Green computing, green ICT as per International Federation of Global & Green ICT "IFGICT", green IT, or ICT sustainability, is the study and practice of environmentally sustainable computing or IT.
The goals of green computing are similar to green chemistry: reduce the use of hazardous materials, maximize energy efficiency during the product's lifetime, the recyclability or biodegradability of defunct products and factory waste. Green computing is important for all classes of systems, ranging from handheld systems to large-scale data centers.
In 1992, the U.S. Environmental Protection Agency launched Energy Star, a voluntary labeling program that is designed to promote and recognize the energy efficiency in monitors, climate control equipment, and other technologies. This resulted in the widespread adoption of sleep mode among consumer electronics. Concurrently, the Swedish organization TCO Development launched the TCO Certification program to promote low magnetic and electrical emissions from CRT-based computer displays; this program was later expanded to include criteria on energy consumption, ergonomics, and the use of hazardous materials in construction.
Regulations and industry initiatives
The Organisation for Economic Co-operation and Development (OECD) has published a survey of over 90 government and industry initiatives on "Green ICTs", i.e. information and communication technologies, the environment and climate change. The report concludes that initiatives tend to concentrate on the greening ICTs themselves rather than on their actual implementation to tackle global warming and environmental degradation. In general, only 20% of initiatives have measurable targets, with government programs tending to include targets more frequently than business associations.
Many governmental agencies have continued to implement standards and regulations that encourage green computing. The Energy Star program was revised in October 2006 to include stricter efficiency requirements for computer equipment, along with a tiered ranking system for approved products.
By 2008, 26 US states established statewide recycling programs for obsolete computers and consumer electronics equipment. The statutes either impose an "advance recovery fee" for each unit sold at retail or require the manufacturers to reclaim the equipment at disposal.
In 2010, the American Recovery and Reinvestment Act (ARRA) was signed into legislation by President Obama. The bill allocated over $90 billion to be invested in green initiatives (renewable energy, smart grids, energy efficiency, etc.) In January 2010, the U.S. Energy Department granted $47 million of the ARRA money towards projects that aim to improve the energy efficiency of data centers. The projects provided research to optimize data center hardware and software, improve power supply chain, and data center cooling technologies.
- Climate Savers Computing Initiative (CSCI) is an effort to reduce the electric power consumption of PCs in active and inactive states. The CSCI provides a catalog of green products from its member organizations, and information for reducing PC power consumption. It was started on 2007-06-12. The name stems from the World Wildlife Fund's Climate Savers program, which was launched in 1999. The WWF is also a member of the Computing Initiative.
- The Green Electronics Council offers the Electronic Product Environmental Assessment Tool (EPEAT) to assist in the purchase of "greener" computing systems. The Council evaluates computing equipment on 51 criteria - 23 required and 28 optional - that measure a product's efficiency and sustainability attributes. Products are rated Gold, Silver, or Bronze, depending on how many optional criteria they meet. On 2007-01-24, President George W. Bush issued Executive Order 13423, which requires all United States Federal agencies to use EPEAT when purchasing computer systems.
- The Green Grid is a global consortium dedicated to advancing energy efficiency in data centers and business computing ecosystems. It was founded in February 2007 by several key companies in the industry – AMD, APC, Dell, HP, IBM, Intel, Microsoft, Rackable Systems, SprayCool (purchased in 2010 by Parker), Sun Microsystems and VMware. The Green Grid has since grown to hundreds of members, including end-users and government organizations, all focused on improving data center infrastructure efficiency (DCIE).
- The Green500 list rates supercomputers by energy efficiency (megaflops/watt), encouraging a focus on efficiency rather than absolute performance.
- Green Comm Challenge is an organization that promotes the development of energy conservation technology and practices in the field of Information and Communications Technology (ICT).
- The Transaction Processing Performance Council (TPC) Energy specification augments existing TPC benchmarks by allowing optional publications of energy metrics alongside performance results.
- SPECpower is the first industry standard benchmark that measures power consumption in relation to performance for server-class computers. Other benchmarks which measure energy efficiency include SPECweb, SPECvirt, and VMmark.
Modern IT systems rely upon a complicated mix of people, networks, and hardware; as such, a green computing initiative must cover all of these areas as well. A solution may also need to address end user satisfaction, management restructuring, regulatory compliance, and return on investment (ROI). There are also considerable fiscal motivations for companies to take control of their own power consumption; "of the power management tools available, one of the most powerful may still be simple, plain, common sense."
