Catalog Details

• CATEGORY

  deployment

• CREATED BY

  Shubham Pandey

• UPDATED AT

  May 21, 2024

• VERSION

  1.0

Pattern Snapshot

Related Patterns

deployment

Fault-tolerant batch workloads on GKE

MESHERY4b55

What this pattern does:

Deploy torchserve inference server with prepared T5 model and Client Application. Manifests were tested against GKE Autopilot Kubernetes cluster.

Caveats and Consideration:

To configure HPA base on metrics from torchserve you need to: Enable Google Manager Prometheus or install OSS Prometheus. Install Custom Metrics Adapter. Apply pod-monitoring.yaml and hpa.yaml

Compatibility:

Recent Discussions with "meshery" Tag

• May 20 | New member at Meshery, looking for a MeshMate Emmeline
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• May 08 | No reachable contexts found in the uploaded kube config Christopher Kalule
• May 08 | Meshery Development Meeting | May 8th 2024 Yash Sharma
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• Apr 24 | Meshery Development Meeting | April 24th 2024 Yash Sharma
• Mar 11 | [Help Wanted] A list of open DevOps-centric needs on Meshery projects Lee Calcote
• Apr 16 | Help needed for setup of meshery cli Pratiksha Sankhe