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Taking a cue from competing online services like Slack, which let workers chat and share information on the job, Microsoft is adding a new program called "Teams" to its Office 365 suite of internet productivity software. Analysts say Microsoft is catching up to a trend in which a host of tech companies—even Facebook—are competing to offer specialized online networks for organizations, as workers increasingly find that email and simple document-sharing services are too limited for communicating and collaborating. Like competing services, Microsoft's new "Teams" product provides a central place online for workplace groups to chat, share files and perform other tasks. But unlike competitors, Microsoft is offering the ability to easily transition into other widely used Microsoft programs, such as Outlook for email and calendars and Skype for voice and video conferences. "Teams" can also incorporate artificially intelligent "bots" and other software programs created by outside developers. Workplace software is a big business for Microsoft. While the giant tech company is best known for making the Windows operating system for PCs, it racked up more than $26.4 billion in revenue last year from workplace "productivity" programs like Office, which includes software for email, calendars, word-processing and other functions. Although other divisions bring in more revenue, Microsoft's "productivity" division is its most lucrative, with $12.4 billion in operating profit. But the company has been threatened by new offerings from big competitors like Google, as well as upstarts like Slack, which provide a central meeting place online where teams of workers can hold running conversations and share files that are easily accessible. Microsoft bought the workplace social networking service Yammer for more than $1 billion in 2012 and will continue that service, which some companies use as an interactive bulletin board. Analysts say newer, competing services have more functions. And new companies like Slack have entered the market by making their services easily available to individual departments or groups. But Microsoft has the advantage that its email and other programs are already widely used by companies, which could make it easier to add Teams. It's also touting that Teams offers encryption and other security measures, along with the ability to integrate with software from outside developers. "Yes they are late to the market, but they have recognized that and they have done a lot of work to circumvent that problem," said Vanessa Thompson, an analyst with IDC.

Nimbix's cloud service uses Nvidia's latest Pascal GPUs, while Microsoft's Azure offers older models Google, Amazon, and Facebook can magically recognize images and voices, thanks to superfast servers equipped with GPUs in their mega data centers. But not all companies can afford that level of resources for deep learning, so they turn to cloud services, where servers in remote data centers do the heavy lifting. Microsoft has made such cloud services trendy with Azure and is one of the few companies offering remote servers with GPUs, which excel in machine-learning tasks. But Azure uses older Nvidia GPUs, and it now has competition from Nimbix, which offersa cloud service with faster GPUs based on the Nvidia's latest Pascal architecture. After renting time on the cloud service, customers get a virtual machine with access to bare-metal server hardware. Nimbix offers customers cloud services that run on Tesla P100s -- which are among Nvidia's fastest GPUs -- in IBM Power S822LC servers. There are other advantages to the cloud service. On the server side, a high-speed NVLink interconnect links the GPU to the CPU and other components at speeds 2.5 times faster than PCI-Express 3.0. Microsoft's Azure offers cloud services with servers running Nvidia's Tesla K80, which is based on the older Kepler architecture, and Tesla M40, which is based on Maxwell, a generation behind Pascal. Typically, machine-learning tasks use many servers, and faster CPUs and GPUs return faster results. The IBM Power S822LC servers have two Power8 CPUs, four Pascal GPUs, and half a terabyte of system memory. The Nimbix cloud service is targeted more toward high-performance computing applications. It also supports Caffe, Torch, and Theano deep-learning frameworks. Pricing starts at US$5 per hour.

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