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What's new in Cloud Next 2019
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Manatsawin Hanmongkolchai
May 21, 2019
Technology
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290
What's new in Cloud Next 2019
GDG Cloud Bangkok
Manatsawin Hanmongkolchai
May 21, 2019
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Transcript
What's new in Google Cloud Next 2019 GDG Cloud Bangkok
21 March 2019
Managed service from open source partners: Open source partnership
Managed service from partners, integrated directly into Cloud Console •
Unified billing • Google Cloud support Open source partnership
• Vertical Pod Autoscaler • Node Auto Provisioning • Binary
Authorization • Usage metering • GKE Sandbox GKE Advanced
Get pod resource recommendation (Optional) Update pod request automatically Vertical
Pod Autoscaler
Automatically create node pool based on unschedulable pods' informations: •
CPU, Memory request • GPU request • Taints, tolerations Node Auto Provisioning
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
• Record GKE usage in BigQuery • Plot usage data
using Data Studio Usage Metering
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
Serverless container based on Knative Cloud Run
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
• Binary classification (eg. buy/no buy) • Multiclass classification (eg.
customer segmentation) • Regression (eg. predict customer spending) AutoML Table
Search product catalog from images • Supported categories: Home goods,
Apparels, Toys Cloud Vision Product Search
• Recommended for you • Others you may like •
Frequently bought together • Shopping cart expansion Recommendation AI
Slides on speakerdeck.com/whs Thank you