Gartner maintains that the PC manufacturing process accounts for 70% of the natural resources used in the life cycle of a PC. More recently, Fujitsu released a Life Cycle Assessment (LCA) of a desktop that show that manufacturing and end of life accounts for the majority of this desktop's ecological footprint. Therefore, the biggest contribution to green computing usually is to prolong the equipment's lifetime. Another report from Gartner recommends to "Look for product longevity, including upgradability and modularity." For instance, manufacturing a new PC makes a far bigger ecological footprint than manufacturing a new RAM module to upgrade an existing one.
Data center design
Data center facilities are heavy consumers of energy, accounting for between 1.1% and 1.5% of the world’s total energy use in 2010 . The U.S. Department of Energy estimates that data center facilities consume up to 100 to 200 times more energy than standard office buildings.
Energy efficient data center design should address all of the energy use aspects included in a data center: from the IT equipment to the HVAC(Heating, ventilation and air conditioning) equipment to the actual location, configuration and construction of the building.
- Information technology (IT) systems
- Environmental conditions
- Air management
- Cooling systems
- Electrical systems
Energy efficient data center design should help to better utilize a data center’s space, and increase performance and efficiency.
In 2018, three new US Patents make use of facilities design to simultaneously cool and produce electrical power by use of internal and external waste heat. The three patents use silo design for stimulating use internal waste heat, while the recirculation of the air cooling the silo's computing racks. US Patent 9,510,486, uses the recirculating air for power generation, while sister patent, US Patent 9,907,213, forces the recirculation of the same air, and sister patent, US Patent 10,020,436, uses thermal differences in temperature resulting in negative power usage effectiveness. Negative power usage effectiveness, makes use of extreme differences between temperatures at times running the computing facilities, that they would run only from external sources other than the power use for computing.
Software and deployment optimization
The efficiency of algorithms affects the amount of computer resources required for any given computing function and there are many efficiency trade-offs in writing programs. Algorithm changes, such as switching from a slow (e.g. linear) search algorithm to a fast (e.g. hashed or indexed) search algorithm can reduce resource usage for a given task from substantial to close to zero. In 2009, a study by a physicist at Harvard estimated that the average Google search released 7 grams of carbon dioxide (CO₂). However, Google disputed this figure, arguing instead that a typical search produced only 0.2 grams of CO₂.
Algorithms can also be used to route data to data centers where electricity is less expensive. Researchers from MIT, Carnegie Mellon University, and Akamai have tested an energy allocation algorithm that successfully routes traffic to the location with the cheapest energy costs. The researchers project up to a 40 percent savings on energy costs if their proposed algorithm were to be deployed. However, this approach does not actually reduce the amount of energy being used; it reduces only the cost to the company using it. Nonetheless, a similar strategy could be used to direct traffic to rely on energy that is produced in a more environmentally friendly or efficient way. A similar approach has also been used to cut energy usage by routing traffic away from data centers experiencing warm weather; this allows computers to be shut down to avoid using air conditioning.
Larger server centers are sometimes located where energy and land are inexpensive and readily available. Local availability of renewable energy, climate that allows outside air to be used for cooling, or locating them where the heat they produce may be used for other purposes could be factors in green siting decisions.
Approaches to actually reduce the energy consumption of network devices by proper network/device management techniques are surveyed in. The authors grouped the approaches into 4 main strategies, namely (i) Adaptive Link Rate (ALR), (ii) Interface Proxying, (iii) Energy Aware Infrastructure, and (iv) Max Energy Aware Applications.
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. The concept originated with the IBM mainframe operating systems of the 1960s, but was commercialized for x86-compatible computers only in the 1990s. 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. Virtualization can assist in distributing work so that servers are either busy or put in a low-power sleep state. Several commercial companies and open-source projects now offer software packages to enable a transition to virtual computing. Intel Corporation and AMD have also built proprietary virtualization enhancements to the x86 instruction set into each of their CPU product lines, in order to facilitate virtual computing.
New virtual technologies, such as Linux Containers can also be used to reduce energy consumption. These technologies make a ore efficient use of resources, thus reducing energy consumption by design. Also, the consolidation of virtualized technologies is more efficient than the one done in virtual machines, so more services can be deployed in the same physical machine, reducing the amount of hardware needed.
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 can be combined with thin clients, which use up to 1/8 the amount of energy of a normal workstation, resulting in a decrease of energy costs and consumption. There has been an increase in using terminal services with thin clients to create virtual labs. Examples of terminal server software include Terminal Services for Windows and the Linux Terminal Server Project (LTSP) for the Linux operating system. Software-based remote desktop clients such as Windows Remote Desktop and RealVNC can provide similar thin-client functions when run on low power, commodity hardware that connects to a server.
