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Tellius Architecture

Ramya Priya Updated by Ramya Priya

The Tellius architecture is designed to be user-friendly and easily accessible, allowing for seamless integration with existing systems.

The Tellius architecture consists of the following components:

  • The main entry point to Tellius is the HTML5-based Web UI, which runs in a web browser.
  • Natural Language Search allows users to input natural language queries, which the engine then converts into backend queries for processing.
  • The Genius Insights engine uses advanced machine learning algorithms to automatically discover actionable insights.
  • The Predictive Machine Learning engine enables the training of custom machine learning models for making predictions
  • Distributed Filesystem is responsible for storing intermediate data generated by Machine Learning and Genius Insights engine. Optionally, it can be used for storing data when explicitly enabled.
  • Fast Query Database is a columnar store for storing data in indexed format for real-time search and visualization on big data. This is a cost-effective option when data cannot fit in available memory and high performance is still desired.

Deployment architecture of Tellius

Tellius can be deployed on-premises behind a firewall or in any of the major cloud technologies such as,

  • Amazon Web Services
  • Microsoft Azure
  • Google Cloud

Here is an illustration of the deployment architecture of Tellius:

The components are,

  • Kubernetes Cluster - It is a cluster of Kubernetes on one or more nodes.
  • Tellius Microservices: All the services related to Tellius will be running on the Kubernetes cluster, including,
    • In-Memory Compute Engine (ICE) microservice, which is responsible for running an ICE engine cluster to handle computationally intensive machine learning tasks
    • Fast Query Engine (FQE) microservice, which is responsible for running FQE engine cluster to handle high-performance data querying.

Other auxiliary services like Tellius Web UI and Python environment are also available. 

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System requirements

Installation steps for Tellius