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Software engineering for machine learning: a case study

The Morning Paper

Software engineering for machine learning: a case study Amershi et al., Previously on The Morning Paper we’ve looked at the spread of machine learning through Facebook and Google and some of the lessons learned together with processes and tools to address the challenges arising. A general process. ICSE’19.

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Programs, life cycles, and laws of software evolution

The Morning Paper

Programs, life cycles, and laws of software evolution , Lehman, Proc. For more than two decades, however, the programming fraternity, and through them the computer-user community, has faced serious problems achieving this. On programming, projects, and products. The change process itself must be planned and controlled.

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Why you should care about robotic process automation

O'Reilly

In a classic 1983 paper , cognitive psychologist Lisanne Bainbridge drew attention to a curious irony: so-called “automated” systems were, in practice, usually attended by one or more human operators. The more advanced the system, she observed, “the more crucial…the contribution of the human operator.” RPA explained.

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How To Add eBPF Observability To Your Product

Brendan Gregg

This is also applicable for people adding it to their own in-house monitoring systems. E.g., to see process execution with timestamps using execsnoop(8): # execsnoop-bpfcc -T. You likely already have agents running on all your customer systems. If you want to run these tools 24x7, study overheads to understand the cost first.

Latency 145
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Expanding the AWS Cloud – An AWS Region is coming to South Africa!

All Things Distributed

With the AWS based system, Exatype can do this at a fraction of the cost. Using AWS, JUMO has been able to process this data more than 1 000 times faster. This program gives access to resources such as AWS credits, a jobs board, and training content to accelerate cloud-related learning.

AWS 167
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Netflix at AWS re:Invent 2019

The Netflix TechBlog

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. We explore all the systems necessary to make and stream content from Netflix.

AWS 100
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Netflix at AWS re:Invent 2019

The Netflix TechBlog

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. We explore all the systems necessary to make and stream content from Netflix.

AWS 100