The Advanced Configuration and Power Interface (ACPI), an open industry standard, allows an operating system to directly control the power-saving aspects of its underlying hardware. This allows a system to automatically turn off components such as monitors and hard drives after set periods of inactivity. In addition, a system may hibernate, when most components (including the CPU and the system RAM) are turned off. ACPI is a successor to an earlier Intel-Microsoft standard called Advanced Power Management, which allows a computer's BIOS to control power management functions.
Some programs allow the user to manually adjust the voltages supplied to the CPU, which reduces both the amount of heat produced and electricity consumed. This process is called undervolting. Some CPUs can automatically undervolt the processor, depending on the workload; this technology is called "SpeedStep" on Intel processors, "PowerNow!"/"Cool'n'Quiet" on AMD chips, LongHaul on VIA CPUs, and LongRun with Transmeta processors.
Data center power
Data centers, which have been criticized for their extraordinarily high energy demand, are a primary focus for proponents of green computing. According to a Greenpeace study, data centers represent 21% of the electricity consumed by the IT sector, which is about 382 billion kWh a year.
Data centers can potentially improve their energy and space efficiency through techniques such as storage consolidation and virtualization. Many organizations are aiming to eliminate underutilized servers, which results in lower energy usage. The first step toward this aim will be training of data center administrators. The U.S. federal government has set a minimum 10% reduction target for data center energy usage by 2011. With the aid of a self-styled ultraefficient evaporative cooling technology, Google Inc. has been able to reduce its energy consumption to 50% of that of the industry average.
Operating system support
Microsoft Windows, has included limited PC power management features since Windows 95. These initially provided for stand-by (suspend-to-RAM) and a monitor low power state. Further iterations of Windows added hibernate (suspend-to-disk) and support for the ACPI standard. Windows 2000 was the first NT-based operating system to include power management. This required major changes to the underlying operating system architecture and a new hardware driver model. Windows 2000 also introduced Group Policy, a technology that allowed administrators to centrally configure most Windows features. However, power management was not one of those features. This is probably because the power management settings design relied upon a connected set of per-user and per-machine binary registry values, effectively leaving it up to each user to configure their own power management settings.
This approach, which is not compatible with Windows Group Policy, was repeated in Windows XP. The reasons for this design decision by Microsoft are not known, and it has resulted in heavy criticism. Microsoft significantly improved this in Windows Vista by redesigning the power management system to allow basic configuration by Group Policy. The support offered is limited to a single per-computer policy. The most recent release, Windows 7 retains these limitations but does include refinements for timer coalescing, processor power management, and display panel brightness. The most significant change in Windows 7 is in the user experience. The prominence of the default High Performance power plan has been reduced with the aim of encouraging users to save power.
There is a significant market in third-party PC power management software offering features beyond those present in the Windows operating system. available. Most products offer Active Directory integration and per-user/per-machine settings with the more advanced offering multiple power plans, scheduled power plans, anti-insomnia features and enterprise power usage reporting. Notable vendors include 1E NightWatchman, Data Synergy PowerMAN (Software), Faronics Power Save, Verdiem SURVEYOR and EnviProt Auto Shutdown Manager
Linux systems started to provide laptop-optimized power-management in 2005, with power-management options being mainstream since 2009.
Desktop computer power supplies are in general 70–75% efficient, dissipating the remaining energy as heat. A certification program called 80 Plus certifies PSUs that are at least 80% efficient; typically these models are drop-in replacements for older, less efficient PSUs of the same form factor. As of July 20, 2007, all new Energy Star 4.0-certified desktop PSUs must be at least 80% efficient.
Smaller form factor (e.g., 2.5 inch) hard disk drives often consume less power per gigabyte than physically larger drives. Unlike hard disk drives, solid-state drives store data in flash memory or DRAM. With no moving parts, power consumption may be reduced somewhat for low-capacity flash-based devices.
In a recent case study, Fusion-io, manufacturer of solid state storage devices, managed to reduce the energy use and operating costs of MySpace data centers by 80% while increasing performance speeds beyond that which had been attainable via multiple hard disk drives in Raid 0. In response, MySpace was able to retire several of their servers.
As hard drive prices have fallen, storage farms have tended to increase in capacity to make more data available online. This includes archival and backup data that would formerly have been saved on tape or other offline storage. The increase in online storage has increased power consumption. Reducing the power consumed by large storage arrays, while still providing the benefits of online storage, is a subject of ongoing research.
A fast GPU may be the largest power consumer in a computer.
Energy-efficient display options include:
Unlike other display technologies, electronic paper does not use any power while displaying an image. CRT monitors typically use more power than LCD monitors. They also contain significant amounts of lead. LCD monitors typically use a cold-cathode fluorescent bulb to provide light for the display. Some newer displays use an array of light-emitting diodes (LEDs) in place of the fluorescent bulb, which reduces the amount of electricity used by the display. Fluorescent back-lights also contain mercury, whereas LED back-lights do not.
