Ramin_Shamshiri_Green_Computing_Lecture.pptx

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    EMM5704Green ComputingA Lecture by: Ramin Shamshiri

    Spring 2012

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    What is Green Computing, Need, history, related fieldsIntroduction

    Trends and Applications in Manufacturing, industry,...

    Application fields of Green computing

    GC approach, algorithm and software, etc

    Methodology of Green computing

    Books and journal publications about Green Computing

    Green computing Literature

    Green computing web programs, certificates, etc

    Summary

    References

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    Green computing, also called Green IT or ICT Sustainability, is the

    practice of using computing resources efficiently

    Designing, manufacturing and disposing Computer ,servers with no

    impact on the environment [1].

    To reduce the use of Hazardous materials, reduce power consumption,

    and to maximize energy efficiency during products lifetime.

    What Is Green Computing?

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    Waste of Energy

    Computer Energy is often wasteful, i.e., leaving the computer on

    when not in use, printing unnecessary materials, etc( For a university of 40,000 students and faculty, the power bill for just computers

    can come to $2 million / year)

    Pollution

    Due to manufacturing, packaging, disposal techniques, etc

    Toxicity

    Toxic chemicals involved in manufacturing

    Need for Green Computing

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    Need for Green Computing

    Disposal of these devices constituted 20-50 million tonsper year (about 5% of the total waste of the planet)

    Burning and disposal of computer components leads toair pollution and airborne toxins

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    Originated in 1992 at the U.S Environmental Protection Agency that

    launched Energy Star Program

    The term Green Computing was then coined shortly after that

    The Swedish also launched the TCO Certification after that.

    History of Green Computing

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    Improve the savings

    Ecofriendly and environment friendly

    Benefits of Green Computing

    Green Use

    GreenDisposal

    Green Design

    Green Manufacturing

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    Energy Usage profile (EUP) Computer CPU uses 120 Watts, CRT uses 150 Watts, A Simple Fluorescent bulb (60W)1 Hour consumption: 0.06 kWh, Cost: $0.0897 per kWh, $0.0054 per hour, $47.15 for a year

    Reducing Energy Consumption Turn off the computer and Monitor when not in use, even just for an

    hour, use power saver mode

    Use LCD instead of CRT

    Use hardware-software with the Energy Star label

    (Use Intel & VIA vs. AMD)

    Do not print unless required)

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    What is Green Computing, Need, history, related fieldsIntroduction

    Trends and Applications in Manufacturing, industry,...

    Application fields of Green computing

    GC approach, algorithm and software, etc

    Methodology of Green computing

    Books and journal publications about Green Computing

    Green computing Literature

    Green computing web programs, certificates, etc

    Summary

    References

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    Green Computing Applications

    Improving logistics and supply

    chain management

    Planning the routes of delivery

    vehicles more efficiently

    Managing energy demand

    Using data networking in

    electrical grids to manage

    demand and reduce

    unnecessary energy

    consumption

    Enabling smart buildings

    Automatically turning off

    lighting and ventilation

    systems if nobody is around

    Utilizing teleworking and

    videoconferencing

    Being low-carbon alternatives

    to business travel and

    commuting

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    Reasons for Adopting Green Solutions

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    TRENDS

    Is a step toward reducing high operational costs

    Will improve network security

    Will force changes in enterprise behavior

    Will require networking professionals to change the

    way they think in order to involve themselves in cloud

    computing.

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    Cloud Computing in Action

    Able to save energy and money for businesses.

    In those times when additional computing power is needed, if cloud

    computing solution is set up, it can draw on the additional computingpower and resources just when they are needed.

    You won't be paying the energy costs for running servers and the

    associated costs the rest of the time. Cloud resources are in this case a

    reserve to allocate without the need to pay for the resource sitting idle in

    one fixed location.

    So, cloud computing makes IT infrastructure far more Green than it is

    currently.

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    Reduce energy consumption by PCs

    Enable power management features

    Greening data centers

    Turning off the system when not in use

    Using screensaversAvoid maintaining E-waste in the form ofCDs,DVDs, Players,

    I-pods at home

    Try to hand over old PCs, Mobile phones and other electronic

    goods to recycling units

    Use energy saving light bulbs or LED lightsUsing thin-client computers

    GC Practices

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    Design Manufacturing

    Green computer design aims to reduce the environmental impact of computers by

    adopting new technologies and using new techniques and materials while balancing

    environmental compatibility with economic viability and performance. Green

    design is quickly becoming a necessary business practice. Many computer

    manufacturers are in the process of making green PCs using nontoxic materials that

    consume less electrical power and are easily reassembled.

