Enabling Machine learning as a service (mlaas) with GPU acceleration using vmware vrealize automation

| July 13, 2018

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Machine learning (ML) is a capability that enables computers to learn without being explicitly programmed (Arthur Samuel, 1959). While the concept of ML has existed for decades, dramatic increases in computing capability and data volume have recently accelerated its development. A typical ML workflow includes: data-cleaning, model-selection, feature-engineering, model-training, and inference. Building and maintaining production ML environments is often complex since each ML process may require customization of the hardware and software.

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WebSafetyUSA Software Solution to keep kids safe

Web safety is an international company of business professionals, based in Dallas Texas, who advocate using Proactive and Preventive cell phone and computer software for protecting kids and teens on the internet, on the cell phone and when driving a car. We advocate to consumers the use of software attached in your child's computer and cell phone. Not to infringe on your child's privacy, but to help kids make better decisions while using the computer, using the cell phone and while driving a car.

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Virtualizing Broadband Networks: Q&A with Tom Cloonan and David Grubb

Article | June 11, 2020

The future of broadband networks is fast, pervasive, reliable, and increasingly, virtual. Dell’Oro predicts that virtual CMTS/CCAP revenue will grow from $90 million in 2019 to $418 million worldwide in 2024. While network virtualization is still in its earliest stages of deployment, many operators have begun building their strategy for virtualizing one or more components of their broadband networks.

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Cisco and Microsoft partner on cloud IoT stuff

Article | March 5, 2020

The move was announced in a Microsoft blog, which somehow resisted the urge to use the term ‘end-to-end’ a lot. The thinking is that Microsoft’s Azure IoT platform is great at the datacenter end of things and Cisco is pretty hot at the edge. Industries increasingly want a bit of both from their IoT so this partnership has been created to provide that.Using software-based intelligence pre-loaded onto Cisco IoT network devices, telemetry data pipelines from industry-standard protocols like OPC-Unified Architecture (OPC-UA) and Modbus can be easily established using a friendly UI directly into Azure IoT Hub,” explains the blog, “Additional telemetry processing is also supported by Cisco through local scripts developed in Microsoft Visual Studio, where filtered data can also be uploaded directly into Azure IoT Hub. This collaboration provides customers with a fully integrated solution that will give access to powerful design tools, global connectivity, advance analytics, and cognitive services for analyzing IoT data.

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Fortinet Forges FortiAI Security Service

Article | February 25, 2020

Fortinet lent overworked and understaffed security operations (SecOPs) teams a helping hand today with the launch of FortiAI, an artificial intelligence (AI)-powered threat detection and remediation service.“FortiAI is designed to optimize security operations, enhance the productivity of the security analysts, and to reduce the false-positive rate,” said Jonathan Nguyen-Duy, VP of Fortinet’s global field CISO team, in an interview with SDxCentral.To do this, FortiAI utilizes a “self-learning” deep neural network (DNN) to automate rote security tasks to accelerate threat detection and remediation.“The practical reality is the complexity is expanding beyond the ability of conventional security operations to keep pace and so artificial intelligence and its subsets in machine learning and deep learning are all designed to automate those more mundane tasks,” Nguyen-Duy explained.

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Go beyond Docker with WebAssembly on the server-side

Article | March 30, 2020

Docker changed the way services and applications are designed, implemented and deployed. Before Docker, applications and services had to work cooperatively on the same machine. Sometimes they did, sometimes they didn’t. If something went wrong an entire machine, virtual or real, needed to be re-provisioned. It was an expensive and time-consuming way to go about application deployment. Nowadays, a Docker container thinks it’s the only process that runs on a machine. The result is that companies can run thousands of isolated containers on a single machine. Containers can also be created and destroyed at a moment’s notice to meet load demands. Docker opened a whole new movement in enterprise computing that’s both efficient and cost-effective.

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Spotlight

WebSafetyUSA Software Solution to keep kids safe

Web safety is an international company of business professionals, based in Dallas Texas, who advocate using Proactive and Preventive cell phone and computer software for protecting kids and teens on the internet, on the cell phone and when driving a car. We advocate to consumers the use of software attached in your child's computer and cell phone. Not to infringe on your child's privacy, but to help kids make better decisions while using the computer, using the cell phone and while driving a car.

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