We survey different programming models for the Cloud, including the popular MapReduce Model and others which improve upon its shortcomings. Further, we look at models which are promising alternatives to these parallel programming models. MapReduce uses a Schedulling mechanism to optimise node utilization.

Jan 1, 2014 · In recent years, Cloud Computing has led to the design and development of diverse programming models for Enormous Data Processing and Compute Intensive Applications. We survey different...

Oct 8, 2018 · Customarily, there are main five characteristics of cloud. They are the following: 1. On-demand self-service. With this feature, one can individually establish the automatic server time and network storage capabilities of computing. This is possible without interacting with the humans and with the service providers. 2. Broad Network Access.

Aug 22, 2024 · In this Cloud Computing Tutorial, you will learn the basic concepts of cloud computing, which include multiple service models, deployment models, the infrastructure of cloud computing, and virtualization in cloud computing. We have also covered the advanced concepts of cloud computing, which will help you to learn more depth about cloud computing.

6.10.1 Programming Models in Cloud. There are different programming models that are used for solving vari- ous compute- or data-intensive problems in cloud. The model to be selected depends on the nature of the problem and also on the QoS expected from the cloud environment.

The document discusses different cloud programming models including thread programming, task programming, and map-reduce programming.

Mar 15, 2023 · Cloud computing has transformed over the last decade from a model where the users rented Virtual Machines (VMs) in data centres as remote, hosted servers for the application, to today’s model where the application components can additionally be hosted as ‘micro-services’, ‘server less’ as bare functions, or simply using third party applications ...

Apr 10, 2025 · In general, Cloud Computing Models are widely classified into 4 types. They are as follows: 1. IaaS (Infrastructure as a Service) It provides scalable and virtualized computing resources like servers, storage, and networking over the internet.

We survey different programming models for the Cloud, including the popular MapReduce Model and others which improve upon its shortcomings. Further, we look at models which are promising alternatives to these parallel programming models.