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    What is Green Computing, Need, history, related fieldsIntroduction

    Trends and Applications in Manufacturing, industry,...

    Application fields of Green computing

    GC approach, algorithm and software, etc

    Methodology of Green computing

    Books and journal publications about Green Computing

    Green computing Literature

    Green computing web programs, certificates, etc

    Summary

    References

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    The Aims of Green Computing:

    Reduce the use of hazardous materials

    Maximize energy efficiency during the product's lifetime

    Promote the recyclability or biodegradability of defunct products and factorywaste

    Research Areas:

    To reduce the computers energy consumption as much as possible Designing algorithms and systems to promote related computer technologies in

    aspect of energy consumption

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    Green Computing Consideration:

    User satisfaction

    Management restructuring

    Regulatory compliance

    Return on investment (ROI)

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    GREEN COMPUTING(APPROACH)

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    SAN MURUGESANIN THE ARTICLE HARNESSING GREEN

    IT: PRINCIPLES AND PRACTICES, DEFINES THE FIELDS OFGREEN COMPUTING AS "THE STUDY AND PRACTICE OF

    DESIGNING, MANUFACTURING, USING, AND DISPOSING OF

    COMPUTERS, SERVERS, AND ASSOCIATED SUBSYSTEMS

    SUCH AS MONITORS, PRINTERS, STORAGE DEVICES, AND

    NETWORKING AND COMMUNICATIONS SYSTEMS,

    EFFICIENTLY AND EFFECTIVELY WITH MINIMAL OR NO

    IMPACT ON THE ENVIRONMENT. Murugesanalso believes the environmental

    effects of computing should be implemented

    in following factors:

    Green use

    Green disposal

    Green design

    Green manufacturing

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    Approaches

    Product Longevity

    Data Center Design

    Software & Operation Optimization Power Management

    Materials Recycling

    Telecommuting

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    Product Longevity

    The biggest contribution to green computing usually is to prolongthe equipment's lifetime

    Product longevity is including upgradability and modularity

    Manufacturing a new PC makes a far biggerecologicalfootprintthan manufacturing a new RAM module to upgrade anexisting one.

    An ecological footprint measures of how much humans

    impact the planet, and how fast they use its natural resources.

    It is a ratio that directly relates how many resources we

    use to how fast the planet can regenerate them.

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    Data Center Design

    Data center facilities are heavy consumers of energy, accounting for between1.1% and 1.5% of the worlds total energy use in 2010 and also a center facilitiesconsume up to 100 to 200 times more energy than standard office buildings.

    Energy efficient data center design should focus on: Information technology (IT) systems

    Environmental conditions Air management Cooling systems Electrical systems

    Additional energy efficient design opportunities include on-site electricalgeneration and recycling of waste heat.

    Energy efficient data center design should help to better utilize a data centersspace, and increase performance and efficiency.

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    Software and Operation Optimization

    Algorithmic efficiency

    Resource allocationVirtualization

    Terminal servers

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    Algorithmic Efficiency

    The efficiency of algorithms has an impact on the amount of computer

    resources required for any given computing function and there are manyefficiency trade-offs in writing programs.

    A study by a physicist at Harvard, estimated that the average Google searchreleased 7 grams of carbon dioxide (CO).

    More recently, an independent study by GreenIT demonstrate that Windows7 + Office 2010 require 70 times more memory (RAM) than Windows 98 +Office 2000 to write exactly the same text or send exactly the same e-mailthan 10 years ago.

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    Resource Allocation

    Algorithms can also be used to route data to data centers where electricity is lessexpensive.

    Direct traffic to rely on energy that is produced in a more environmentallyfriendly or efficient way.

    Cut energy usage by routing traffic away from data centers experiencingwarm weather, this allows computers to be shut down to avoid using airconditioning.

    Larger server centers could located where energy and land are inexpensive and readilyavailable.

