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Welcome To The Era Of Intelligent Cloud Powered By Machine Learning

The cloud as we know it is going through a massive transformation. What started as an on-demand subscription service for consuming compute, storage, and the network is no more the same. The compute component of the cloud has become table stakes for the vendors in the infrastructure business. Spinning up virtual machines, adding storage, and configuring a network is no more exciting for veteran users. The cloud in its latest avatar is emerging as a data-centric, intelligent platform ready to deal with the next generation of applications and workloads.

At the front and center of this emerging intelligent cloud is Machine Learning (ML), which is undoubtedly the most disruptive technology of this decade. The rise of powerful computing environments based on GPUs and FPGA combined with cheaper but equally powerful storage backed by SSDs made it possible to store and process massive datasets. Machine Learning only gets better with additional data. Over a period, ML programs become intelligent enough to make smart decisions by themselves without the need of human intervention. The datasets required by the ML algorithms are generated by both cloud providers and the customers running their workloads in the cloud. The logs and usage pattern of underlying cloud infrastructure is helping the vendors drive better utilization of servers. As customers consume managed services offered by the cloud platform, they generate additional data which becomes a gold mine for cloud providers. The bottom line is that the cloud has all essential components – ample compute power, abundant storage backend, massive amount of data – to deliver compelling Machine Learning capabilities. This new ability is enabling cloud providers to offer scalable Machine Learning platform in the cloud.

Read the entire article at Forbes

Janakiram MSV is an analyst, advisor, and architect. Follow him on Twitter,  Facebook and LinkedIn.

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Janakiram MSV heads the Cloud Infrastructure Services at Aditi Technologies. He was the founder and CTO of Get Cloud Ready Consulting, a niche Cloud Migration and Cloud Operations firm that recently got acquired by Aditi Technologies. In his current role, he leads a highly talented engineering team that focuses on migrating and managing applications deployed on Amazon Web Services and Microsoft Windows Azure Infrastructure Services.
Janakiram is an industry analyst with deep understanding of Cloud services. Through his speaking, writing and analysis, he helps businesses take advantage of the emerging technologies. He leverages his experience of engaging with the industry in developing informative and practical research, analysis and authoritative content to inform, influence and guide decision makers. He analyzes market trends, new products / features, announcements, industry happenings and the impact of executive transitions.
Janakiram is one of the first few Microsoft Certified Professionals on Windows Azure in India. Demystifying The Cloud, an eBook authored by Janakiram is downloaded more than 100,000 times within the first few months. He is the Chief Editor of a popular portal on Cloud called www.CloudStory.in that covers the latest trends in Cloud Computing. Janakiram is an analyst with the GigaOM Pro analyst network where he analyzes the Cloud Services landscape. He is a guest faculty at the International Institute of Information Technology, Hyderabad (IIIT-H) where he teaches Big Data and Cloud Computing to students enrolled for the Masters course. As a passionate speaker, he has chaired the Cloud Computing track at premier events in India.
He has been the keynote speaker at many premier conferences, and his seminars are attended by thousands of architects, developers and IT professionals. His sessions are rated among the best in every conference he participates.
Janakiram has worked at the world-class product companies including Microsoft Corporation, Amazon Web Services and Alcatel-Lucent. Joining as the first employee of Amazon Web Services in India, he was the AWS Technology Evangelist. Prior to that, Janakiram spent 10 years at Microsoft Corporation where he was involved in selling, marketing and evangelizing the Microsoft Application Platform and Tools.