Deep Learning Acceleration with MATRIX: A Technical White Paper

| July 1, 2017

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Deep learning and other AI development techniques are disrupting every industry in an incredible way — self-driving cars, drones, virtual assistants, more accurate medical diagnosis, automatic lead generation, better customer service, cybersecurity, and much more. By leveraging AI solutions, businesses are discovering ways to create exciting new products, cut costs, and boost profits, differentiating significantly from their competitors, and maximizing the investments they’ve made in big data infrastructure and data science talent. However, these benefits do not come without their challenges. Deep Learning and AI is not one-size-fits-all, and in order to derive the maximum benefit, it is crucial for companies to train on their own data sets and modify models and code to fit their unique use cases.

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Since 1992, CS Technology has worked closely with Fortune 500 companies and other leading organizations to provide expert advisory services and customized solutions that deliver profound, powerful, and far-reaching operational improvements. Our approach leverages a unique combination of technology, operational and financial expertise to help clients address their challenges and seize their oft unseen opportunities.

OTHER ARTICLES

Inferencing at the Edge with HyperFlex

Article | March 3, 2020

While at this year’s Cisco Live! Barcelona, our staff interviewed many of the amazing thought leaders who joined us to demonstrate their work with Cisco. We’ll be sharing those interviews, and short blog post summaries, for the next few weeks.The first interview is about how Vispera, which makes visual intelligence solutions for retail, works with Cisco on inferencing at the edge with HyperFlex. As Erdem Yoruk, chief scientist at Vispera, explained, the company uses image recognition technology for its shelf monitoring and inventory management solution, Shelfsight. Cisco HyperFlex, together with Intel’s Xeon Scalable Processors, provides the compute power needed to perform inferencing at multiple retail locations. As they stood in front shelves with cereal and other products, Yoruk explained how Shelfsight, the latest product from Vispera, uses a camera solution for real-time shelf monitoring and in-store management. Running on Cisco HyperFlex Edge servers powered by scalable Intel Xeon processors, Shelfsight takes measurements from the shelves every 10 minutes. It recognizes every product visible on the shelf down to a granular level, generating KPI metrics and notifying store personnel of any non-compliance issues so that they can take immediate action and replenish the shelves as necessary.

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Client Virtualization Software Market Expected to Grow at A high CAGR of +46% by Key Vendors

Article | March 20, 2020

Client virtualization Software Market includes technologies that help IT pioneers to contend with their desktop more viably. In addition, this product brings down expenses whereas boosting profitability in government associations. Such advancements empower IT to convey the two applications and desktops in a more proficient and secure way to any endpoint over any system. Report Consultant has recently announced a new statistical data, titled as Client Virtualization Software Market. It summarizes the detailed information of the market segments based on different terms, such as strategy, scope, and manufacturing base. The sellers as well as the buyers are significant key players in this market and hence, this report has elaborated on the same. In addition to this, the study explains the impacts of the key factors on the domestic as well as global market.

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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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Introducing vSphere 7: Modern Applications & Kubernetes

Article | March 13, 2020

The power of vSphere has always been its ability to support any (x86-based!) application under the sun, running those applications quickly and securely while providing a simplified management environment. Over the past twenty years, across all customers and partners worldwide, over 70 million applications are running on vSphere in total. While new applications run well on vSphere, the real question is how to make vSphere the best place to run those new apps – better than any other infrastructure out there. We believe that with vSphere 7 with Kubernetes, vSphere is now truly the best place for modern applications. Back in VMworld 2019, we announced Project Pacific, a technology preview for how we could integrate Kubernetes with vSphere. It was a profound idea – taking the best of Kubernetes and apply it to vSphere, and the best of vSphere and applying it to Kubernetes. vSphere 7 is the result of this foundational technology work. Unlike many other announcements around vSphere 7, Project Pacific is not a feature of vSphere – it simply is vSphere. vSphere itself has dramatically expanded to include all these great new capabilities.

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Spotlight

CSTechnology

Since 1992, CS Technology has worked closely with Fortune 500 companies and other leading organizations to provide expert advisory services and customized solutions that deliver profound, powerful, and far-reaching operational improvements. Our approach leverages a unique combination of technology, operational and financial expertise to help clients address their challenges and seize their oft unseen opportunities.

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