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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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Transitional Architecture

Martin Fowler

Ian Cartwright, Rob Horn, and James Lewis explain how to build and evolve a Transitional Architecture that supports this collaboration as it changes over time. For this to work, intermediate configurations may require integrations that have no place in the target architecture of the new system.

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What is a data architect? Skills, salaries, and how to become a data framework master

CIO

The data architect also “provides a standard common business vocabulary, expresses strategic requirements, outlines high-level integrated designs to meet those requirements, and aligns with enterprise strategy and related business architecture,” according to DAMA International’s Data Management Body of Knowledge.

Data 330
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Course Enterprise Architecture – Step 1 – Strategy

Xebia

My second run as teacher Enterprise Architecture is near the finishline and still loving it. architecture #enterprisearchitecture #masterofscience Enterprise Architecture – Step 1 – Strategy Enterprise Architecture as a topic is evolving and gaining in interest at various organizations in the Netherlands and abroad.

Course 130
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Modern Data Architecture for Embedded Analytics

Every data-driven project calls for a review of your data architecture—and that includes embedded analytics. Before you add new dashboards and reports to your application, you need to evaluate your data architecture with analytics in mind. 9 questions to ask yourself when planning your ideal architecture.

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How to Create a Microservice Architecture With Java

Dzone - DevOps

So, have you ever heard of Microservices Architecture? In this blog post, we're going to give you the lowdown on what Microservices Architecture is, its benefits, and how Java can be a great fit for building microservices. It's a modern approach to building software systems that are flexible, scalable, and easy to maintain.

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4 ways to overcome pushback for composable architecture

Netlify

Aligning stakeholders on why composable architecture is important for your business is difficult. Here’s how to overcome pushback for composable architecture.

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Best Practices for Deploying & Scaling Embedded Analytics

Read more about how to simplify the deployment and scalability of your embedded analytics, along with important considerations for your: Environment Architecture: An embedded analytics architecture is very similar to a typical web architecture.

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Build Your Open Data Lakehouse on Apache Iceberg

Speaker: Veena Vasudevan and Jason Hughes

With data stored in vendor-agnostic files and table formats like Apache Iceberg, the open lakehouse is the best architecture to enable data democratization. In this webinar, Dremio and AWS will discuss the most common challenges in data architecture and how to overcome them with an open data lakehouse architecture on AWS.

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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 to make the right architectural choices given particular application patterns and risks. Join us to learn how you can unlock the benefits of the modern tech stack! 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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Top Considerations for Building an Open Cloud Data Lake

In this paper, we explore the top considerations for building a cloud data lake including architectural principles, when to use cloud data lake engines and how to empower non-technical users. Read this paper to learn about: The value of cloud data lakes as the new system of record.

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Your Team's Pragmatic Guide to Security

Speaker: Naresh Soni, CTO, Tsunami XR

Whether you need to rework your security architecture, improve performance, and/or deal with new threats, this webinar has you covered. Naresh Soni, CTO of Tsunami XR, will take us through critical information to make smart choices in how to protect our organizations. How to evaluate pros and cons of different processes.

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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. How these strategies can be applied in different size engineering organizations.

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Building Like Amazon

Speaker: Leo Zhadanovsky, Principal Solutions Architect, Amazon Web Services

Amazon's journey to its current modern architecture and processes provides insights for all software development leaders. In this fast paced talk, he will cover: How to decompose for agility. How Amazon thinks about metrics. We are excited to be joined by Leo Zhadanovsky, Principal Solutions Architect at Amazon Web Services.

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Building Evolvable Architectures

Speaker: Dr. Rebecca Parsons, CTO of ThoughtWorks

It’s no surprise many CIOs and CTOs are struggling to adapt, in part because their architecture isn’t equipped to evolve. This webinar will discuss what’s at stake if companies continue to use long term architecture plans. Join Dr. Rebecca Parsons, CTO at ThoughtWorks, as she presents: How to build evolvable solutions.