[Docs] Complete official website documentation

[JesseStutler]

/kind documentation

Background

Currently, there are too few feature introductions and usage guide documents on our official website. We need to add some. This issue is used to track what needs to be added to the official website document. First, we need to add a Key Features item to the side menu on the documentation page.

• Features that need to be added in the Key Features part:
  The first is the features that will be released in v2.0:

  • hierarchical queue Add Key Features Introduction and update existed doc #331
  • volcano global Add network topology and multi cluster scheduling doc #337
  • descheduler Add colocation and descheduler doc #336
  • Colocation of online and offline jobs Add colocation and descheduler doc #336
  • volcano dashboard
  • network topology Add network topology and multi cluster scheduling doc #337

  Other features:

  • Volcano queue introduction and usage guidance (such as the difference between capacity and proportion...) Add Key Features Introduction and update existed doc #331
  • Fully compatible with K8S, Unified Scheduling Add Key Features Introduction and update existed doc #331
  • vgpu
  • More features if you'd like to introduce...

  And we need to keep adding features introduction that were not added to the official website before

• Introduction to Plugins:
  Currently, Plugins are introduced in plugins.md in the Scheduler menu. The introduction of each plugin is too simple, and there is no introduction to how to use it. Moreover, there are currently many newly added plugins that are not in the plugins.md, such as capacity, deviceshare, etc.

  • capacity
  • deviceshare
  • nodegroup
  • network toplogy
  • More plugins...

• Ecosystem

  • Ray

• Introduction update: Update home page and introduction #332

• Cli

• Talk
  Volcano 在 Kubernetes 中运行高性能作业实践 @ ArchSummit 2019
  Volcano：基于云原生的高密计算解决方案 @ Huawei Connection 2019
  Improving Performance of Deep Learning Workloads With Volcano @ KubeCon 2019 NA
  Batch Capability of Kubernetes Intro @ KubeCon 2019 NA
  Optimizing Knowledge Distillation Training With Volcano @ KubeCon 2021 EU
  Exploration About Mixing Technology of Online Services and Offline Jobs Based On Volcano @ KubeCon 2021 China
  Volcano - Cloud Native Batch System for AI, BigData and HPC @ KubeCon 2022 EU
  How to Leverage Volcano to Improve the Resource Utilization of AI Pharmaceuticals, Autonomous Driving, and Smart Buildings @ KubeCon 2023 EU
  Run Your AI Workloads and Microservices on Kubernetes More Easily and Efficiently @ KubeCon 2023 China
  Optimize LLM Workflows with Smart Infrastructure Enhanced by Volcano @ KubeCon 2024 China
  How Volcano Enable Next Wave of Intelligent Applications @ KubeCon 2024 China
  Leverage Topology Modeling and Topology-Aware Scheduling to Accelerate LLM Training @ KubeCon 2024 China