    Local availability of renewable energy

    Climate that allows outside air to be used for cooling

    Locating them where the heat they produce may be used for other purposes

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    Virtualization

    Computer virtualization refers to the abstraction of computer resources,

    such as the process of running two or more logical computer systems on

    one set of physical hardware

    With virtualization, a system administrator could combine several physical

    systems into virtual machines on one single, powerful system, thereby

    unplugging the original hardware and reducing power and cooling

    consumption

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    Terminal servers

    Terminal servers have also been used in green computing. When using the

    system, users at a terminal connect to a central server, all of the actual

    computing is done on the server, but the end user experiences the operating

    system on the terminal.

    These process under specific circumstances could results 1/8 the amount of

    energy of a normal workstation, resulting in a decrease of energy costs and

    consumption

    Examples of terminal server software include Terminal Services for

    Windows and the Linux Terminal Services Project (LTSP) for the Linux

    operating system.

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    Power Management

    Data center power

    Operation system support

    Power supply

    Storage

    Video card

    Display

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    Materials recycling

    Keep harmful materials such as lead, mercury, and hexavalent chromiumout of landfills

    Recycling equipment that would need to be manufactured, saving further

    energy and emissions

    Computer systems that have outlived their particular function can be re-purposed, or donated to various charities and non-profit organizations

    parts from outdated systems may be salvaged and recycled

    through certain retail outlets and municipal or private recyclingcenters

    Computing supplies, such as printer cartridges, paper and

    batteries should be recycled as well.

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    Telecommuting

    Teleconferencing and telepresence technologies are often

    implemented in green computing initiatives by reduction of

    greenhouse gas emissions related to travel

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    Why to Get Green !?!

    1. CEOs must recognize the leadership role they personally need to play to embed

    sustainability deep and wide in their organizations.

    2. Exponential increases in electricity tariffs.3. Introduction of Carbon Taxes.

    4. Brand loyalty shift.

    5. Regulatory requirements for sustainability

    reporting.

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    GREEN COMPUTING (PERSPECTIVE)

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    Tips for Home Usage:

    Switch the monitor off when, not being used. Despite the debate over whether its better for your

    computer to be left on or shut off, the fact is its better for the environment to shut it off.

    Use new energy saving LCDs instead of traditional CRT monitors.

    Use new energy saving and efficient cooling systems, like liquid computer cooling systems in place

    of old heat sinks.

    Temperature maintenance and regulation to reduce thermal-shock, wear and tear to computer parts.

    Increase online security measures through the use of firewalls, anti spyware and antivirus softwareto reduce the ever increasing levels of e-waste on the net.

    Instead of spending more time on computers in office, consider reducing the computer time in your

    office. This will improve cathode ray tube screen visibility syndrome as well as it will save more

    energy.

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    Individual Green Computing involves power management by individual users. It also involves

    cutting off power supply to peripherals like scanners and printers.

    Buy Energy Star labeled monitors, desktop, laptops, and printers. The Energy Star devices can be

    programmed to power-down to a low power state when they are not being used, helping you save

    energy and run cooler which helps them last even longer.

    Buy the new Smart Strip power strip. The Smart Strip actually senses how much power your

    computer devices use and when Smart Strip senses that you have switched off, it automatically shuts

    off your peripherals.

    Put laptops in sleep mode when not being used. The EPA has estimated that this reduces their

    energy use by 60 to 70 percent. Or alternatively switch to a better power plan in windows(there aremany power plans in windows, change them according to your usage at that time)

    Green Computing also involves disposal of old hardware responsibly. Consumer electronic devices

    contain toxic materials which can seep into the ground if not dumped properly.

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    What is Green Computing, Need, history, related fieldsIntroduction

    Trends and Applications in Manufacturing, industry,...

    Application fields of Green computing

    GC approach, algorithm and software, etc

    Methodology of Green computing

    Books and journal publications about Green Computing

    Green computing Literature

    Green computing web programs, certificates, etc

    Summary

    References

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    Why Green Computing

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    Why Green Computing

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    Top 10 reasons to Green computingTop 10 reasons to Green computing by Kevin Klustners President and CEO of Verdiem :

    1. It saves money (a lot of money): PC power management software can cut energy

    costs by $20-60 dollars per PC, which can translate to six- and seven-figure annualsavings for large enterprises.

    2. Its the right thing to do: 15 PCs can generate as much carbon emissions as a mid-

    size car each year. Implementing effective PC power management strategies in your

    enterprise provides a way for your business to do its part in helping the environment.

    3. Its not easy being not green: Replacing office equipment can be time- and cost-

    intensive. But making your existing equipment more energy-efficient is a fast and easy

    process that pays off within months, and makes it difficult being not green.

