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What's new in Google Cloud Next 2019 GDG Cloud Bangkok 21 March 2019

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Managed service from open source partners: Open source partnership

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Managed service from partners, integrated directly into Cloud Console ● Unified billing ● Google Cloud support Open source partnership

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● Vertical Pod Autoscaler ● Node Auto Provisioning ● Binary Authorization ● Usage metering ● GKE Sandbox GKE Advanced

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Get pod resource recommendation (Optional) Update pod request automatically Vertical Pod Autoscaler

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Automatically create node pool based on unschedulable pods' informations: ● CPU, Memory request ● GPU request ● Taints, tolerations Node Auto Provisioning

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Node Auto Provisioning ● Create node pools to accomodate request Cluster Autoscaler ● Resize node pools ● Cannot do anything if all node pools doesn't fit request GKE Autoscaling

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● Record GKE usage in BigQuery ● Plot usage data using Data Studio Usage Metering

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Run untrusted workload on GKE using gVisor sandbox ● gVisor emulates Linux kernel in user space ● Same sandbox as Cloud Run, Cloud Function & App Engine v2 GKE Sandbox

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Serverless container based on Knative Cloud Run

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Serverless on Google Cloud Language support Scale to Zero Run mostly unmodified app Concurrent calls per instance Cloud Run ✅ ✅ 1 - 80 Cloud Function ✅ ❌ 1 App Engine Standard ✅ ❌ 1 - 80 App Engine Flexible (not serverless) ❌ ✅ By CPU

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● Binary classification (eg. buy/no buy) ● Multiclass classification (eg. customer segmentation) ● Regression (eg. predict customer spending) AutoML Table

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Search product catalog from images ● Supported categories: Home goods, Apparels, Toys Cloud Vision Product Search

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● Recommended for you ● Others you may like ● Frequently bought together ● Shopping cart expansion Recommendation AI

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