Big Data & Cloud Computing

Cloud Computing is a process of delivering/enabling scalable, expandable and almost perfectly elastic software services using internet technologies. It is a method of delivering Software as a Service , delivered in a pay-per-use basis. It provides self service capabilities to users with scalable features to increase usage on requirement. Public cloud delivers IT resources and services over the internet to the public.

The cloud continues to evolve, and Salesforce continues to be a leader in remote delivery of computing solutions for businesses. It didn’t take long for Salesforce.com to become a pioneer in cloud-based computing. In 1999, Salesforce launched CRM software in the cloud designed to replace traditional desktop CRM software. Outdated off-the-shelf software — Software updates used to require major expenditures every few years to buy the latest version of important programs.

How Does Cloud Computing Work?

In layman’s terms, Cloud Computing is defined as a virtual platform that allows you to store and access your data over the internet without any limitations. Platform as a service has everything you need for your business applications. It comes complete with infrastructures such as networking, online storage, and servers, as well as database management systems, development tools, and more. PaaS is designed to help create, test, develop, and update your application. Your cloud computing provider will give you a slice of their digital space that they must share with other tenants. Cloud service providers store redundant backups across several data centers. Even if there is a problem in one of their data centers, your data is safely stored somewhere else.

This provides businesses with the ability to recover their data should it get ransomed, accidentally deleted, or destroyed by a flood, fire, or other natural disasters. The central advantage of public cloud is that it offers great agility and elasticity—consumers can burst, expand, or contract resource consumption on the fly to satisfy seasonal demand or to accelerate software development. Public cloud can offer lower costs, particularly for use cases with unpredictable or intermittent demand—doing away with the need to invest in and maintain IT resources that are not being used consistently.

As healthcare also comes in the list of examples of cloud computing it allows other doctors around the world to immediately access this medical information for faster prescriptions and updates. Application of cloud computing in health care includes telemedicine, public and personal health care, E-health services and bioinformatics.

This has helped many businesses’ services generate revenue much sooner after they go live. Since the birth of industry and commerce, humans have needed increasingly better ways to store data and cloud computing definition access it whenever required. While valuable information was stored physically on paper in the pre-computer era, today, data is predominantly stored in hard drives of computers and servers.

Big Data Analytics

A hybrid cloudunites your public and private cloud so that you can share applications and data between them as needed. This gives your business the flexibility to run applications in a way that helps maximize potential cost savings and use of resources while meeting requirements for scalability and control. Construction of the large data centres that run cloud-computing services often requires investments of hundreds of millions of dollars. The centres typically contain thousands of server computers networked together into parallel-processing or grid-computing systems.

In Experiment 1, when we change the configuration of the computing facilities, the performance of the model does not always improve linearly with the increase of computing power. This helps scientists configure instances tailored to particular models. Because the instances can be destroyed when finishing a project, no ongoing maintenance effort is needed. Cloud computing providers build up one or more large data centers by connecting a large number of nodes and network devices. Then they provide different services based on data centers, such as infrastructure services, platform services, storage services, and software services. The best cloud providers invest in every layer of cloud security as part of their overall design across global data center regions. Such a multilayer secure cloud approach offers security at the level the customer’s business requires.

Adobe Creative Cloud

Public-resource computing—This type of distributed cloud results from an expansive definition of cloud computing, because they are more akin to distributed computing than cloud computing. Function as a service is a service-hosted remote procedure call that leverages serverless computing to enable the deployment of individual functions in the cloud that run in response to events. FaaS is considered by some to come under the umbrella of serverless computing, while some others use the terms interchangeably. Capabilities can be elastically provisioned and released, in some cases automatically, to scale rapidly outward and inward commensurate with demand. To the consumer, the capabilities available for provisioning often appear unlimited and can be appropriated in any quantity at any time. Performance is monitored by IT experts from the service provider, and consistent and loosely coupled architectures are constructed using web services as the system interface. In 2009, the government of France announced Project Andromède to create a “sovereign cloud” or national cloud computing, with the government to spend €285 million.