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    4. Sustained growth requires sustainable operations : The average PC consumes 588

    kilowatt-hours of electricity per year, and wastes almost 400 kWh of that by running at

    full-power when not in use. Putting a computer in sleep mode during inactive times can

    cut energy use on average 60-70 percent and up to 90 percent in aggressive scenarios.

    5. Attract and retain customers: According to reporting from Verdiems current

    customers, enterprises can cut PC carbon emission by as much as 440 pounds per year per

    PC. For large enterprises, this can literally mean savings of thousands of tons of carbon

    each year, simply by managing PC power consumption.

    6. Inspire employees: Employees feel a deep sense of pride working in organizations

    that do their part for the environment. When your employees know their computers are

    using less than half the power they used to, with no impact on productivity, theyll know

    they personally are helping to reduce the company's carbon footprint.

    Top 10 reasons to Green computing

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    7. Improved reputation and brand value: According to the BBMG Conscious

    Consumer Report, the vast majority of Americans not only expect business leaders and

    marketers to provide environmentally-friendly products,but theyre adamant that those

    green friendly claims are backed up with legitimate practices.

    8. Be a cost-savings and sustainability hero for your organization :Every year,enterprises waste nearly $4 billion powering devices that are not in use. Curb these

    expenses and the excess carbon emissions through the introduction of power management

    ideas.

    9. Lower exposure to energy prices: Energy sales are expected to grow 50 percent

    worldwide by 2030. By reducing the amount of power required to operate your business,youll mitigate risk from factors well outside ofyour control.

    10. Energy-efficient IT is high performance IT: IT equipment can account for nine

    percent of all energy consumed by businesses- the third-largest source of power for the

    commercial sector. Putting power management policies in place is the easiest way to

    control power consumption across your network.

    Top 10 reasons to Green computing

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    1) Develop a sustainable green computing planDiscuss with your business leaders the elements that should be factored into such a plan,

    including organizational policies and checklists.

    2) Recycle

    Discard used or unwanted electronic equipment in a convenient and environmentally

    responsible manner.

    3) Make environmentally sound purchase decisions

    4) Reduce Paper Consumption

    There are many easy, obvious ways to reduce paper consumption: e-mail, electronic

    archiving, use the track changes feature in electronic documents, rather than redline

    corrections on paper.

    5) Conserve energy

    Turn off your computer when you know you wont use it for an extended period of time.

    Turn on power management features during shorter periods of inactivity.

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    1. Set clear targets. Establishing a specific,

    attainable, measurable goal, such as "cutting

    energy waste by 20 percent in a week" is easier

    to get behind than a vague objective such as"Let's cut waste significantly this year."

    2. Connect behavior with results. By sharing

    energy and waste figures with staff, you show

    how their actions make a difference.

    3. Provide concrete examples. Offer specific

    guidance as to what employees should do to cut

    waste, including printing double-sided and in

    black-and-white; turning off monitors, PCs, and

    lights; and unplugging chargers.

    Techniques or tipsfor encouraginggreener IT byCanadians:

    The Canadian Center for

    Pollution Prevention has some great

    techniques to promote greener behavior

    among employees. Here's a sampling of

    six techniques:

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    Techniques or tips forencouraging greener IT byCanadians:4. Put expectations in writing. Add green policies to

    corporate documents such as employee handbooksand job descriptions. Remind staff of these policies

    during orientation and training sessions.

    5. Use visual and auditory reminders. Decals,

    stickers, and signs hung around the office can be

    effective reminder for employees to turn off lights,reduce printing, and so forth.

    6. Make people feel good about their actions. This

    ties in to rewards, which again, need not be monetary.

    Public recognition and praise, for example, can be

    very effective.

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    Advantages of green IT IT operations achieve better energy efficiency

    through green initiatives, which financially benefit

    them, especially when electrical energy is at a

    premium and energy prices are rising.

    Green IT can contribute to improving a companys

    relationship with important stakeholders like banks,

    investors and government agencies (Carter, 2004;

    Carter et al. 2000).

    Costs can be reduced by packaging materialefficiently. Carter et al. (2000) identified that

    environmental (IT) purchasing can improve a

    companys economic position, by reducing disposal

    and liability costs and conserving resources.

