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Growing Pains: Learning From SysML v1

DZone

Systems Engineering is the discipline of integrating parts into a functioning whole. In the early 2000s, members of the International Council on Systems Engineering (INCOSE) and the Object Management Group (OMG) joined together to create a graphical modeling language that was tailored to the needs of systems engineers.

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Scaling Media Machine Learning at Netflix

The Netflix TechBlog

This feature store is equipped with a data replication system that enables copying data to different storage solutions depending on the required access patterns. Training Performance Media model training poses multiple system challenges in storage, network, and GPUs.

Media 294
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Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix TechBlog

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. This architecture shift greatly reduced the processing latency and increased system resiliency. Over the years, the system expanded to support various new use cases. This introductory blog focuses on an overview of our journey.

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DevOps automation: From event-driven automation to answer-driven automation [with causal AI]

Dynatrace

The evolution of DevOps automation Since the concept of DevOps emerged around 2007 and 2008 in response to pain points with Agile development, DevOps automation has been continuously evolving. Consider an event-driven automation system designed for incident management. But it doesn’t stop there.

DevOps 230
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So many bad takes?—?What is there to learn from the Prime Video microservices to monolith story

Adrian Cockcroft

See The Value Flywheel Effect book for more on serverless first, and read Sam Newman’s Building Microservices: Desiging Fine-Grained Systems book to get the best practices on when and how to use the techniques to effectively build, manage and operate this way.

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The Surprising Effectiveness of Non-Overlapping, Sensitivity-Based Performance Models

John McCalpin

The presentation discusses a family of simple performance models that I developed over the last 20 years — originally in support of processor and system design at SGI (1996-1999), IBM (1999-2005), and AMD (2006-2008), but more recently in support of system procurements at The Texas Advanced Computing Center (TACC) (2009-present).

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Transparent Huge Pages Refresher

Percona

Transparent Huge Pages (THP) is a memory management feature in Linux operating systems that aims to enhance system performance. The concept of HugePages in Linux has existed for many years, first introduced in 2007. In order to understand THP, we should first start with a brief description of Linux HugePages.