Listen to your data: Swim builds AI models and predicts in real-time
Автор: Arm®
Загружено: 2019-12-19
Просмотров: 1100
Technical session delivered by Dr. Simon Crosby, CTO at Swim.ai.
Swim.ai leads the open source Swim project. Swim automatically builds, runs and manages scalable, distributed, intelligent dataflow pipelines that analyze, learn and predict insights on-the-fly - and stream their insights to apps or to humans in real-time. The talk presents the architecture, a demo and use cases.
Swim automates building and operating intelligent dataflow pipelines that analyze, learn and predict directly from streaming data - without needing to store then analyze, or train then deploy models. It cuts costs using stateful computation and a distributed fabric that exploits lightweight Arm edge devices, fog and cloud resources. It makes it easy for anyone with streaming data to get deep insights – in real time.
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