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    Advantages of green IT Maignan et al. (2002) state that there is a

    relation between CSR and the increased

    innovations because of the process of

    seeking alternative environmental efficient

    processes. The organizational value canincrease as well by improving brand image

    and loyalty.

    Green IT can be used to gain increased

    brand image for attracting and keeping both

    customers and employees, as reputation canbe a source of competitive advantage

    (Carter, 2004). Green labels are a good way

    of communicating the achievements on

    green IT to the stakeholders, especially the

    customers (Hansmann et al., 2004; Maignan

    et al., 2002).

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    Disadvantages green IT

    For implementing new initiatives, investments

    have to be made. As identified by McGuire et al.

    (2005) and Carter (2005), cost can come from

    several sources: training and top management

    support, establishing environmental protectionprocedures, implementing software that enhances

    greenness, executing the move towards e.g. cloud

    computing or virtualization, investing in

    sustainable hardware etc.

    Concerns for a green IT policy may limit a firmsstrategic alternatives.

    Although virtualization and cloud computing will

    result in more efficient use of energy, Hardof

    (2009) mentions that it has a huge impact on

    security

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    Some examples of green computing

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    Automatic log off and shut down of PCs

    reduced machine hours from 50000 hrs to

    3000rs. The result was savings in electricity

    of over $5 million annually, with a decrease

    in GHG of more than 30000 tonnes

    annually (equates to 7 500 cars off the road

    per annum).

    Australian Dept. of Defense

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    A tool based switch-off/ switch on

    change over 50000 desktops across

    the globe helped DELL to reduce its

    energy consumption by 40%,

    translating to USD 1.8 m per year.

    Dell

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    Saved $US45 million by consolidating

    and replacing servers thus avoiding new

    data center construction, and saved $US 95

    million through Data Centre efficiency

    program.

    Intel

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    Through a large Green Computing Program covering

    server and storage consolidation, blade server rollouts, andvirtualization, gained the following financial benefits:

    Direct cost savings of US$ 130,000

    Annual savings of US$ 70,000 on data center maintenance costs

    Reduced server count by 98%, achieving significant cost

    reduction

    Reduced Total Cost of Ownership

    Annual energy cost savings up to US$ 100,000

    InfosysBusiness Technology Consulting | IT Services

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    InfosysBusiness Technology Consulting | IT Services

    Through the cloud implementation Infosys achieved the

    following benefits :

    22% reduction in costs and power consumption

    Additional ease of implementation and control over projects

    Clients also benefit from lower TCO

    Built twin CloudCenters in a record period of 5.5 months

    with 30 plus IT services and 2 clients going live

    More than 50 percent reduction in the effort cost

    Around 80 percent reduction in the power demand by

    additional desktops and project specific servers

    Reduction in OS build time to less than 30 minutes from

    2-3 hours of manual installation time

    Restoration to previous snapshot within 5 minutes

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    Achieved the following benefits from

    Datacenter Virtualization:

    80 servers to 4

    Reduced cabling costs by 30 to 60

    percent

    Reduced space, power and cooling

    requirements

    Coca-ColaBottling CompanyConsolidated

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    Hear I going to introduce some articles , journals in relation with green computing :

    Wikipedia has two sources about green

    computing. The first, is titled, What is Green

    Computing? This gives a basic idea of whatis involved with Green Computing and what it

    means to have green computers. The second

    source is found on the encyclopedia

    Wikipedia site. The title of this article is,

    Green Computing Environmentally Friendly

    Use of Computers. The article addresses the

    what and how of green computing. Both of

    these articles address the pros of green

    computing.

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    Green Supercomputing Comes of Age,

    is an article retrieved on line. This article

    discusses what needs to be done for green

    computing to be implemented in businesses.

    The article, titled, Energy Star has lostsome luster, from the Consumers Report

    dated October 2008, gives an interesting

    look at how well the government and the

    EPA are doing to green up technology.

    Baseline is a technological magazine with

    articles on line. The title of their article is,Green Computing: Hype Cycle or Actual

    Trend. In this article, we explore why we

    arent up to speed on green computing.

