Green Cloud Job Scheduling and Load Balancing Using Hybrid Biogeography Based Optimization and Genetic Algorithm: A Proposed Approach

Sharma, Yashika; Lakra, Sachin

doi:10.1007/978-981-15-2329-8_19

Cited by 3 publications

(3 citation statements)

References 9 publications

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“…Infrastructure as a Service was set up on these two Fedora servers using open source OpenStack cloud computing setup software. To maintain intercloud priority queues and a load balancer, a proxy server configured with an open source operating system was set up between the two Fedora servers [7,13].…”

Section: Methodsmentioning

confidence: 99%

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Rational load balancing in collaborated cloud computing environments^*

Joshi

2024

Eng. Res. Express

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Optimum efficiency and fault tolerance are the most demanding and challenging issues in the domain of performance and reliability management in cloud computing environments. Optimized resource utilization is a key aspect for yielding efficiency in cloud platforms. Workload balancing through resource sharing is one of the key solutions for attaining performance in cloud environments. In addition, multiple cloud environments join hands to offer performance and fault tolerance through resource sharing. We provide a better and cloud-instances’ priority-based efficient load balancing method for collaborative cloud platforms. The recommended efficient load balancing method shortens the waiting timespan and overcomes the starvation problem of low priority instances in intercloud environments. A functional prototype of the recommended load balancing method was deployed on a physical cloud infrastructure which was setup with the OpenStack cloud software on the Fedora Linux operating system. The pilot project execution findings exhibit a reduction in the timespan borne by instances for executing load balancing. This technique is useful for attaining fault tolerance and efficient resource utilization in intracloud and intercloud environments.

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Section: Methodsmentioning

confidence: 99%

“…According to [13], green cloud computing environments help address energy consumption and operational costs. The suggested load sharing technique, is implemented on green cloud computing in line with process scheduling with the objective of energy conservation.…”

Section: Literature Reviewmentioning

confidence: 99%

Rational load balancing in collaborated cloud computing environments^*

Joshi

2024

Eng. Res. Express

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“…This technology also reduces the usage of harmful chemicals and materials for computer systems and uses "biodegradable materials" with the aim of increasing "energy efficiency". Using GCC enables the conservation of energy along with reducing carbon emissions and e-waste [9]. Additionally, it reduces e-wastes, such as harmful chemicals, polluting gas emissions and hazardous parts that can affect the environment, human health and the network as well.…”

Section: Evaluation Of the Impact Of Green Cloud Computing On Environ...mentioning

confidence: 99%

Untitled

2022

2583-0805

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Cloud computing refers to utilising different computer systems at the same time. GCC can be regarded as a differentiated cloud computing system that helps to promote environmental sustainability. The present study has been carried out to evaluate the impact of using Green Cloud Computing or GCC for fostering environmental sustainability. The research has been conducted by following a secondary qualitative data collection method and the collected data has been analysed by thematic analysis. The Materials and Methods section consists of the appropriate methods and techniques chosen by the researcher. The findings of the study suggest that the functions of GCC highly differ from "traditional cloud computing technology" and help to foster sustainable practices. The main contributions of GCC have been observed to be reducing energy and power consumption, increasing "energy efficiency", decreasing costs and increasing operational efficiency. Therefore, this technology can be considered to be among the technologies with an effective impact on the surrounding environment. The following research has been aimed to assess the influence and effectiveness of GCC in order to foster sustainability. It has been observed that utilising GCC can help to integrate potential tools and systems for encouraging sustainability within the operations and can reduce operational costs by reducing energy usage. Though it consists of several drawbacks, such as expensive implementation costs and comparatively low knowledge among the employees, promoting effective strategies and practices can prevent these issues. Integration of GCC is crucial for lowering the carbon footprint of a business and increasing the efficiency of technology and systems.

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Utilisation of Green Cloud Computing: A Way towards Sustainable Environment

Mane¹

2022

2583-0805

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Cloud computing refers to utilising different computer systems at the same time. GCC can be regarded as a differentiated cloud computing system that helps to promote environmental sustainability. The present study has been carried out to evaluate the impact of using Green Cloud Computing or GCC for fostering environmental sustainability. The research has been conducted by following a secondary qualitative data collection method and the collected data has been analysed by thematic analysis. The Materials and Methods section consists of the appropriate methods and techniques chosen by the researcher. The findings of the study suggest that the functions of GCC highly differ from “traditional cloud computing technology” and help to foster sustainable practices. The main contributions of GCC have been observed to be reducing energy and power consumption, increasing “energy efficiency”, decreasing costs and increasing operational efficiency. Therefore, this technology can be considered to be among the technologies with an effective impact on the surrounding environment. The following research has been aimed to assess the influence and effectiveness of GCC in order to foster sustainability. It has been observed that utilising GCC can help to integrate potential tools and systems for encouraging sustainability within the operations and can reduce operational costs by reducing energy usage. Though it consists of several drawbacks, such as expensive implementation costs and comparatively low knowledge among the employees, promoting effective strategies and practices can prevent these issues. Integration of GCC is crucial for lowering the carbon footprint of a business and increasing the efficiency of technology and systems. Keyword : Environment Friendly, Environmental Sustainability, Green Cloud Computing, Traditional Cloud Computing Technology.

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Green Cloud Job Scheduling and Load Balancing Using Hybrid Biogeography Based Optimization and Genetic Algorithm: A Proposed Approach

Cited by 3 publications

References 9 publications

Rational load balancing in collaborated cloud computing environments^*

Rational load balancing in collaborated cloud computing environments^*

Untitled

Utilisation of Green Cloud Computing: A Way towards Sustainable Environment

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Green Cloud Job Scheduling and Load Balancing Using Hybrid Biogeography Based Optimization and Genetic Algorithm: A Proposed Approach

Cited by 3 publications

References 9 publications

Rational load balancing in collaborated cloud computing environments *

Rational load balancing in collaborated cloud computing environments *

Untitled

Utilisation of Green Cloud Computing: A Way towards Sustainable Environment

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Resources

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Rational load balancing in collaborated cloud computing environments^*

Rational load balancing in collaborated cloud computing environments^*