ContentPosts from @desertprincess..
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Streaming-First Infrastructure for Real-Time Machine Learning

This article discussesthe benefits of a streaming-first infrastructure for real-time machine learning, including: - fast responses, - continual learning, - and adapting to changes in data distributions in production.Online prediction can be improved through a real-time pipeline, and event-driven mic.. read more  

Streaming-First Infrastructure for Real-Time Machine Learning
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GPT-powered deepfakes are a ‘powder keg’

The use of GPT-powered deepfakes has become a "powder keg,"according to an article in Fast Company. Startups like Hour One and Synthesia are using generative AI to create virtual people for use in online learning, personalized ads, news reports and other content. While these virtual people have pro.. read more  

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[INFOGRAPHIC] The True Cost of Downtime: 21 Stats You Need to Know

This article discusses the true cost of downtime and provides21 statisticsto illustratethe impact of downtime on revenue, productivity, reputation, and more. The article highlights that downtime happens in every organization, and its consequences are going up. Cyberattacks, human error, and network.. read more  

[INFOGRAPHIC] The True Cost of Downtime: 21 Stats You Need to Know
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How Cloudflare Broke My Build and How I Fixed It

An open-source project failed to build on a continuous integration service due to a failure to upload source code coverage data to coveralls.io. The cause of the failure was found to be Cloudflare, a service provider used by coveralls.io. The author reached out to coveralls.io support and found tha.. read more  

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Gitlab: How we improved on-call life by reducing pager noise

The article discusseshow GitLab improved the quality of life for their on-call SREsbyreducing the number of pages they receive during service-wide degradation. They achieved this by grouping alerts by service and introducing service dependencies for alerting/paging. The on-call now receives only on.. read more  

Gitlab: How we improved on-call life by reducing pager noise
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How your brain data could be used against you

Brain stimulation technologies that use magnetic or electrical pulses to change the way our brains work are generating huge amounts of data about individuals’ brains, which could be used against them in a court of law. Brain data collected by pacemakers, electrodes implanted in people’s brains, and.. read more  

How your brain data could be used against you
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Lesson learned while scaling Kubernetes cluster to 1000 pods in AWS EKS

The article discussesthe challenges and lessons learned while scaling a Kubernetes cluster to 1000 pods in AWS EKS. Some of the challenges include - AWS resource limits, - IP address exhaustion, - control plane performance issues, - workload calculations.The article provides tips on workload calcul.. read more  

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Deploying Amazon EKS Windows managed node groups

This article discusses the support forAmazon EKS Managed Node Group (MNG) for Windows containers, which was launched on December 15, 2022. Amazon EKS MNGs automate the provisioning and management of nodes for Amazon EKS Kubernetes clusters. With Amazon EKS MNGs, users can create, update, or termina.. read more  

Deploying Amazon EKS Windows managed node groups
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Man beats machine at Go in human victory over AI

An amateur player has defeated a highly ranked AI system at the board game Go bytaking advantageof a previously unknown flaw in the computer program. The tactics that led to the victory were suggested by a computer program that had identified a weakness in the AI system. The triumph highlights a we.. read more  

Man beats machine at Go in human victory over AI
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Container security fundamentals: Exploring containers as processes

In this post, the author exploresthe fundamental concept that containers are processes, just like any other application running directly on the host operating system. This means thatexisting Linux tools can be used to interact with and debug containerized environments. The/proc filesystemcan be use.. read more  

Container security fundamentals: Exploring containers as processes