This document discusses green cloud computing. It begins by defining cloud computing and green computing, noting that cloud computing requires large data centers that consume significant energy. It then discusses how green cloud computing aims to reduce this energy usage through techniques like server virtualization and energy-aware resource allocation. Specific strategies that cloud providers and data centers are taking to improve energy efficiency are also summarized, such as geographic placement of data centers and measures to optimize cooling.
In today’s world the growing demand for knowledge has made cloud computing a center of attraction. Cloud computing is providing utility based services to all the users worldwide. It enables presentation of applications from consumers, scientific and business domains. However, data centers created for cloud computing applications consume huge amounts of energy, contributing to high operational costs and a large amount of carbon dioxide emission to the environment. With enhancement of data center, the power consumption is increasing at such a rate that it has become a key concern these days because it is ultimately leading to energy shortcomings and global climatic change. Therefore, we need green cloud computing solutions that can not only save energy, but also reduce operational costs.
In today’s world the growing demand for knowledge has made cloud computing a center of attraction. Cloud computing is providing utility based services to all the users worldwide. It enables presentation of applications from consumers, scientific and business domains. However, data centers created for cloud computing applications consume huge amounts of energy, contributing to high operational costs and a large amount of carbon dioxide emission to the environment. With enhancement of data center, the power consumption is increasing at such a rate that it has become a key concern these days because it is ultimately leading to energy shortcomings and global climatic change. Therefore, we need green cloud computing solutions that can not only save energy, but also reduce operational costs.
This presentation brings insights on cloud and green cloud computing and briefs the readers with its potential in india and how it can be achieved. Numerous insights have been collectively put in into this presentation.
Cloud computing & energy efficiency using cloud to decrease the energy use in...Puru Agrawal
Cloud can be used to decrease the energy use in large companies. This presentation deals with a model which explains as how cloud can be used to decrease the energy uses. This is a field related to green computing and minimum use of energy resources.
Distributed computing deals with hardware and software systems containing more than one processing element or storage element, concurrent processes, or multiple programs, running under a loosely or tightly controlled regime. In distributed computing a program is split up into parts that run simultaneously on multiple computers communicating over a network. Distributed computing is a form of parallel computing, but parallel computing is most commonly used to describe program parts running simultaneously on multiple processors in the same computer. Both types of processing require dividing a program into parts that can run simultaneously, but distributed programs often must deal with heterogeneous environments, network links of varying latencies, and unpredictable failures in the network or the computers.
ABSTRACT
Cloud computing promises to significantly change the way we use computers and access and store our personal and business information. With these new computing and communications paradigms arise new data security challenges. Existing data protection mechanisms such as encryption have failed in preventing data theft attacks, especially those perpetrated by an insider to the cloud provider. For securing user data from such attacks a new paradigm called fog computing can be used. Fog Computing is a paradigm that extends Cloud computing and services to the edge of the network. Similar to Cloud, Fog provides data, compute, storage, and application services to end-users. The motivation of Fog computing lies in a series of real scenarios, such as Smart Grid, smart traffic lights in vehicular networks and software defined network .This technique can monitor the user activity to identify the legitimacy and prevent from any unauthorized user access. Here we have discussed this paradigm for preventing misuse of user data and securing information.
Energy Saving by Virtual Machine Migration in Green Cloud Computingijtsrd
Nowadays the innovations have turned out to be so quick and advanced that enormous all big enterprises have to go for cloud. Cloud provides wide range of services, from high performance computing to storage. Datacenter consisting of servers, network, wires, cooling systems etc. is very important part of cloud as it carries various business information onto the servers. Cloud computing is widely used for large data centers but it causes very serious issues to environment such as heat emission, heavy consumption of energy, release of toxic gases like methane, nitrous oxide, carbon dioxide, etc. High energy consumption leads to high operational cost as well as low profit. So we required Green cloud computing, which very environment friendly and energy efficient version of the cloud computing. In this paper the major issues related to cloud computing is discussed. And the various techniques used to minimize the power consumption are also discussed. Ruhi D. Viroja | Dharmendra H. Viroja"Energy Saving by Virtual Machine Migration in Green Cloud Computing" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-1 , December 2016, URL: http://www.ijtsrd.com/papers/ijtsrd104.pdf http://www.ijtsrd.com/engineering/computer-engineering/104/energy-saving-by-virtual-machine-migration-in-green-cloud-computing/ruhi-d-viroja
This presentation brings insights on cloud and green cloud computing and briefs the readers with its potential in india and how it can be achieved. Numerous insights have been collectively put in into this presentation.
Cloud computing & energy efficiency using cloud to decrease the energy use in...Puru Agrawal
Cloud can be used to decrease the energy use in large companies. This presentation deals with a model which explains as how cloud can be used to decrease the energy uses. This is a field related to green computing and minimum use of energy resources.
Distributed computing deals with hardware and software systems containing more than one processing element or storage element, concurrent processes, or multiple programs, running under a loosely or tightly controlled regime. In distributed computing a program is split up into parts that run simultaneously on multiple computers communicating over a network. Distributed computing is a form of parallel computing, but parallel computing is most commonly used to describe program parts running simultaneously on multiple processors in the same computer. Both types of processing require dividing a program into parts that can run simultaneously, but distributed programs often must deal with heterogeneous environments, network links of varying latencies, and unpredictable failures in the network or the computers.