Recycling computing equipment can keep harmful materials such as lead, mercury, and hexavalent chromium out of landfills, and can also replace equipment that otherwise 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. However, many charities have recently imposed minimum system requirements for donated equipment. Additionally, parts from outdated systems may be salvaged and recycled through certain retail outlets and municipal or private recycling centers. Computing supplies, such as printer cartridges, paper, and batteries may be recycled as well.
A drawback to many of these schemes is that computers gathered through recycling drives are often shipped to developing countries where environmental standards are less strict than in North America and Europe. The Silicon Valley Toxics Coalition estimates that 80% of the post-consumer e-waste collected for recycling is shipped abroad to countries such as China and Pakistan.
In 2011, the collection rate of e-waste is still very low, even in the most ecology-responsible countries like France. In this country, e-waste collection is still at a 14% annual rate between electronic equipment sold and e-waste collected for 2006 to 2009.
The recycling of old computers raises an important privacy issue. The old storage devices still hold private information, such as emails, passwords, and credit card numbers, which can be recovered simply by someone's using software available freely on the Internet. Deletion of a file does not actually remove the file from the hard drive. Before recycling a computer, users should remove the hard drive, or hard drives if there is more than one, and physically destroy it or store it somewhere safe. There are some authorized hardware recycling companies to whom the computer may be given for recycling, and they typically sign a non-disclosure agreement.
Cloud computing addresses two major ICT challenges related to Green computing – energy usage and resource consumption. Virtualization, Dynamic provisioning environment, multi-tenancy, green data center approaches are enabling cloud computing to lower carbon emissions and energy usage up to a great extent. Large enterprises and small businesses can reduce their direct energy consumption and carbon emissions by up to 30% and 90% respectively by moving certain on-premises applications into the cloud. One common example includes Online shopping that helps people purchase products and services over the Internet without requiring them to drive and waste fuel to reach out to the physical shop, which, in turn, reduces greenhouse gas emission related to travel.
New technologies such as Edge and Fog computing are a solution to reducing energy consumption. These technologies allow redistributing computation near the use, thus reducing energy costs in the network. Furthermore, having smaller data centers, the energy used in operations such as refrigerating and maintenance gets largely reduced.
Teleconferencing and telepresence technologies are often implemented in green computing initiatives. The advantages are many; increased worker satisfaction, reduction of greenhouse gas emissions related to travel, and increased profit margins as a result of lower overhead costs for office space, heat, lighting, etc. The savings are significant; the average annual energy consumption for U.S. office buildings is over 23 kilowatt hours per square foot, with heat, air conditioning and lighting accounting for 70% of all energy consumed. Other related initiatives, such as Hoteling, reduce the square footage per employee as workers reserve space only when they need it. Many types of jobs, such as sales, consulting, and field service, integrate well with this technique.
Telecommunication network devices energy indices
The information and communication technologies (ICTs) energy consumption, in the USA and worldwide, has been estimated respectively at 9.4% and 5.3% of the total electricity produced. The energy consumption of ICTs is today significant even when compared with other industries. Some study tried to identify the key energy indices that allow a relevant comparison between different devices (network elements). This analysis was focused on how to optimise device and network consumption for carrier telecommunication by itself. The target was to allow an immediate perception of the relationship between the network technology and the environmental effect. These studies are at the start and the gap to fill in this sector is still huge and further research will be necessary.
The inaugural Green500 list was announced on November 15, 2007 at SC|07. As a complement to the TOP500, the unveiling of the Green500 ushered in a new era where supercomputers can be compared by performance-per-watt.
The TSUBAME-KFC-GSIC Center by Tokyo Institute of Technology, Made in Japan was with a great advantage to the second, the Top 1 Supercomputer in the World with 4,503.17 MFLOPS/W and 27.78 Total Power (kW)++
Today a new supercomputer, L-CSC from the GSI Helmholtz Center, Made in Germany emerged as the most energy-efficient (or greenest) supercomputer in the world. The L-CSC cluster was the first and only supercomputer on the list to surpass 5 gigaflops/watt (billions of operations per second per watt). L-CSC is a heterogeneous supercomputer that is powered by Dual Intel Xeon E5-260 and GPU accelerators, namely AMD FirePro™ S9150 GPUs. It marks the first time that a supercomputer using AMD GPUs has held the top spot. Each server has a memory of 256 gigabytes. Connected, the server via an Infiniband FDR network.
