Effective Resource Allocation in Fog for Efficient Energy Distribution
| Autor: | Syed Muhammad Saleh Arfi, Abdullah Sadam, Nadeem Javaid, Muhammad Yousaf, Abdul Wasi Zia, Muhammad Usman Sharif |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Insertion sort
business.industry Computer science Distributed computing Response time 020206 networking & telecommunications Cloud computing 02 engineering and technology Load balancing (computing) Grid computer.software_genre Virtual machine 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Macro business computer Efficient energy use |
| Zdroj: | Advances in Network-Based Information Systems ISBN: 9783319985299 NBiS |
| DOI: | 10.1007/978-3-319-98530-5_21 |
| Popis: | Fog computing is used to distribute the workload from cloud, decrease Network Latency (NL) and Service Response Time (SRT). Cloud have the capability to respond to too many requests from consumer side, however, the physical distance between a consumer and cloud is far than the consumer and fog. Fog is limited to a specific location, moreover, fog is meant to deal requests locally and helps out in processing the Consumer’s Requests (CRs) and provide efficient response. A fog holds the consumer’s data temporarily, processes it and provides response then sends it to cloud for permanent storage. Apart from this, it also sends the consumer’s data when Micro Grids (MGs) are not able to fulfill the consumer’s energy demand. Cloud communicates with Macro Grid. Fog and cloud computing concepts are integrated to create an environment for effective energy management of a building in a residential cluster. Fog deals with requests at the consumer’s end, because it is nearer to the consumer than a cloud. The theme of this paper is efficient allocation of Virtual Machines (VMs) in a fog, therefore, Insertion Sort Based Load Balancing Algorithm (ISBLBA) is used for this purpose. Simulations have been conducted, comparing ISBLBA to Round Robin (RR) technique and results regarding fog performance, cluster performance and cost are elucidated in the Sect. 5. |
| Databáze: | OpenAIRE |
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