ABSTRACT
Cloud computing promises to significantly change the way we use computers and access and store our personal and business information. With these new computing and communications paradigms arise new data security challenges. Existing data protection mechanisms such as encryption have failed in preventing data theft attacks, especially those perpetrated by an insider to the cloud provider. For securing user data from such attacks a new paradigm called fog computing can be used. Fog Computing is a paradigm that extends Cloud computing and services to the edge of the network. Similar to Cloud, Fog provides data, compute, storage, and application services to end-users. The motivation of Fog computing lies in a series of real scenarios, such as Smart Grid, smart traffic lights in vehicular networks and software defined network .This technique can monitor the user activity to identify the legitimacy and prevent from any unauthorized user access. Here we have discussed this paradigm for preventing misuse of user data and securing information.
Energy Saving by Virtual Machine Migration in Green Cloud Computingijtsrd
Nowadays the innovations have turned out to be so quick and advanced that enormous all big enterprises have to go for cloud. Cloud provides wide range of services, from high performance computing to storage. Datacenter consisting of servers, network, wires, cooling systems etc. is very important part of cloud as it carries various business information onto the servers. Cloud computing is widely used for large data centers but it causes very serious issues to environment such as heat emission, heavy consumption of energy, release of toxic gases like methane, nitrous oxide, carbon dioxide, etc. High energy consumption leads to high operational cost as well as low profit. So we required Green cloud computing, which very environment friendly and energy efficient version of the cloud computing. In this paper the major issues related to cloud computing is discussed. And the various techniques used to minimize the power consumption are also discussed. Ruhi D. Viroja | Dharmendra H. Viroja"Energy Saving by Virtual Machine Migration in Green Cloud Computing" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-1 , December 2016, URL: http://www.ijtsrd.com/papers/ijtsrd104.pdf http://www.ijtsrd.com/engineering/computer-engineering/104/energy-saving-by-virtual-machine-migration-in-green-cloud-computing/ruhi-d-viroja
Green computing is the practice of designing, developing, using, and disposing of computer hardware, software, and systems in an environmentally friendly way. This involves reducing the environmental impact of computing by minimizing energy consumption, reducing electronic waste, and using sustainable materials. Green computing is becoming increasingly important as the use of technology continues to grow and the environmental impact of technology becomes more apparent.
The next hope of future is a green computingahmad satar
Green IT (Information Technology) or Green Technology refers to the durable computing of the environment which means eco-friendly use of computers, and it’s related resources.
Xergy Consulting surveys the programs, standards, and metrics used to evaluate the environmental performance of data centers. What are we missing? What information do we lack to fully evaluate the greenness of clouds?
Energy Saving by Migrating Virtual Machine to Green Cloud Computingijtsrd
Green computing is characterized as the examination and practice of structuring, assembling, utilizing, and discarding PCs, servers, and related subsystems, for example, screens, printers, storage gadgets, and systems administration and interchanges frameworks proficiently and successfully with negligible or no effect on the earth. The objective of green computing is to diminish the utilization of hazardous materials, amplify energy proficiency during the items lifetime, and advance the recyclability of obsolete items and factory waste. Green computing can be accomplished by either Product Longevity Resource distribution or Virtualization or Power management. power is the bottleneck of improving the system execution. Among all industries, the information communication technology ICT industry is seemingly answerable for a bigger segment of the overall development in energy utilization. The objective of green cloud computing is to advance the recyclability or biodegradability of outdated items and factory waste by diminishing the utilization of hazardous materials and amplifying the energy productivity during the items lifetime. Stephen Fernandes "Energy Saving by Migrating Virtual Machine to Green Cloud Computing" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-3 , April 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30422.pdf Paper Url :https://www.ijtsrd.com/computer-science/distributed-computing/30422/energy-saving-by-migrating-virtual-machine-to-green-cloud-computing/stephen-fernandes
Improved performance through carbon aware green cloud policyIjrdt Journal
Cloud computing and Green computing are two most emergent areas in information communication technology (ICT) with immense applications in the entire globe. Due to tremendous improvements in computer networks, the people prefer the Network-based computing instead of doing something in an in-house based computing. In any business sectors, daily business and individual computing are now migrating from individual hard drives to internet servers. Therefore more and more companies are investing in building large datacenters to host Cloud services. These datacenters not only consume huge amount of energy but are also very complex in the infrastructure itself. Certain studies propose to make these datacenters energy efficient by using technologies such as virtualization and consolidation. These solutions are mostly cost driven and thus, do not directly address the critical impact on the environmental sustainability in terms of CO2 emissions. Hence, in this work, we propose a user-oriented Cloud architectural framework, i.e. Carbon Aware Green Cloud Architecture, which addresses this environmental problem from the overall usage of Cloud Computing resources.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
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The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
The A318, A319, A320 and A321 are twin-engine subsonic medium range aircraft.
