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Machine learning model serving architectures

Xebia

Selecting the right architectural serving pattern is paramount in creating the most business value from your model. In this blog we will discuss the most common serving architectures 1 ; batch predicting, on-demand synchronous serving and streaming serving. How to choose your serving architecture? It doesn’t have to be.

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How an architecture-led transformation puts the customer first

CIO

With this in mind, we embarked on a digital transformation that enables us to better meet customer needs now and in the future by adopting a lightweight, microservices architecture. We found that being architecturally led elevates the customer and their needs so we can design the right solution for the right problem.

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Integration Architecture Guiding Principles, A Reference

Dzone - DevOps

The Integration Architecture guiding principles are guidelines to increase the consistency and quality of technology decision-making for the integration solutions. In the context of Integration Architecture, the guiding principles drive the definition of the target state of the integration landscape.

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Internal Developer Platform (IDP) Reference Architectures

DevOps.com

IDPs have been the talk of the town. But what does an IDP actually look like? Bill Doerrfeld explains.

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Big Data Realtime Data Pipeline Architecture

Dzone - DevOps

It refers to the massive amount of structured and unstructured data that is too large to be handled by traditional database systems. To efficiently process and analyze this vast amount of data, organizations need a robust and scalable architecture. Big data has become increasingly important in today's data-driven world.

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ASUS unveils powerful, cost-effective AI servers based on modular design

CIO

IT leaders attending NVIDIA’s GTC 2024 AI developer conference (March 18-21, 2024, in San Jose, CA) can explore these capabilities with ASUS, one of the global leaders in high-performance AI servers based on NVIDIA’s MGX server reference architecture. The MGX architecture, with NVIDIA’s chips, are just the starting point.

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A Reference Architecture for the Cloudera Private Cloud Base Data Platform

Cloudera

The release of Cloudera Data Platform (CDP) Private Cloud Base edition provides customers with a next generation hybrid cloud architecture. In summary we have provided a reference for the tuning and configuration of the host resources in order to maximise the performance and security of your cluster. Introduction and Rationale.