EXFO
This webinar explores the challenges and opportunities that the 5G architecture presents and the key test areas and solutions to ensure successful 5G network launches. As the 5G race heats up, it is essential for mobile network operators, fixed-line/cable operators, network service providers, and other market leaders to know how to best prepare for the advent of 5G. This webinar explores the challenges and opportunities that the 5G architecture presents and the key test areas and solutions to ensure successful 5G network launches.
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Data science is only of benefit if the output can quickly be put into systems that can use them simply and confidently. This webinar will show how machine learning models can be easily deployed into batch, real time and in stream applications.
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Ray Serve is a framework-agnostic and Python-first model serving library built on Ray. In this introductory webinar on Ray Serve, we will highlight how Ray Serve makes it easy to deploy, operate and scale a machine learning API.
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In artificial intelligence (AI), increasingly complex algorithms, larger datasets, and process-intensive workloads lend to an insatiable demand for compute, memory, and storage, as well as higher-bandwidth, lower-latency communication between these components. Conversational AI, recommender systems, and computer vision are becoming increasingly prevalent, with new system architectures being explored to enable AI models with hundreds of trillions of parameters, and power supercomputers beyond exascale. These advances are bringing new challenges as the physical limitations of standard electrical interconnects are nearing the point of diminishing returns. Performance and efficiency losses from memory capacity limitations, network bottlenecks and stranded resources are being amplified at scale, creating a need for new system architectures to handle ever-growing, performance-intensive workloads.
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