The family offers a choice of engines
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Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
2. ABSTRACT
Cloud computing provides computing power and resources as a
service to users across the globe.
This scheme was introduced as a means to an end for customer’s
worldwide, providing high performance at a cheaper cost when
compared to dedicated high-performance computing machines.
This provision requires huge data-centers to be tightly-coupled
with the system, the increasing use of which yields heavy
consumption of energy and huge emission of CO2.
Since energy has been a prime concern of late, this issue
generated the importance of green cloud computing that
provides techniques and algorithms to reduce energy wastage by
incorporating its reuse.
GREEN CLOUD COMPUTING 2
3. INTRODUCTION
WHAT 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.
GREEN CLOUD COMPUTING 3
5. What 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.
GREEN CLOUD COMPUTING 5
6. 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.
GREEN CLOUD COMPUTING 6
7. Green Cloud 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!
GREEN CLOUD COMPUTING 7
8. Green Cloud Computing
Supply Chain Energy Usage
“Green” Data Centers
Steps : -
1. Diagnose opportunities & problems
2. Measure & Manage
3. Cool-”blanking panels”
4. Virtualize
5. Build
Server Virtualization
Energy-Aware Consolidation
GREEN CLOUD COMPUTING 8
10. GREEN CLOUD COMPUTING 10
Cloud Platform
Usage based
economics
(CapEx to OpEx)
Low IT skill to
implement
Accessed via
the internet
Third party provider
11. Cloud Providers Measures
Cloud service providers need to adopt measures to ensure that
their profit margin is not dramatically reduced due to high
energy costs.
1. 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.
2. Google, Microsoft, and Yahoo are building large data centers in
barren desert land surrounding the Columbia River, USA to exploit
cheap hydroelectric power.
GREEN CLOUD COMPUTING 11
12. Green IT in developing regions
Development of ICT
Moving Processor and Data closer to the User
Public Policy measures-Germany example, PPP
Locating Data Centers in the developing world
Economic Growth
GREEN CLOUD COMPUTING 12
13. Balancing Energy in Data
Centers
Components : - Data Storage, Servers, LAN
Power Consumption
Hard Disk Arrays-Long term Storage
Server Consolidation
GREEN CLOUD COMPUTING 13
14. Performance 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.
GREEN CLOUD COMPUTING 14
15. Energy Aware Data Center Management
OLPC Project
Low Power Computing Platforms- Modern Data
Centers
“Managing” computing load
Prioritization
Virtualization technologies for Data Centers
Cooling Data Centers- “42%”
Used in Solar PV Systems
GREEN CLOUD COMPUTING 15
17. Case Study in South Africa
Cell Phone Company
Concerns : -
1. Test Environment Resource Availability
2. No good Scheduling Process
3. Server Waste
Private Cloud Designed
Benefits : -
1. Reduced time to test servers
2. Tight Scheduling
3. Reduced people resources
4. “Eliminates Cloud Security”
5. Reduced test server waste
GREEN CLOUD COMPUTING 17
18. Case 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
GREEN CLOUD COMPUTING 18
19. Indian Scenario
Green ICT Standardization in India : - GISFI
Started in 2010
Background info
1. High GHG emission
2. Fastest mobile subscriber growth rate
3. Erratic power supply
4. No network optimization
Solutions : -
1. To reduce carbon intensity by 20-25 % using fuel efficiency
standards
2. Network deployment by developing energy efficient base stations
GREEN CLOUD COMPUTING 19
20. Indian Scenario
Data Centers:
1. As of 2007, 14% of all ICT emission is caused by Data
Centers
2. Roughly 50% of the emission due to data centers is due
to power system losses and cooling loads
3. Rapid Growth in use of IPTV, VOIP, enterprise IT
4. Use of both Corporate and Internet Data Centers.
GREEN CLOUD COMPUTING 20
21. Conclusion
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.
GREEN CLOUD COMPUTING 21
22. References
Green Cloud Computing : Balancing Energy in Processing,
Storage, and Transport By Jayant Baliga, Robert W. A. Ayre, Kerry
Hinton, and Rodney S. Tucker
An Intelligent Cloud Computing Architecture Supporting e-
Governance by Rajkumar Sharma and Priyesh Kanungo
PUE: The Green Grid metric for evaluating the energy efficiency
in DC (Data Center). Measurement method using the Power
Demand by Enrique laureguialzo
Green IT and use of Private Cloud Computing in South Africa by
John Lamb
GREEN CLOUD COMPUTING 22
Transition from:
Capital Based Expenditure(CapEx) to Operation Based Expenditure(OpEx)
PUE Definition
Overall Power Drawn by the facility divided by the Power Delivered to the Data Centers.
PUE relates the total consumption of the installation with that considered essential to the service: the computer servers(IT Load).
It is the responsibility of the IT manager to reduce the consumption of IT load (renewing servers, virtualizing, etc.), and the
responsibility of the infrastructure manager to reduce the auxiliary consumption (more efficient equipment, free-cooling, etc.)
CUE –Carbon Usage Effectiveness
CUE defines CO2 emissions associated with the DC losses.