AWS Partner Network (APN) Blog

Category: Amazon EMR

Training Multiple Machine Learning Models Simultaneously Using Spark and Apache Arrow

Spark is a distributed computing framework that added new features like Pandas UDF by using PyArrow. You can leverage Spark for distributed and advanced machine learning model lifecycle capabilities to build massive-scale products with a bunch of models in production. Learn how Perion Network implemented a model lifecycle capability to distribute the training and testing stages with few lines of PySpark code. This capability improved the performance and accuracy of Perion’s ML models.

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Mactores-AWS-Partners

Lower TCO and Increase Query Performance by Running Hive on Spark in Amazon EMR

Learn how Mactores helped Seagate Technology to use Apache Hive on Apache Spark for queries larger than 10TB, combined with the use of transient Amazon EMR clusters leveraging Amazon EC2 Spot Instances. It was imperative for Seagate to have systems in place to ensure the cost of collecting, storing, and processing data did not exceed their ROI. Moving to Hive on Spark enabled Seagate to continue processing petabytes of data at scale with significantly lower TCO.

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Mactores-AWS-Partners

Optimizing Presto SQL on Amazon EMR to Deliver Faster Query Processing

Seagate asked Mactores Cognition to evaluate and deliver an alternative data platform to process petabytes of data with consistent performance. It needed to lower query processing time and total cost of ownership, and provide the scalability required to support about 2,000 daily users. Learn about the the three migration options Mactores tested and the architecture of the solution Seagate selected. This effort improved the overall efficiency of Seagate’s Amazon EMR cluster and business operations.

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Vertical Trail_AWS Solutions

How Musicians Use AWS to Go from Big Data to Their Big Break

Despite advances in music-sharing technology, touring and live shows remain staples for emerging artists. How do artists and promoters align the reach of streaming services with fans’ physical locations to better plan, promote, and manage live shows? To answer this question, Vertical Trail partnered with Gigable to create a music platform and app that uses curated playlists, geo-based concert discovery, and online ticketing to close the gap between artists and their fans—all while building a formidable big data asset.

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AWS Operations

AWS HIPAA Program Update – Removal of Dedicated Instance Requirement

By Aaron Friedman, Partner Solutions Architect at AWS focused on Healthcare and Life Sciences I love working with Healthcare Competency Partners in the AWS Partner Network (APN) as they deliver solutions that meaningfully impact lives. Whether building SaaS solutions on AWS tackling problems like electronic health records, or offering platforms designed to achieve HIPAA compliance for customers, […]

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