Question 3 of 11intermediate🔍 AnalyzeLong Answer4 marks

Differentiate between cloud computing and grid computing with suitable examples.

Correct Answer

Cloud computing primarily focuses on providing services to users. It allows individuals to run bigger applications or process large amounts of data without having the required storage or processing power on their personal computer, as long as they are connected to the Internet. It offers on-demand resources at a reasonable cost, eliminating the need for huge upfront investments. Examples include Google Doc and Microsoft Office 365, where software is accessed as a service.

In contrast, Grid computing is a network of geographically dispersed and heterogeneous computational resources. Its primary focus is to be application specific and create a sense of a virtual supercomputer with enormous processing power. The constituent resources, called nodes, temporarily come together to solve a single large task and reach a common goal. This is useful for solving computationally intense scientific and research problems without procuring costly hardware.

A major difference lies in their operational model. In cloud computing, specifically IaaS, a service provider rents the required infrastructure to the users. However, in grid computing, multiple computing nodes join together to solve a common computational problem. Grids can be Data grids for managing distributed data or CPU grids for parallel processing.

Exercise: EXERCISE | Q: 5 | (Page Page 15)
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Explanation

The answer differentiates the two concepts based on the provided text. Cloud computing is defined by its service-oriented nature (IaaS, PaaS, SaaS) and on-demand availability (e.g., Google Docs). Grid computing is defined by its architecture as a virtual supercomputer composed of heterogeneous nodes working on specific, often scientific, tasks. The distinction is further clarified by comparing IaaS (rented infrastructure) with Grid (nodes joining to solve a problem).

Solution Steps

  1. Step 1: Define Cloud Computing with a focus on services and on-demand access, citing examples like Google Doc.

  2. Step 2: Define Grid Computing with a focus on application-specific tasks and the concept of nodes forming a virtual supercomputer.

  3. Step 3: Differentiate based on the service model: Cloud (rented infrastructure/IaaS) vs Grid (nodes joining for a common problem).