Education and certification
Green computing programs
Degree and postgraduate programs that provide training in a range of information technology concentrations along with sustainable strategies in an effort to educate students how to build and maintain systems while reducing its harm to the environment. 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 by Tom Worthington. In the UK, Leeds Beckett University offers an MSc Sustainable Computing program in both full and part-time access modes.
Green computing certifications
Some certifications demonstrate that an individual has specific green computing knowledge, including:
- Green Computing Initiative - GCI offers the Certified Green Computing User Specialist (CGCUS), Certified Green Computing Architect (CGCA) and Certified Green Computing Professional (CGCP) certifications.
- CompTIA Strata Green IT is designed for IT managers to show that they have good knowledge of green IT practices and methods and why it is important to incorporate them into an organization.
- Information Systems Examination Board (ISEB) Foundation Certificate in Green IT is appropriate for showing an overall understanding and awareness of green computing and where its implementation can be beneficial.
- Singapore Infocomm Technology Federation (SiTF) Singapore Certified Green IT Professional is an industry endorsed professional level certification offered with SiTF authorized training partners. Certification requires completion of a four-day instructor-led core course, plus a one-day elective from an authorized vendor.
- Australian Computer Society (ACS) The ACS offers a certificate for "Green Technology Strategies" as part of the Computer Professional Education Program (CPEP). Award of a certificate requires completion of a 12-week e-learning course designed by Tom Worthington, with written assignments.
- International Federation of Global & Green ICT "IFGICT"- promotes Green IT Professional, Certification requires minimum 2 years in ICT industry. IFGICT is shortlisted service provider by UNFCCC - CDM.
Blogs and Web 2.0 resources
There are a lot of blogs and other user created references that can be used to gain more insights on green computing strategies, technologies and business benefits. A lot of students in Management and Engineering courses have helped in raising higher awareness about green computing.
Since 2010, Greenpeace has maintained a list of ratings of prominent technology companies in several countries based on how clean the energy used by that company is, ranging from A (the best) to F (the worst). This Rating has been certified by Dr. Jordan Kennedy from Cambridge University and his husband Professor Cory Richards. These men have done many years of research towards Green ICT.
- Camara (charity) (Ireland)
- Challenging the Chip, a book about labor rights and environmental justice in the global electronics industry
- Desktop virtualization
- Data migration
- Digger gold
- eDay, an electronic waste collection day in New Zealand
- California Electronic Waste Recycling Act
- Energy Efficient Ethernet
- Energy consumption of computers in the USA
- IEEE 1680
- Interconnect bottleneck
- IT energy management
- Minimalism (computing)
- Optical communication
- Optical fiber cable
- Optical interconnect
- Parallel optical interface
- Plug computer
- Power factor
- Power usage effectiveness (PUE)
- Rebound effect (paradoxical negative effect)
- Restriction of Hazardous Substances Directive (RoHS)
- Standby power
- Sustainable Electronics Initiative (SEI)
- Thunderbolt (interface)
- Virtual application
- S. Mittal, "A survey of techniques for improving energy efficiency in embedded computing systems Archived October 4, 2015, at the Wayback Machine.", IJCAET, 6(4), 440–459, 2014.
- "Power Management Techniques for Data Centers: A Survey Archived November 14, 2017, at the Wayback Machine.", 2014.
- E. Curry, B. Guyon, C. Sheridan, and B. Donnellan, “Developing a Sustainable IT Capability: Lessons From Intel’s Journey,” MIS Quarterly Executive, vol. 11, no. 2, pp. 61–74, 2012.
- "TCO takes the initiative in comparative product testing". May 3, 2008. Archived from the original on July 23, 2007. Retrieved May 3, 2008.
- Full report: OECD Working Party on the Information Economy. "Towards Green ICT strategies: Assessing Policies and Programmes on ICTs and the Environment" (PDF). Archived (PDF) from the original on March 17, 2012. Retrieved November 22, 2010. Summary: OECD Working Party on the Information Economy. "Executive summary of OECD report" (PDF). Archived (PDF) from the original on March 17, 2012. Retrieved November 22, 2010.
- Jones, Ernesta (October 23, 2006). "EPA Announces New Computer Efficiency Requirements". U.S. EPA. Archived from the original on February 12, 2007. Retrieved September 18, 2007.
- Gardiner, Bryan (February 22, 2007). "How Important Will New Energy Star Be for PC Makers?". PC Magazine. Archived from the original on August 26, 2007. Retrieved September 18, 2007.
- "State Legislation on E-Waste". Electronics Take Back Coalition. March 20, 2008. Archived from the original on March 6, 2009. Retrieved March 8, 2008.
