Posts about Telemetry Streaming

As networks evolve and grow, many customers are looking to gain key insight and actionable events from what they learn. Currently, the market is mostly using telemetry data and basic machine learning (ML) to analyze that data. Leading edge cloud providers have gone a step further and are using artificial intelligence (AI) to predict better and adapt networks. The advantage is clear; AI allows networks to operate more efficiently and with higher utilization. I expect to see AI rapidly moving into enterprise and service provider (SP) networks as they adopt AI to enhance their networks and the user experience ...

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Right now, we’re at the infancy in the development of a whole new layer of added business value. AI and especially deep learning have tremendous potential to improve network planning and operations. You can get dizzy thinking about how much data is collected and monitored each day in networks across the world, and yet the vast majority of it goes ignored. It’s only when some network failure occurs that we dig into our pile of data to understand what happened ...

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