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One More Reason For Running Machine Learning Jobs In The Cloud: GPUs

Top public cloud vendors want you to store massive data sets in their platforms to run complex Machine Learning algorithms. Apart from offering affordable compute and storage services based on pay-as-you-go pricing model, they are also luring the customers by bringing the latest GPU technology to the cloud.

Why is the sudden rush in offering GPUs in the cloud? The answer is simple – It’s the rise of Machine Learning. Amazon, Google, IBM, and Microsoft want you to make their cloud the preferred platform for storing, processing, analyzing, and querying data.

Last week, IBM announced that its IaaS platform now supports the latest GPUs from NVIDIA – the Tesla P100. Combined with the CPUs from the bare metal servers, the new platform promises to deliver unmatched performance for processing and analyzing massive amounts of data. IBM is one of the first to offer the latest GPU technology from NVIDIA in the public cloud.

Back in 2010, Amazon announced the availability of EC2 Cluster GPU instance type that was based on NVIDIA Tesla M2050s. It was the first time that developers got access to GPUs in the cloud. AWS kept adding additional GPU types to its EC2 family. In 2013, Amazon announced G2 instances backed by NVIDIA GPU. The latest flavor of EC2 instances, which are available in three variations, are based on NVIDIA K80 GPUs. Customers can launch VMs that can have up to 16 GPUs and 192GiB of RAM.

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.