AWS for Industries

Category: Architecture

Acxiom's Amazon EMR architecture for model inferencing

How Acxiom reduced their model inference time from days to hours with Spark on Amazon EMR

Customer intelligence company Acxiom provides data-driven solutions that help marketers worldwide better understand their customers to create better customer experiences and drive business growth. To deliver these customer experiences, Acxiom builds and manages a large number of machine learning (ML) models on Amazon Web Services (AWS), using services like Amazon EMR—a solution for rapidly processing, […]

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At-scale Genomic Data Compression, Storage, and Access Using PetaGene on AWS: Reference Architecture

Analysis of large-scale genomic data is the foundation for developing new treatments that make personalized medicine a reality. However, access to these multi-petabyte datasets brings challenges in terms of managing storage and compute infrastructure. The scale and flexibility of AWS resources are ideal for such projects. AWS has developed a Reference Architecture for compression and […]

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Enabling efficient patient care using Amazon AI services

Artificial intelligence can speed up the development of new drug development, be a bridge to personalized medicine using the information of our genomes, and help address the problem of a chronic shortage of doctors (especially in countries where health services are underdeveloped). However, significant challenges remain before we can get there. The challenge The application […]

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