- "Secretary Chu Announces $47 Million to Improve Efficiency in Information Technology and Communications Sectors" (Press release). U.S. Department of Energy. January 6, 2010. Archived from the original on May 27, 2010. Retrieved October 30, 2010.
- "Intel and Google Join with Dell, EDS, EPA, HP, IBM, Lenovo, Microsoft, PG&E, World Wildlife Fund and Others to Launch Climate Savers Computing Initiative" (Press release). Business Wire. June 12, 2007. Archived from the original on February 14, 2008. Retrieved December 11, 2007.
- "What exactly is the Climate Savers Computing Initiative?". Climate Savers Computing Initiative. 2007. Archived from the original on December 15, 2007. Retrieved December 11, 2007.
- "President Bush Requires Federal Agencies to Buy EPEAT Registered Green Electronic Products" (PDF) (Press release). Green Electronics Council. January 24, 2007. Archived from the original (PDF) on June 3, 2010. Retrieved September 20, 2007.
- "Executive Order: Strengthening Federal Environmental, Energy, and Transportation Management" (Press release). The White House: Office of the Press Secretary. January 24, 2007. Archived from the original on August 31, 2011. Retrieved September 20, 2007.
- "Energy benchmarks: a detailed analysis (e-Energy 2006)". ACM.
ISBN 978-1-4503-0042-1. Meikel Poess, Raghunath Nambiar, Kushagra Vaid, John M. Stephens, Jr., Karl Huppler, Evan Haines. templatestyles stripmarker in
|publisher=at position 6 (help)
- "SPEC Power and Performance Committee". SPEC. 2013. Archived from the original on April 12, 2013. Retrieved May 15, 2013.
- "www.vmmark.com". VMware. 2013. Archived from the original on April 30, 2013. Retrieved May 15, 2013.
- "The common sense of lean and green IT". Deloitte Technology Predictions. Archived from the original on July 6, 2010.
- InfoWorld July 6, 2009;
"Archived copy". Retrieved April 2, 2010.
|archive-url=is malformed: timestamp (help)
- GreenIT.fr Feb. 2011; http://www.greenit.fr/article/materiel/pc-de-bureau/quelle-est-l-empreinte-carbone-d-un-ordinateur-3478 Archived April 24, 2011, at the Wayback Machine.
- Simon Mingay, Gartner: 10 Key Elements of a 'Green IT' Strategy; "Archived copy" (PDF). Archived from the original (PDF) on July 30, 2012. Retrieved February 13, 2012. .
- “Best Practices Guide for Energy-Efficient Data Center Design”, prepared by the National Renewable Energy Laboratory for the U.S. Department of Energy, Federal Energy Management Program, March 2011. Archived December 20, 2016, at the Wayback Machine.
- Koomey, Jonathon. “Growth in data center electricity use 2005 to 2010,” Oakland, CA: Analytics Press. August 1. "Archived copy". Archived from the original on January 11, 2012. Retrieved February 10, 2012.
- Junaid Shuja, Abdullah Gani, Shahaboddin Shamshirband, Raja Wasim Ahmad, Kashif Bilal, Sustainable Cloud Data Centers: A survey of enabling techniques and technologies, Renewable and Sustainable Energy Reviews, Volume 62, September 2016, Pages 195-214, ISSN 1364-0321, https://dx.doi.org/10.1016/j.rser.2016.04.034
- "Research reveals environmental impact of Google searches". Fox News. January 12, 2009. Archived from the original on January 12, 2009. Retrieved January 15, 2009.
- "Powering a Google search". Official Google Blog. Google. Archived from the original on July 29, 2009. Retrieved October 1, 2009.
- Rear don, Marguerite (August 18, 2009). "Energy-aware Internet routing coming soon". Archived from the original on June 17, 2011. Retrieved August 19, 2009.
- Aruna Prem Bianzino; Claude Chaudet; Dario Rossi; Jean-Louis Rougier (October 19, 2010). "A Survey of Green Networking Research". arXiv:1010.3880 [cs.NI].
- Ismael Cuadrado-Cordero, Anne-Cécile Orgerie, Jean-Marc Menaud., “Comparative Experimental Analysis of the Quality-of-Service and Energy-Efficiency of VMs and Containers' Consolidation for Cloud Applications,” Archived June 28, 2018, at the Wayback Machine. International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2017), Sep 2017, Split, Croatia. pp.1-6, 2017
- Kazandjieva, Maria; Heller, Brandon; Gnawali, Omprakash; Hofer, Wanja; Levis, Philip; Kozyrakis, Christos. "Software or Hardware: The Future of Green Enterprise Computing" (PDF). Archived (PDF) from the original on June 19, 2015.