The United States government and large corporations, its first customers, were eager to get their hands on this state-of-the-art technology. The UNIVAC I’s price tag, along with its large size and electricity consumption, required substantial care and maintenance. They were not only expensive to purchase, but they were expensive to operate. Secure — Information is not vulnerable to a flood, fire, natural disaster, or hardware failure in one location. Security protocols and infrastructure are constantly analyzed and updated to address new threats. Cost-effective — Businesses only pay for what they use, usually on a per-month, per-seat basis.

Large servers — Businesses no longer need to house banks of servers in well-ventilated closets or equipment rooms. Von Laszewski, Gregor, et al. “Comparison of multiple cloud frameworks.”, IEEE 5th International Conference on Cloud Computing , 2012.

Public cloud services provide their services over the Internet for a fee. Private cloud services, on the other hand, only provide services to a certain number of people. There is also a hybrid option, which combines elements of both the public and private services. Know how these resources will be used; they do not have to pay for the maintenance of datacenters, as the Cloud computing providers own and maintain the networked hardware required for these application services. For decades, efforts to create microsoft deployment toolkit large-scale computer utilities were frustrated by constraints on the capacity of telecommunications networks such as the telephone system. It was cheaper and easier for companies and other organizations to store data and run applications on private computing systems maintained within their own facilities. With Software as a Service becoming increasingly popular, keeping up-to-date with cloud infrastructure best practices and the types of data that can be stored in large quantities is crucial.

AWS Lambda, Google Cloud Functions and Azure Functions are examples of serverless computing services. Protecting your company’s data and applications is critical to maintaining your competitive edge, reputation, and ability to do business as usual.

Servers maintained by cloud computing can fall to natural disasters and internal bugs. They deliver e-Governance services to citizens using cloud-based IT services. They have the technology to handle large transactions, citizens can see fewer congestion bottlenecks.

Let’s now dive into what is cloud computing and understand the concept of cloud. We no longer need dial-up, film development, CDs, maps, floppy discs, movie rental stores, maps, VCRs, CDs, or PDAs anymore. Those technologies have all been outdated and made obsolete by newer and better inventions. Forrester predictsthat customers who were hesitant to cloud adoption will become the fastest-growing user segment and will grow by 30% in 2018. Regardless of how large your company is or what industry it serves, there will always be a cloud solution that best fits your needs. Take the time to compare the advantages and disadvantages of each kind before deciding. You should evaluate cloud options to decide which is best for you and your business.

Platform as a Service – A cloud service provider provides the infrastructure that an organization can use to build computing and storage resources. PaaS gives customers the advantage of accessing the developer tools they need to build and manage mobile and web applications without investing in—or maintaining—the underlying infrastructure. The provider hosts the infrastructure and middleware components, and the customer accesses those services via a web browser. For customers, cloud computing offers more agility, scale, and flexibility. Instead of spending money and resources on legacy IT systems, customers are able to focus on more strategic tasks. Without making a large upfront investment, they can quickly access the computing resources they need—and pay only for what they use. In this model, you are supplied with a pre-built platform from the cloud providers, where you can deploy your codes and applications.

• The public cloud, powered by Intel, gives you additional capacity to speed your innovation.
• Cloud bursting is an application deployment model in which an application runs in a private cloud or data center and “bursts” to a public cloud when the demand for computing capacity increases.
• IaaS provides users on-demand access to the fundamental infrastructure resources needed to deploy and run software, such as operating systems and applications.

Software and platforms are managed by the providers and are updated continuously for maximum performance and security. Computing power is remote instead of centralized, so users can tap into extra capacity if business spikes.

Cloud computing can also be thought of as utility computing, or on-demand computing. SaaS or software-as-a-service uses cloud computing to provide users with access to a program via the Internet. Software-as-a-service involves the licensure of a software application to customers. Licenses are typically provided through a pay-as-you-go model or on-demand. Hybrid clouds are, as the name implies, a combination of both public and private services.