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knative/serving

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Serving

Kubernetes-based, scale-to-zero, request-driven compute

Features

  • Kubernetes-Native - A request-driven compute platform on Kubernetes that scales containers to zero when idle and manages revisions and traffic routing.
  • CloudEvent-Triggered Invocations - Triggers serverless functions automatically in response to CloudEvents through a loosely coupled event mesh.
  • Immutable Revision Snapshots - Snapshots deployed configurations and routes traffic across immutable revisions for canary and blue-green deployments.
  • Zero-Instance Scaling - Scales application instances down to zero when idle and automatically creates new instances on the next request.
  • Immutable Revision Configurations - Creates immutable revision snapshots from configuration changes, enabling rollback and revision tracking.
  • Kubernetes Ecosystem - Uses standard Kubernetes custom resources, service accounts, and networking tools, and integrates with monitoring and CI/CD pipelines.
  • Serverless Function Invokers - Invokes a serverless function automatically when a matching CloudEvent arrives through the eventing mesh.
  • Native Kubernetes Resource Integration - Wraps standard Kubernetes custom resources and service accounts to manage serverless workloads.
  • Scale-to-Zero Pods - Scales application pods down to zero when idle and creates new instances on the next request.
  • Container Image Deployments - Deploys a container image as a serverless workload that automatically manages its lifecycle, routing, and revisions.
  • Network Routing and Traffic Management - Directs incoming requests to the correct revision of a deployed container using built-in network programming.
  • Revision-Based Traffic Splitting - Routes a configurable percentage of incoming requests to different application versions for canary and blue-green deployments.
  • Revision-Targeted - Maps a network endpoint to one or more immutable code snapshots and controls traffic distribution among them.
  • Weighted Traffic Splitting - Routes a configurable percentage of incoming requests to different application versions for canary and blue-green deployments.
  • Revision Traffic Splits - Distributes incoming requests across multiple immutable revisions by percentage for canary and blue-green deployments.
  • Immutable Revision Configurations - Maintains the desired deployment state independently from application code, creating a new immutable revision on each configuration change.
  • Configuration Version Snapshots - Captures point-in-time snapshots of code and configuration to enable rollback and revision tracking.
  • Revision Snapshots - Creates immutable point-in-time snapshots of code and configuration for rollback and revision tracking.
  • Event-Driven Architectures - Provides an event-driven architecture that routes CloudEvents between producers and consumers using Brokers and Triggers.
  • CloudEvent Routing Meshes - Routes CloudEvents from event sources to interested consumers using Brokers and Triggers.
  • CloudEvents Implementations - Routes CloudEvents between producers and consumers using Brokers and Triggers for loosely coupled event-driven architectures.
  • GPU-Accelerated Inference - Requests GPU resources through standard Kubernetes specifications to run AI and ML inference workloads with automatic scaling.
  • Serverless GPU Inference Platforms - Requests GPU resources through Kubernetes specifications to run AI and ML inference workloads with automatic scaling.
  • CLI Function Deployments - Creates, builds, and deploys stateless functions as container images using a CLI, abstracting away Kubernetes and container infrastructure.
  • Stateless Function Deployments - Builds and deploys stateless function code as a containerized service without requiring Dockerfile or Kubernetes expertise.
  • Custom Domain Mapping - Maps a custom domain name to a serverless workload so it is reachable at a user-controlled URL.
  • Pluggable Ingress Controllers - Integrates with multiple networking layers such as Contour, Kourier, or Istio to serve traffic.
  • Pluggable Network Layers - Integrates with multiple ingress controllers like Contour, Kourier, or Istio for custom traffic management.
  • Custom Domains - Maps custom domain names to serverless workloads for user-controlled URL accessibility.
  • Serverless Platforms - Request-driven compute for Kubernetes.

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Serving 的开源替代方案

相似的开源项目,按与 Serving 的功能重合度排序。
  • kserve/kservekserve 的头像

    kserve/kserve

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    KServe is a Kubernetes-native platform for deploying and serving machine learning models as scalable inference services. It supports both generative AI models, including large language models, and traditional predictive models from frameworks such as TensorFlow, PyTorch, Scikit-Learn, XGBoost, and ONNX. The platform manages the full lifecycle of model deployments, including revision tracking, canary rollouts, A/B testing, and automatic rollbacks, and provides serverless scale-to-zero capabilities for cost-efficient resource management. KServe distinguishes itself through a standardized infere

    Go
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  • spacecloud-io/space-cloudspacecloud-io 的头像

    spacecloud-io/space-cloud

    3,993在 GitHub 上查看↗

    Space Cloud is a self-hosted, cloud-native backend-as-a-service suite. It functions as a Kubernetes-based serverless platform that provides a GraphQL and REST API gateway, a database API generator, and an event-driven orchestrator. The platform transforms SQL and NoSQL database schemas into secure endpoints, eliminating the need for manual backend development. It distinguishes itself by allowing remote data joins, which combine records from internal databases and external HTTP microservices within a single query. The system covers a broad range of capabilities, including rule-based access co

    Gobaasdatabaseevent-driven
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  • nuclio/nuclionuclio 的头像

    nuclio/nuclio

    5,730在 GitHub 上查看↗

    Nuclio is a high-performance serverless framework designed for Kubernetes that automatically executes user functions when events arrive from HTTP endpoints, message queues, or streaming data platforms. It processes hundreds of thousands of events per second per function instance through efficient parallel workers, and can allocate functions to run on either CPU or GPU hardware to match workload requirements for data processing or machine learning tasks. The platform scales function instances down to zero when idle and wakes them on demand based on incoming event load, while providing an event

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  • vmware-archive/kubelessvmware-archive 的头像

    vmware-archive/kubeless

    6,847在 GitHub 上查看↗

    Kubeless is a Kubernetes-native serverless framework that deploys and runs stateless functions as custom resources managed by an in-cluster controller. It functions as a Function-as-a-Service platform, launching function runtime pods on demand and scaling them to zero when idle to optimise resource usage. Functions are invoked automatically through HTTP requests or a publish-subscribe messaging bus, enabling event-driven execution for workloads and microservices. The platform supports running functions written in Golang, Python, Node.js, Ruby, PHP, .NET, and Ballerina, with the ability to add

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查看 Serving 的所有 30 个替代方案→

常见问题解答

knative/serving 是做什么的?

Kubernetes-based, scale-to-zero, request-driven compute

knative/serving 的主要功能有哪些?

knative/serving 的主要功能包括:Kubernetes-Native, CloudEvent-Triggered Invocations, Immutable Revision Snapshots, Zero-Instance Scaling, Immutable Revision Configurations, Kubernetes Ecosystem, Serverless Function Invokers, Native Kubernetes Resource Integration。

knative/serving 有哪些开源替代品?

knative/serving 的开源替代品包括: kserve/kserve — KServe is a Kubernetes-native platform for deploying and serving machine learning models as scalable inference… spacecloud-io/space-cloud — Space Cloud is a self-hosted, cloud-native backend-as-a-service suite. It functions as a Kubernetes-based serverless… nuclio/nuclio — Nuclio is a high-performance serverless framework designed for Kubernetes that automatically executes user functions… vmware-archive/kubeless — Kubeless is a Kubernetes-native serverless framework that deploys and runs stateless functions as custom resources… serverless/event-gateway — The Event Gateway is a unified routing layer designed to connect HTTP requests and cloud events to serverless… kubeflow/kfserving — KServe is an open platform for deploying and serving generative and predictive AI models on Kubernetes. It defines…