareness and to help find innovative ways to connect our planet in a positive eco-friendly manner.

In the meantime, you may connect with CloudTweaks by following and sharing our resources.

View All Articles

Sorry, comments are closed for this post.

Virtual Immersion And The Extension/Expansion Of Virtual Reality

Virtual Immersion And The Extension/Expansion Of Virtual Reality

Virtual Immersion And Virtual Reality This is a term I created (Virtual Immersion). Ah…the sweet smell of Virtual Immersion Success! Virtual Immersion© (VI) an extension/expansion of Virtual Reality to include the senses beyond visual and auditory. Years ago there was a television commercial for a bathing product called Calgon. The tagline of the commercial was Calgon…

The Fully Aware, Hybrid-Cloud Approach

The Fully Aware, Hybrid-Cloud Approach

Hybrid-Cloud Approach For over 20 years, organizations have been attempting to secure their networks and protect their data. However, have any of their efforts really improved security? Today we hear journalists and industry experts talk about the erosion of the perimeter. Some say it’s squishy, others say it’s spongy, and yet another claims it crunchy.…

Adopting A Cohesive GRC Mindset For Cloud Security

Adopting A Cohesive GRC Mindset For Cloud Security

Cloud Security Mindset Businesses are becoming wise to the compelling benefits of cloud computing. When adopting cloud, they need a high level of confidence in how it will be risk-managed and controlled, to preserve the security of their information and integrity of their operations. Cloud implementation is sometimes built up over time in a business,…

Technology Influencer in Chief: 5 Steps to Success for Today’s CMOs

Technology Influencer in Chief: 5 Steps to Success for Today’s CMOs

Success for Today’s CMOs Being a CMO is an exhilarating experience – it’s a lot like running a triathlon and then following it with a base jump. Not only do you play an active role in building a company and brand, but the decisions you make have direct impact on the company’s business outcomes for…

The Security Gap: What Is Your Core Strength?

The Security Gap: What Is Your Core Strength?

The Security Gap You’re out of your mind if you think blocking access to file sharing services is filling a security gap. You’re out of your mind if you think making people jump through hoops like Citrix and VPNs to get at content is secure. You’re out of your mind if you think putting your…

Protecting Devices From Data Breach: Identity of Things (IDoT)

Protecting Devices From Data Breach: Identity of Things (IDoT)

How to Identify and Authenticate in the Expanding IoT Ecosystem It is a necessity to protect IoT devices and their associated data. As the IoT ecosystem continues to expand, the need to create an identity to newly-connected things is becoming increasingly crucial. These ‘things’ can include anything from basic sensors and gateways to industrial controls…

Cloud-Based Services vs. On-Premises: It’s About More Than Just Dollars

Cloud-Based Services vs. On-Premises: It’s About More Than Just Dollars

Cloud-Based Services vs. On-Premises The surface costs might give you pause, but the cost of diminishing your differentiators is far greater. Will a shift to the cloud save you money? Potential savings are historically the main business driver cited when companies move to the cloud, but it shouldn’t be viewed as a cost-saving exercise. There…

Cloud Services Providers – Learning To Keep The Lights On

Cloud Services Providers – Learning To Keep The Lights On

The True Meaning of Availability What is real availability? In our line of work, cloud service providers approach availability from the inside out. And in many cases, some never make it past their own front door given how challenging it is to keep the lights on at home let alone factors that are out of…

Is Machine Learning Making Your Data Scientists Obsolete?

Is Machine Learning Making Your Data Scientists Obsolete?

Machine Learning and Data Scientists In a recent study, almost all the businesses surveyed stated that big data analytics were fundamental to their business strategies. Although the field of computer and information research scientists is growing faster than any other occupation, the increasing applicability of data science across business sectors is leading to an exponential…