Skip to end of metadata
Go to start of metadata

You are viewing an old version of this page. View the current version.

Compare with Current View Page History

« Previous Version 2 Next »

Technical Debt 

Features that would make it in for R4

  • Container images and Helm charts for 
    • Collection and Distribution stack (CollectD, Node-Exporter, cAdvisor, Prometheus, CollectD operator)
    • Data lake (HDFS and M3DB, M3DB operator, HDFS writer, Operator for HDFS writer and prometheus related remote_read and write services)
    • Training (Spark with scikit-learn, math libraries, MLLib etc...,  Horovod,  spark-k8s-operator and possibly Horovod operator AND mode optimizer & storage service)
    • Inferencing (Tensorflow-Serving)
    • Messaging (Kafka-broker, zookeeper, Kafka operator)
    • Model management (Minio and Minio operator)
    • Sample applications
  • Placement of stack in various locations and configuration of them to work together.
  • Features that may be postponed to R5
    • Various operators

Release 5 goals:

  • Performance features 
  • Security (ingress, egress, inter-component,  RBAC for each package)
  • Way to customize  packages
  • Deployment using Multi-Cluster scheduler
  • GUI/CLI based configuration of stack
  • Monitoring of stacks - Ensure that each stack component has prometheus target.
  • Some real AI based analytics



  • No labels