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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

At Discover® Financial Services, our customers and their trust are key drivers of our technological decisions. 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.

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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.

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How technology is enabling Melbourne Airport’s growth

CIO

Technology has a key element in that broader corporate strategy in that last year was the first time we embedded technology as part of our corporate scorecard. The team and I pulled together a technology strategy focused on enabling the corporate strategy.” All of that operational technology is supported by my team.”

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Prioritizing Customer Experience Using SLIs & SLOs: A Case Study from The Telegraph

There was a time when technology managers needed to actively monitor these kinds of granular metrics, but today, these alerts just create distracting noise. The premise of SLIs/SLOs is that all teams—product, architecture, development, and platform— need to look at services from the customer’s perspective.

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Sustainable change requires architecture of technology and organization

Xebia

A caveat however is that organizations are typically focused on technology. The post Sustainable change requires architecture of technology and organization appeared first on Xebia Blog. Optimize their process to deliver software quicker. Learning new skills, introducing new tools. Yes, they have their benefits.

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Architectural Approaches: Clean and Hexagonal Architecture

Apiumhub

When it comes to software architecture, the pursuit of creating robust and maintainable applications has always been the main goal. As technology evolves, so does the need for software architectures that can adapt, scale, and withstand the test of time. The key components of Clean Architecture are: 1.

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Serverless and Containers: How to Choose the Right Application Strategy

Speaker: Tolga Tarhan, Senior Vice President, GM AWS Services at Onica

How do you, as a technology leader, point your team in the right direction, especially given how quickly this is evolving? The session will cover a lot of ground, including: An overview of Containers and Serverless technologies with a focus on key differences.

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The Forrester Wave™: AI/ML Platforms: Vendor Strategy, Market Presence, and Capabilities Overview

As enterprises evolve their AI from pilot programs to an integral part of their tech strategy, the scope of AI expands from core data science teams to business, software development, enterprise architecture, and IT ops teams. The Forrester Wave™ evaluates Leaders, Strong Performers, Contenders, and Challengers.

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Monitoring AWS Container Environments at Scale

Particularly well-suited for microservice-oriented architectures and agile workflows, containers help organizations improve developer efficiency, feature velocity, and optimization of resources.

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Your Team's Pragmatic Guide to Security

Speaker: Naresh Soni, CTO, Tsunami XR

As technology leaders, it's time to rethink some of your product security strategy. Whether you need to rework your security architecture, improve performance, and/or deal with new threats, this webinar has you covered. What methods and architectures you should consider to proactively protect your data.

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Microservices: The Dark Side

Speaker: Prem Chandrasekaran

In his best-selling book Patterns of Enterprise Application Architecture, Martin Fowler famously coined the first law of distributed computing—"Don’t distribute your objects"—implying that working with this style of architecture can be challenging. Establishing the boundaries of your teams and services.