Post on 18-Dec-2015
transcript
LOGOWHAT IS CLOUD COMPUTING?Cloud computing is a model for enabling convenient, on-demand network access to a shared pool of configurable computing resources like networks, servers, storage, applications, and services.
LOGOWHAT IS GREEN COMPUTING?
Green computing is the environmentally responsible and eco-friendly use of computers and their resources. In broader terms, it is also defined as the study of designing, manufacturing or engineering, using and disposing of computing devices in a way that reduces their environmental impact. Green Cloud computing is envisioned to achieve not only efficient processing and utilization of computing infrastructure, but also minimize energy consumption.
LOGOCloud Advantages
Reduce spending on technology infrastructure. Maintain easy access to information with minimal upfront spending. Pay as you go based on demand.
Globalize your workforce on the cheap. People worldwide can access the cloud, provided they have an Internet connection.
Streamline processes. Get more work done in less time with less people.
Reduce capital costs. There’s no need to spend big money on hardware, software or licensing fees.
Improve accessibility. You have access anytime, anywhere, making your life so much easier!
Minimize licensing new software. Stretch and grow without the need to buy expensive software licenses or programs.
Improve flexibility. You can change direction without serious financial issues at stake.
LOGODark side of Cloud
•Gartner Report 2007: IT industry contributes 2% of world's total CO2 emissions
•U.S. EPA Report 2007: 1.5% of total U.S. power consumption used by data centers which has more than doubled since 2000 and costs $4.5 billion
LOGO
Why is green computing needed in cloud?
Cloud Data Centers consume excessive amount of energy:
• According to a report on “Revolutionizing Data Center Energy Efficiency” :
A typical data center consumes as much energy as 25,000 households.
• The total energy bill for data centers in 2010 was over $11 billion and energy costs in a typical data center doubles every five years.
LOGOClouds Impact on the Environment
Data centers are not only expensive to maintain, but also unfriendly to the environment.
• Carbon emission due to Data Centers worldwide is now more than both Argentina and the Netherlands emission.
• High energy costs and huge carbon footprints are incurred due to the massive amount of electricity needed to power and cool the numerous servers hosted in these data centers.
LOGOPerformance Energy Efficiency
As energy costs are increasing while availability decreases, there is a need to shift focus from optimising data center resource management for pure performance alone to optimising for energy efficiency while maintaining high service level performance.
LOGOCloud Providers Measures
Cloud service providers need to adopt measures to ensure that their profit margin is not dramatically reduced due to high energy costs. • Amazon.com’s estimate the energy-related costs of its data
centers amount to 42% of the total budget that include both direct power consumption and the cooling infrastructure amortized over a 15-year period.
• Google, Microsoft, and Yahoo are building large data centers in barren desert land surrounding the Columbia River, USA to exploit cheap hydroelectric power.
LOGOGreen Cloud Computing Architecture
Cloud Infrastructure
Energy Monitor
Consumer Profiler
Accounting
Consumers(or their Brokers)
GreenService
Allocator
Power Off
Virtual Machines
(VMs)
Physical Machines
Power On Power On Power Off
Green Negotiator
PricingService
Analyzer
VM Manager
Service Scheduler
Consumer Interface
CloudInterface
Cloud ServiceProvider
Cloud ServiceProvider
Cloud ServiceProvider
QoS and energy-basedprovisioning
Broker
LOGOUser: Green Broker•A typical Cloud broker
–Lease Cloud services
–Schedule applications
Green Broker
1st layer: Analyze user requirements
2nd layer: Calculates cost and carbon footprint
of services
3rd layer: Carbon aware scheduling
Green Broker
User
Cloud Request Services
QoS Application Profiling
CloudOffers
CO2 Analysis ServicesCost
CalculatorCO2 Emission
Calculator
Green Information
System
Brokering Services such as scheduling, monitoring
Green Policies
Cloud Leasing
Scheduler
Public CloudPrivate Cloud
LOGOCase Study: IaaS Cloud
Carbon Emission Directory: Stores all carbon emission rates for each IaaS provider
Green Offer Directory: Receives number of VMs that can be initiated at a particular time for maximum energy efficiency
Green Broker: Computes schedule with the lowest carbon emission based on application requirements
LOGO
Green Offer & Carbon Emission DirectoryCarbon Emission Directory
Contains data on Power Usage Effectiveness (PUE), cooling efficiency, carbon footprint, network costHelps user to select cloud services with minimum carbon footprintIncentive for providers
Advertising tool to increase the market share, e.g. GoogleRequire more carbon transparency from providers
Government role by enforcing policies such as Carbon Tax
Green Offer DirectoryIncentive for users
•Choosing more carbon efficient hoursLists services with their discounted prices and green hours
LOGOConclusion
•Clouds are essentially Data Centers hosting application services offered on a subscription basis. However, they consume high energy to maintain their operations.
high operational cost + environmental impact
•Presented a Carbon Aware Green Cloud Framework to improve the carbon footprint of Cloud computing.
•Open Issues: Lots of research to be carried out for Maximizing Efficiency of Green Data Centers and Developing Regions to benefit the most.