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    Staples has a good article ontheir website titled, EnvironmentallyFriendly Solutions for ObsoleteComputers. While we try to use lessenergy to help with global warming,there is still an issue with disposal of

    computers and accessories. An article titled, Can GreenComputers Help Save the World,gives some insight into the debatethat green computers arent reallygreen and why. Reid, T. R. (1992, EPA nudges firms to take

    the lead in 'green computing) is an article

    which shows that the initial "green"

    computer was only one that consumed less

    energy and they only suggestion to reduce

    energy consumption was putting a sleep

    function into the microprocessor that would

    use less energy while the computers were

    not in use

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    What is Green Computing, Need, history, related fieldsIntroduction

    Trends and Applications in Manufacturing, industry,...

    Application fields of Green computing

    GC approach, algorithm and software, etc

    Methodology of Green computing

    Books and journal publications about Green Computing

    Green computing Literature

    Green computing web programs, certificates, etc

    Summary

    References

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    Summary

    Green computing is a novel and an innovative trend in the

    world of computing which has minimum or no impact on the

    environment.

    Green computing has introduced a range of equipments and

    technologies which help in limiting the impact on the

    environment.

    Use ofEUPs help in different aspects of the computing

    world help in recognizing the areas for improvement

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    Green Computing Programs The Australian National University (ANU) offers "ICT Sustainability" as part of its

    information technology and engineering masters programs.

    Athabasca University offer a similar course "Green ICT Strategies", adapted from

    the ANU course notes.

    Leeds Metropolitan University offers an MSc Green Computing program in both full

    and part time access modes.

    Certifications

    Green Computing Initiative - GCI

    CompTIA Strata Green IT

    Information Systems Examination Board (ISEB) Foundation Certificate in Green IT

    Singapore Infocomm Technology Federation (SiTF)

    Australian Computer Society (ACS)

    http://en.wikipedia.org/wiki/Australian_National_Universityhttp://en.wikipedia.org/wiki/Athabasca_Universityhttp://en.wikipedia.org/wiki/Leeds_Metropolitan_Universityhttp://en.wikipedia.org/wiki/CompTIAhttp://en.wikipedia.org/wiki/Information_Systems_Examination_Boardhttp://en.wikipedia.org/w/index.php?title=Singapore_Infocomm_Technology_Federation&action=edit&redlink=1http://en.wikipedia.org/wiki/Australian_Computer_Societyhttp://en.wikipedia.org/wiki/Australian_Computer_Societyhttp://en.wikipedia.org/w/index.php?title=Singapore_Infocomm_Technology_Federation&action=edit&redlink=1http://en.wikipedia.org/w/index.php?title=Singapore_Infocomm_Technology_Federation&action=edit&redlink=1http://en.wikipedia.org/w/index.php?title=Singapore_Infocomm_Technology_Federation&action=edit&redlink=1http://en.wikipedia.org/w/index.php?title=Singapore_Infocomm_Technology_Federation&action=edit&redlink=1http://en.wikipedia.org/wiki/Information_Systems_Examination_Boardhttp://en.wikipedia.org/wiki/CompTIAhttp://en.wikipedia.org/wiki/Leeds_Metropolitan_Universityhttp://en.wikipedia.org/wiki/Athabasca_Universityhttp://en.wikipedia.org/wiki/Australian_National_University
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    Go Green Computing

    Greener Google Browsing: Blackle.com

    Being Green with Yahoo!

    Greener FireFox Surfing

    Other Green Surfing Efforts

    -

    -

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    Go Green Computing

    Bamboo: is becoming increasingly popular for making casings for

    computers and peripherals

    Recyclable plastics: computers are constructed from non-recyclable plastics

    is recyclable polycarbonate resin.

    Eco-friendly flame retardant: there are flame retardant silicone

    compounds available that are flame retardant and completely non-toxic.

    Inventory management: reducing the quantity of both hazardous materialsused in the process and the amount of excess raw materials.

    Volume reduction: removes hazardous portion of waste from non hazardous

    portion.

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    Go Green Computing

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    References

    1. San Murugesan, Harnessing Green IT: Principles andPractices, IEEEIT Professional, JanuaryFebruary 2008,pp 24-33.

    2. Rajesh Chheda, Dan Shookowsky, Steve Stefanovich,

    and Joe Toscano, Profiling Energy Usage for EfficientConsumption.

    3. Dan Rogers and Ulrich Homann, Application Patternsfor Green IT.

    4. Walter Binder and Niranjan Suri, Green Computing:Energy Consumption Optimized Service Hosting

    5. Robert R. Harmon, Nora Auseklis, Sustainable ITServices: Assessing the Impact of Green ComputingPractices.

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