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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?

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What is enterprise architecture? A framework for transformation

CIO

Enterprise architecture definition Enterprise architecture (EA) is the practice of analyzing, designing, planning, and implementing enterprise analysis to successfully execute on business strategies. Making it easier to evaluate existing architecture against long-term goals.

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Coach your Architects in Agile Architecture!

Xebia

Some companies ignore architects in their transformation, some will upskill their architects, and some will make the DevOps teams responsible for the architecture. A core problem we see is that those responsible for the transformation have little experience dealing with architecture in an agile way.

Coaching 130
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Salesforce certification guide: Roles, paths, exams, cost, training, requirements

CIO

The Salesforce Certified Identity and Access Management credential demonstrates a candidate’s knowledge, skills and capabilities at assessing identity architecture and designing secure, high-performance access management solutions on Customer 360.

Training 219
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TOGAF: An Insight into the Enterprise Architecture Framework

Apiumhub

This is where TOGAF (the Open Group Architecture Framework) comes into play. It is an enterprise architecture framework that offers a systematic and comprehensive approach to achieving business transformation and sustainable success. It helps architects organize and document the architecture effectively.

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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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Frugality meets Accuracy: Cost-efficient training of GPT NeoX and Pythia models with AWS Trainium

AWS Machine Learning - AI

A generative pre-trained transformer (GPT) uses causal autoregressive updates to make prediction. Variety of tasks such as speech recognition, text generation, and question answering are demonstrated to have stupendous performance by these model architectures. Both are decoder models following similar architectural design as Chat GPT3.

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