Ethernet is widely used for all kinds of applications. However, for demanding multimedia streaming applications in a fully-loaded network, Ethernet is not the right choice due to its limited Quality-of-Service (QoS) support.  IEEE 802.1 Audio/Video Bridging (AVB) standard, an extension to legacy Ethernet, provides the QoS features needed for multimedia streaming such as time synchronized […]

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Back in 2017, Apple introduced the A11 which included their first dedicated neural network hardware that Apple calls a “Neural Engine.” At the time, Apple’s neural network hardware was able to perform up to 600 billion operations per second and used for Face ID, Animoji and other machine learning tasks. The neural engine allows Apple to implement neural network […]

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This blog focuses on how full-scale modeling and simulation is  used to achieve the Quality-of-Service such as packet loss, throughput, bit rate etc. QoS (Quality of Service) refers to all such mechanisms or tools ensuring critical applications requiring real-time data (usually audio or video) get sufficient dedicated bandwidth, with priority over other applications. It is extremely […]

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The data volume and processing requirements surpasses the performance offered by today’s processors. Energy-efficient data center design and management has been a challenge of increasing importance in the past decade due to its potential to save billions of dollars in energy costs. The performance and power constraints are to be kept in mind while designing […]

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Data centers are backbone of cloud data processing. A data center is both the building that houses computer systems and the electronics within. It is a network of computing, communication and storage resources that enables delivery of applications and data. The security and reliability of data centers are the top priorities. To ensure the best […]

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