Self-Driving Networks Speaker Ming Zhang Alibaba Group Alibaba - PowerPoint PPT Presentation

Aug 14, 2023 •154 likes •243 views

Self-Driving Networks Speaker Ming Zhang Alibaba Group Alibaba serves users around the globe Network availability is vital to Alibabas business Global network presence High bandwidth low latency Networks ripple effect

Self-Driving Networks Speaker � Ming Zhang Alibaba Group
Alibaba serves users around the globe
Network availability is vital to Alibaba’s business Global network presence High bandwidth low latency Network’s “ripple effect”
Challenge 1: Rapid growth in network scale # of network # of network changes ports
Challenge 2: Risks in legacy/new network architecture �� /�/�/�� -�6/� ��/�-�� 6/�� /� �/��6�
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Conventional vs. self-driving networks Learning Manually defined rules Rule-based machine learning Prediction Reactive actions Proactive planning Decision-making Human decision-making Rule or optimization-based decision-making Sensing Automation Rule-based data Manual Automatic Manual aggregation and data execution based on execution analysis analysis predefined logic
Self-driving networks dramatically improve availability Number of incidents and recovery time over the last few years

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