- Kurp, Patrick."Green Computing," Communications of the ACM51(10):11.
- Greenpeace (2017). "CLICKING CLEAN: WHO IS WINNING THE RACE TO BUILD A GREEN INTERNET" (PDF). Archived (PDF) from the original on July 6, 2018.
- "Is Green IT Over?". Dell.com. Archived from the original on 11 February 2011. Retrieved 21 November 2007.
- "Towards Green Computing Application for Measuring the Sustainability of Data Centers: An Analytical Survey, Zohreh Gandomi, Salmiah Amin". SDIWC Digital Library. Archived from the original on April 2, 2015. Retrieved November 1, 2014.
- "Windows 95 Power Management". Archived from the original on March 11, 2010. Retrieved April 19, 2010.
- "Windows power-saving options are, bizarrely, stored in HKEY_CURRENT_USER". Archived from the original on November 27, 2010.
- "How Windows XP Wasted $25 Billion of Energy". November 21, 2006. Archived from the original on November 27, 2006. Retrieved November 21, 2005.
- "Windows Vista Power Management Changes". Archived from the original on March 4, 2016.
- "Windows 7 Processor Power Management". Archived from the original on May 10, 2010. Retrieved April 19, 2010.
- "Windows 7 Timer Coalescing". Archived from the original on April 16, 2009. Retrieved April 21, 2009.
- "Power Management Software for Windows Workstations". Archived from the original on April 26, 2012.
- "Energy Star Commercial Packages List". Archived from the original on November 2, 2008. Retrieved October 28, 2008.
- The Headmasters'; Headmistresses' Conference. "HMC: A Practical Guide to Sustainable Building for Schools". Archived from the original on March 15, 2012.
- "PC Power Management Solutions".
- "Why use software NightWatchman to turn your PCs off?". Archived from the original on January 12, 2012. Retrieved January 15, 2012.
- "University of Oxford Low Carbon Project: Energy and the networked computing environment". Archived from the original on January 12, 2012. Retrieved January 15, 2012.
- "1E upgrades NightWatchman, seeks to bring powermanagement to SMEs: Competitive landscape" (PDF). Archived from the original (PDF) on July 7, 2011.
- "Forrester Study: Total Economic Impact of Faronics Power Save" (PDF). Archived (PDF) from the original on December 3, 2010. Retrieved June 9, 2011.
- "Going Green: University of California, Berkeley" (PDF). Archived (PDF) from the original on September 24, 2015. Retrieved April 23, 2015.
- "Linux 2.6.12-rc5 log with the conservative frequency scaling patches". Archived from the original on June 29, 2013. Retrieved February 13, 2017.
- "Strom sparen (in Ubuntu)". Archived from the original on February 14, 2017. Retrieved February 13, 2017.
- "Power management (In Gentoo)". Archived from the original on February 14, 2017. Retrieved February 13, 2017.
- "KDE 4.2.0 Release Announcement with power management tools". Archived from the original on November 30, 2016. Retrieved February 13, 2017.
- Schuhmann, Daniel (February 28, 2005). "Strong Showing: High-Performance Power Supply Units". Tom's Hardware. Archived from the original on December 16, 2012. Retrieved September 18, 2007.
- "Computer Key Product Criteria". Energy Star. July 20, 2007. Archived from the original on September 28, 2007. Retrieved September 17, 2007.
- Mike Chin (March 8, 2004). "IS the Silent PC Future 2.5-inches wide?". Archived from the original on July 20, 2008. Retrieved August 2, 2008.
- Mike Chin (September 18, 2002). "Recommended Hard Drives". Archived from the original on September 5, 2008. Retrieved August 2, 2008.
- "Super Talent's 2.5" IDE Flash hard drive - The Tech Report - Page 13". The Tech Report. Archived from the original on January 26, 2012. Retrieved September 25, 2012.
- "Power Consumption - Tom's Hardware: Conventional Hard Drive Obsoletism? Samsung's 32 GB Flash Drive Previewed". Tomshardware.com. September 20, 2006. Retrieved September 25, 2012.
- Media Galleries Temporarily Disabled. "Media Galleries Temporarily Disabled - Fusion-io Community Forum". Community.fusionio.com. Retrieved September 25, 2012.
- IBM chief engineer talks green storage Archived May 2, 2013, at the Wayback Machine., SearchStorage - TechTarget
- "Faster, Quieter, Lower: Power Consumption and Noise Level of Contemporary Graphics Cards". X-bit labs. July 30, 2006. Archived from the original on September 4, 2011. Retrieved September 25, 2012.
