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开源软件名称(OpenSource Name):cortexlabs/cortex开源软件地址(OpenSource Url):https://github.com/cortexlabs/cortex开源编程语言(OpenSource Language):Go 89.3%开源软件介绍(OpenSource Introduction):Production infrastructure for machine learning at scaleDeploy, manage, and scale machine learning models in production. Serverless workloadsRealtime - respond to requests in real-time and autoscale based on in-flight request volumes. Async - process requests asynchronously and autoscale based on request queue length. Batch - run distributed and fault-tolerant batch processing jobs on-demand. Automated cluster managementAutoscaling - elastically scale clusters with CPU and GPU instances. Spot instances - run workloads on spot instances with automated on-demand backups. Environments - create multiple clusters with different configurations. CI/CD and observability integrationsProvisioning - provision clusters with declarative configuration or a Terraform provider. Metrics - send metrics to any monitoring tool or use pre-built Grafana dashboards. Logs - stream logs to any log management tool or use the pre-built CloudWatch integration. Built for AWSEKS - Cortex runs on top of EKS to scale workloads reliably and cost-effectively. VPC - deploy clusters into a VPC on your AWS account to keep your data private. IAM - integrate with IAM for authentication and authorization workflows. |
2023-10-27
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