Review on data center issues and challenges: Towards the Green Data Center

Bahari, Hazril Izan; Shariff, Siti Salbiah Mohamed

doi:10.1109/iccsce.2016.7893558

Cited by 16 publications

(8 citation statements)

References 27 publications

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“…Data servers use a substantial and growing amount of energy, and there is considerable effort to reduce that energy use [48][49][50] using both thermal management [51][52][53][54], electrical management [55], configuration [56], and smart systems [57]. The concept of green data centers [58,59] is growing. Facebook open sourced their designs [60], and there is even open hardware that could be used to help monitor and improve them [61].…”

Section: Resultsmentioning

confidence: 99%

Energy Conservation with Open Source Ad Blockers

Pearce

2020

Technologies

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Internet-related electricity consumption is rising rapidly as global Internet users spend more than 6.5 h per day online. Open source ad blockers have the potential to reduce the time and thus electricity spent using computers by eliminating ads during Internet browsing and video streaming. In this study, three open source ad blockers are tested against a no-ad blocker control. Page load time is recorded for browsing a representative selection of the globally most-accessed websites, and the time spent watching ads on videos is quantified for both trending and non-trending content. The results show that page load time dropped 11% with AdBlock+, 22.2% with Privacy Badger, and 28.5% with uBlock Origin. Thus, uBlock Origin has the potential to save the average global Internet user more than 100 h annually. The energy conserved if everyone in the United States used the open source ad blocker would save over 36 Americans lives per year if it were to offset coal-fired electricity generated-based pollution. In the United States, if all Internet users enabled Privacy Badger on their computers, Americans would save more than $91 million annually. Globally, uBlock Origin could save consumers more than $1.8 billion/year. Open source ad blockers are a potentially effective technology for energy conservation.

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Section: Resultsmentioning

confidence: 99%

Energy Conservation with Open Source Ad Blockers

Pearce

2020

Technologies

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“…Bahari and Shariff [1] have illustrated the substantial rise in energy use in data centers with the increase in energy demand. It's been suggested that a green data center has been developed, which uses green computing to minimize energy consumption.…”

Section: Related Studies Using Machine Learning Techniquesmentioning

confidence: 99%

“…The major reason for varying emissions on earth is due to human activity. As the atmospheric temperature increases above the normal surface temperature, it leads to global warming [1]. Greenhouse gas emissions are the predominant anthropogenic source of global warming.…”

Section: Introductionmentioning

confidence: 99%

Optimization of power consumption in data centers using machine learning based approaches: a review

Kumar

Khatri

Diván

2022

IJECE

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<span>Data center hosting is in higher demand to fulfill the computing and storage requirements of information technology (IT) and cloud services platforms which need more electricity to power on the IT devices and for data center cooling requirements. Because of the increased demand for data center facilities, optimizing power usage and ensuring that data center energy quality is not compromised has become a difficult task. As a result, various machine learning-based optimization approaches for enhancing overall power effectiveness have been outlined. This paper aims to identify and analyze the key ongoing research made between 2015 and 2021 to evaluate the types of approaches being used by researchers in data center energy consumption optimization using Machine Learning algorithms. It is discussed how machine learning can be used to optimize data center power. A potential future scope is proposed based on the findings of this review by combining a mixture of bioinspired optimization and neural network.</span>

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“…Looking into the IT system, one of the solutions that may reduce the energy consumption in the data center is to adopt the GDC using green computing to solve the issues such as high energy consumption and low utilization rate of equipment [12].…”

Section: Green Data Center (Gdc)mentioning

confidence: 99%

Green IoT: sustainability environment and technologies

2022

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The Internet of Things (IoT) connects everyone in the smart world, so the energy consumption of IoT technology is a challenging and attractive research area. The development of technology in the field of IoT has changed the way of life and enriched society with its benefits, but we must not ignore the fact that IoT consumes energy, contributes to toxic pollution, and generates electrical waste. To increase the benefits and reduce the harmfulness of IoT, there are increasing tendencies to move towards green IoT (G-IoT). The G-IoT is considered the future environmentally friendly IoT. Greening ICT technology plays a key role in G-IoT and promises many benefits to society such as efficient production, and reducing the energy used to design and distribute ICT devices and equipment. This paper will present a comprehensive overview of G-IoT technologies and strategies that demonstrate work and efforts to build a green and smart world, contributing to a safe and healthy environment, smart and high quality of life based on enabling technologies, reducing pollution, and reducing energy consumption. ICT technologies that enable G-IoT include Green RFID, Green Wireless Sensor Network (GWSN), Green Cloud Computing (GCC), Green M2M (G-M2M), and Green Data Center (GDC). The paper will also present an analysis of the importance of environmental technology processes in sustainable development, exploring the principles and roles of G-IoT in the progress of society through examining its potential for improving quality of life, environment, economic growth, and green global modernization.

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Review on data center issues and challenges: Towards the Green Data Center

Cited by 16 publications

References 27 publications

Energy Conservation with Open Source Ad Blockers

Energy Conservation with Open Source Ad Blockers

Optimization of power consumption in data centers using machine learning based approaches: a review

Green IoT: sustainability environment and technologies

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