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6 key considerations for selecting an AI systems vendor

CIO

Choosing the right AI systems vendor – one with the right capabilities – won’t solve all these issues. To achieve AI success, IT leaders need a systems vendor who goes far beyond simply plugging the latest GPU processor into a standard rack-mount server. But it can simplify achieving your AI goals.

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Machine learning model serving architectures

Xebia

Your model has to leave the comforts of your development environment and is ready to move to production to be consumed by the end user. Selecting the right architectural serving pattern is paramount in creating the most business value from your model. Those are more advanced serving architecture warranting a blog post of their own.

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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. It can also help businesses navigate complex IT structures or to make IT more accessible to other business units.

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Software Architecture Design Patterns for Serverless System

Dzone - DevOps

Since the concept of a “ serverless ” system is gaining traction, you’re likely to develop curiosity in this regard. With an assurance of flexibility, scalability, and cost-effectiveness, the serverless system brings a paradigm shift in the software development arena.

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Building Evolvable Architectures

Speaker: Dr. Rebecca Parsons, CTO of ThoughtWorks

The software development ecosystem exists in a state of dynamic equilibrium, where any new tool, framework, or technique leads to disruption and the establishment of a new equilibrium. It’s no surprise many CIOs and CTOs are struggling to adapt, in part because their architecture isn’t equipped to evolve.

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Agile Book Club: System Architecture

James Shore

But what about the components that make up a deployed system? Those components and interactions form your system architecture. Evolutionary System Architecture. ?? Discussion prompts: How have you seen teams approach designing system architecture? Doc Norton joins us to explore this question further.

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3 things to consider when building responsible GenAI systems

CIO

Although the GenAI market is still at a nascent stage, some important tenets are already starting to emerge for responsible development and use (As told to us by Microsoft’s Sriram Subramanian ). These will help to force developers working with the models to produce more responsible apps. What are the challenges?

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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. Key metrics to monitor when leveraging two container orchestration systems. Containers power many of the applications we use every day.

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Why Distributed Tracing is Essential for Performance and Reliability

Speaker: Daniel "spoons" Spoonhower, CTO and Co-Founder at Lightstep

Many engineering organizations have now adopted microservices or other loosely coupled architectures, often alongside DevOps practices. Together these have enabled individual service teams to become more independent and, as a result, have boosted developer velocity.