Artificial Intelligence as a Service becoming Popular in Cloud Computing

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Cloud computing is the concept of storing data on remote servers hosted over the internet to store, manage and process the data, rather than on a local server or personal computer. Cloud computing delivers on-demand computer services like storing data, improving processing speed over the internet. Artificial intelligence as a service is revolutionizing the scope of cloud computing.

How does cloud computing work?

Cloud computing is based on the concept of renting the servers and data centres. Companies can take cloud computing service in rent and pay according to the requirement. This eliminates the complexity and cost of maintaining separate IT staff to maintain the servers. Also, the cloud computing service providers can benefit by providing the same services to a lot of consumers. There are various cloud computing services that are available for example basic storage, domains, improving the processing power, artificial intelligence, and natural language processing. To take these services, you need no to have the physical access to the computer hardware.

Cloud computing offers a wide variety of services. For example Gmail, Google drive. Also, your smartphone backup is also stored in the cloud. Many newly developed apps are integrated with the cloud computing. Data stored on the cloud can be accessed from any place. However, cloud adds more cost to software services and also the risk involved in the cloud service is increased.

Benefits of Cloud Computing

 The benefits of cloud computing may vary from company to company. But the fundamental benefit of using cloud computing is that companies don’t have to maintain their data centres’ an servers.

 Owning servers and data centres also takes away the cost of maintaining them. You have to make necessary updates on the operating systems, eliminating the obsolete hardware and software. But in cloud computing, all these tasks are taken are of by the service provider. Also, the company that is providing cloud computing services is more specialized and have better skills as compared to the small business’s own server maintenance staff.

 Companies no longer have to focus on server maintenance and they can focus more on other important procedures. Also, the companies only pay for the resources they pay for. This helps in cost cutting and saving a huge amount of budget for the company.

Artificial Intelligence in Cloud Computing

Artificial intelligence is the science of making intelligent machines. Artificial intelligence machines have the capability to simulate human behaviour. Artificial intelligence machines scan perform the tasks that would otherwise require human intelligence. They have the capability of perception, problem-solving, decision making and prediction. Examples of artificial intelligence systems are Apple’s Siri, Tesla’s self-driving cars, sports result in prediction systems and many more. Artificial intelligence as a service has helped in making a highly scalable cloud computing systems. Technological giants like Amazon, Microsoft and Google etc. are the biggest cloud storage service, providers. All these are taking help of artificial intelligence applications to expand their services. Artificial intelligence applications have enhanced the existing services like processing speed, data storage and connectivity.

Artificial intelligence applications in the cloud can be classified into two major groups:

1. Cloud Machine Learning Platform: Latest technological platforms in cloud computing like Azure Machine Learning and AWS machine learning enables the creation of machine learning models on the cloud. But only the Google cloud ML enables to use the Tensor Flow. While every other cloud service provider makes use of Torch, Cafe, Thea no etc. Artificial intelligence will enable the use of all AI platforms to be used equally across all platforms.

2. AI Cloud Services: Technology giants like IBM Watson and Microsoft Cognitive services enables to extract the complex artificial intelligence service with the help of simple API calls. This helps in incorporating the artificial intelligence with cloud that too without adding any extra cost. The cloud that is having artificial intelligence capabilities have following characteristics:

Support for artificial intelligence framework

Artificial intelligence enabled cloud service will be able to run machine learning algorithms without making changes in the existing system. All the mainstream AI frameworks would be supported by the cloud, for example, Cafe, Thea no, Torch and many more. Artificial intelligence cloud framework should support all the AI frameworks and should not be constrained to use one single framework.

Management Tools

The current cloud computing services have lack of operation and management tools. Artificial intelligence based cloud computing services have the ability to eliminate this problem. Artificial intelligence as a service has provided tools that can operate and manage the programs or software that are deployed on the cloud servers.

Artificial intelligence infrastructure services

The next generation of artificial intelligence cloud computing will be enhancing the current capabilities of the infrastructure services. In the upcoming future, artificial intelligence services can improve the storage, computing and the security of the cloud servers.

Conclusion

Artificial intelligence as a service is becoming popular in the cloud computing. Artificial

intelligence is revolutionizing the current cloud computing services by adding some very

unique characteristics. Artificial intelligence companies are definitely going to influence

the next generation of the cloud computing. The next generation cloud computing will

support all the artificial intelligence frameworks and can use the capabilities of artificial intelligence to fullest

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Mandeep Kaur
webtunix.com

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