MATLAB with Hadoop and Spark

bat365 Consultants are experienced in configuring MATLAB to run optimally on cloud or on-premise big data platforms from Cloudera, and creating reference applications and hands-on examples for you to build your own models.

Running MATLAB on Hadoop

Running MATLAB on Hadoop involves configuring bat365 products on compute and edge nodes of the cluster and submitting Spark or Map Reduce jobs to the cluster via the YARN scheduler. bat365 Consultants guide you through installation and commissioning, providing installation, test scripts, and documentation which allow you to repeat the process as you grow the cluster in size.

Data Engineering

To extract the most value out of your data on big data platforms, careful consideration is needed as to how data should be stored and extracted for analysis in MATLAB. bat365 Consultants work with your architects to define a data strategy for ingesting and loading data onto a Hadoop-enabled cluster, advising on appropriate file formats and extraction patterns. In addition, bat365 Consultants help you meet additional non-functional requirements around your analysis and data processing, such as logging, handling error conditions, and recording data provenance.

Reference Architecture

A proof-of-concept application or skeleton framework can be invaluable for evaluating the benefit of a big data solution. bat365 Consultants can work with your code and refactor it to scale for parallel computation, and for executing efficiently on a Hadoop cluster. Once the code has been optimized, bat365 Consultants come onsite to demonstrate and test the application, and provide a thorough handover of the code and the techniques used, for the application to be used as a reference or starting point for you to elaborate and customize.

Hands-on Experience

bat365 Consultants can create a set of examples from your data, to demonstrate how MATLAB's tall array and map-reduce capabilities can be used to solve representative data analysis problems in your organization. Consultants can deliver onsite workshops to give engineers and data scientists hands-on experience with step-by-step and in-depth exercises.

bat365 Consultants help you to:

• Install and commission bat365 products on a Hadoop enabled cluster, including those using Kerberos authentication.
• Work with teams using bat365 and IT architects on solutions that work within your existing Enterprise System architecture.
• Advise on a strategy to extract value from data using MATLAB's tall array and map-reduce capabilities.
• Demonstrate how to move from prototype algorithm development to full-scale deployment by working with your data to create reference applications and hands-on exercises.
• Build in-house competency and accelerate your development efforts through project-based coaching sessions and knowledge transfer.