Architecture

Design Goal

  1. Language Agnostic capabilities: The platform must be able to support R, Python and Scala algorithms
  2. Parallelism capacities in many different levels (Eg. GPU, Multi-core and Multi-node)
  3. Deploy distributed machine learning models that are able to receive high concurrent traffic and provide response in near real-time

Platform Concept Map (High Level Integration)

concept map

Quality Attributes

quality attributes

Architectural Tactics

architectural tactics

DASFE

dasfe

More Detail in DASFE

Context Diagram

context diagram

Execution Flow

execution flow

Executor and Engine

executor engine

Cluster Admin

cluster admin

Deployment Diagram

deployment diagram

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