- Heikenfeld (2011). "A critical review of the present and future prospects for electronic paper". J. Soc. Inf. Display. 19 (2): 129. doi:10.1889/JSID19.2.129.
- "Cree LED Backlight Solution Lowers Power Consumption of LCD Displays". May 23, 2005. Archived from the original on February 7, 2009. Retrieved September 17, 2007.
- "Reuse your electronics through donation » Earth 911". Web.archive.org. April 13, 2010. Archived from the original on May 3, 2008. Retrieved September 25, 2012.
- Delaney, John (September 4, 2007). "15 Ways to Reinvent Your PC". PC Magazine. 26 (17). Archived from the original on May 2, 2008. Retrieved August 29, 2017.
- "Staples Launches Nationwide Computer and Office Technology Recycling Program". Staples, Inc. May 21, 2007. Retrieved September 17, 2007.
- "Goodwill Teams with Electronic Recyclers to Recycle eWaste". Earth 911. August 15, 2007. Archived from the original on July 25, 2008. Retrieved September 17, 2007.
- Refilled ink cartridges, paper recycling, battery recycling
- Segan, Sascha (October 2, 2007). "Green Tech: Reduce, Reuse, That's It". PC Magazine. 26 (19): 56. Archived from the original on October 25, 2007. Retrieved November 7, 2007.
- Royte, Elizabeth (2006). Garbage Land: On the Secret Trail of Trash. Back Bay Books. pp. 169–170. ISBN 0-316-73826-3.
- "e-waste take-back still very low". GreenIT.fr. February 9, 2011. Archived from the original on February 13, 2011. Retrieved February 9, 2011.
- "Green Computing and Privacy Issues". MySecureCyberspace. Archived from the original on October 28, 2012. Retrieved September 25, 2012.
- "Microsoft-backed research suggests big energy reductions from cloud". ZDNet. November 4, 2010. Archived from the original on December 8, 2015. Retrieved September 3, 2015.
- "Google Scholar Citations". scholar.google.com.pk. Retrieved May 5, 2016.
- Cuadrado-Cordero, Ismael, “Microclouds: an approach for a network-aware energy-efficient decentralised cloud,” Archived June 28, 2018, at the Wayback Machine. PhD thesis, 2017.
- E. Curry, B. Guyon, C. Sheridan, and B. Donnellan, “Developing an Sustainable IT Capability: Lessons From Intel’s Journey,” MIS Quarterly Executive, vol. 11, no. 2, pp. 61–74, 2012.
- "EPA Office Building Energy Use Profile" (PDF). EPA. August 15, 2007. Archived from the original (PDF) on March 6, 2009. Retrieved March 17, 2008.
- "What Is Green IT?". Archived from the original on April 15, 2008. Retrieved March 17, 2008.
- "Archived copy" (PDF). Archived (PDF) from the original on May 7, 2013. Retrieved July 31, 2013.
- Puglia, Virgilio (January 2013). "Energy indices for environmental sustainability". International Journal of Technology Marketing. 8 (1/2013). Archived from the original on May 30, 2016.
- "Archived copy". Archived from the original on August 26, 2016. Retrieved October 13, 2017.
- "ICT Sustainability Course". Australian National University. January 1, 2012. Retrieved February 5, 2012.
- "Green ICT Strategies (Revision 1)". Athabasca University. September 6, 2011. Archived from the original on April 26, 2012. Retrieved February 5, 2012.
- "ICT Sustainability: Assessment and Strategies for a Low Carbon Future". Tomw Communications Pty, Limited. September 6, 2011. Archived from the original on March 21, 2012. Retrieved February 5, 2012.
- "MSc Sustainable Computing Course". Leeds Beckett University. January 1, 2012. Archived from the original on October 4, 2014. Retrieved April 26, 2012.
- "Green Computing Initiative Certification". Green Computing Initiative. Archived from the original on May 30, 2011. Retrieved February 5, 2012.
- "Singapore Certified Green IT Professional". Singapore Infocomm Technology Federation. 2012. Archived from the original on December 24, 2012. Retrieved February 5, 2012.
- "Green Technology Strategies Course". Australian Computer Society. November 29, 2011. Archived from the original on March 2, 2011. Retrieved February 5, 2012.
- "Green Computing Blog by students of IE Business School". Wordpress. Archived from the original on March 22, 2014. Retrieved June 12, 2012.
- "http://greenteamforgreenit.blogspot.com.es/ Archived March 13, 2013, at the Wayback Machine." - Green Team for Green IT : A blog by MBA students from IE Business School to spread an understanding on the importance, effects, and implications of Green IT for Business
- "Greenpeace #ClickClean". Greenpeace. Archived from the original on May 8, 2017. Retrieved April 26, 2017.