System Architecture

System Architecture

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Mercat
Mercat
·cowlark.com·
Mercat
Working with the new Idempotency Keys RFC
Working with the new Idempotency Keys RFC
Idempotency is when doing an operation multiple times is guaranteed to have the same effect as doing it just once. When working with APIs…
·httptoolkit.com·
Working with the new Idempotency Keys RFC
Automating Away Regex
Automating Away Regex
Regular expressions are a potent tool for pattern matching and text manipulation, and Codeium can help you generate them.
·codeium.com·
Automating Away Regex
Visualizing Uncertainty for Non-Expert End Users: The Challenge of the Deterministic Construal Error
Visualizing Uncertainty for Non-Expert End Users: The Challenge of the Deterministic Construal Error
There is a growing body of evidence that numerical uncertainty expressions can be used by non-experts to improve decision quality. Moreover, there is some evidence that similar advantages extend to graphic expressions of uncertainty. However, visualizing uncertainty introduces challenges as well. Here, we discuss key misunderstandings that may arise from uncertainty visualizations, in particular the evidence that users sometimes fail to realize that the graphic depicts uncertainty. Instead they have a tendency to interpret the image as representing some deterministic quantity. We refer to this as the deterministic construal error. Although there is now growing evidence for the deterministic construal error, few studies are designed to detect it directly because they inform participants upfront that the visualization expresses uncertainty. In a natural setting such cues would be absent, perhaps making the deterministic assumption more likely. Here we discuss the psychological roots of this key but underappreciated misunderstanding as well as possible solutions. This is a critical question because it is now clear that members of the public understand that predictions involve uncertainty and have greater trust when uncertainty is included. Moreover, they can understand and use uncertainty predictions to tailor decisions to their own risk tolerance, as long as they are carefully expressed, taking into account the cognitive processes involved.
·frontiersin.org·
Visualizing Uncertainty for Non-Expert End Users: The Challenge of the Deterministic Construal Error
Kafka Monitoring with eBPF: It’s a Whole New Perspective
Kafka Monitoring with eBPF: It’s a Whole New Perspective
Find out why comprehensive monitoring of your Kafka performance is critical and why standard approaches like server-side monitoring can undercut visibility into Kafka performance – even if you don't realize it until it's too late. Get the tips you need to improve your Kafka monitoring strategy by leveraging tools like eBPF.
·groundcover.com·
Kafka Monitoring with eBPF: It’s a Whole New Perspective
NixOS: A Combination Linux OS and Package Manager
NixOS: A Combination Linux OS and Package Manager
The NixOS Linux distribution offers the promise of faster repeatable builds across hardware platforms, but has a learning curve.
·thenewstack.io·
NixOS: A Combination Linux OS and Package Manager
Blog
Blog
·spacetimedb.com·
Blog
In Defense of Systems that Fail — Bunker Labs
In Defense of Systems that Fail — Bunker Labs
by Chloé VULQUIN In recent times, as an industry, we've been building systems that are progressively less likely to fail. From the erlan...
·pencil.toast.cafe·
In Defense of Systems that Fail — Bunker Labs
TXR Lisp
TXR Lisp
·nongnu.org·
TXR Lisp
Event Modeling Introduction
Event Modeling Introduction
Event Modeling can be applied in designing systems that will store state in traditional databases. By providing a more thorough design, the solution can be implemented with a lot less waste that usually comes in the form of having to re-visit finished items as the solution is built up.
·eventmodeling.org·
Event Modeling Introduction
Rethinking Serverless with FLAME
Rethinking Serverless with FLAME
Imagine if you could auto scale simply by wrapping any existing app code in a function and have that block of code run in a temporary copy of your app
·fly.io·
Rethinking Serverless with FLAME
Carbon footprint estimator for AWS instances - Teads
Carbon footprint estimator for AWS instances - Teads
Curious about the power consumption and carbon footprint of an EC2 instance? As part of the first Measure challenge, get an estimation below.
·engineering.teads.com·
Carbon footprint estimator for AWS instances - Teads
Building an AWS EC2 Carbon Emissions Dataset
Building an AWS EC2 Carbon Emissions Dataset
Sharing an estimation of EC2 instances’ carbon footprint, related to both manufacturing and using the servers
·medium.com·
Building an AWS EC2 Carbon Emissions Dataset
Estimating AWS EC2 Instances Power Consumption
Estimating AWS EC2 Instances Power Consumption
TL;DR We simulated several kinds of workloads and measured memory and CPU consumption on five bare metal instances.
·medium.com·
Estimating AWS EC2 Instances Power Consumption
The Bespoke Supercomputing Architecture That Stood the Test of Time - The Next Platform
The Bespoke Supercomputing Architecture That Stood the Test of Time - The Next Platform
In the history of computing, there has been an endless push and pull between the need for general-purpose versus fine-tuned custom systems and software. While general purpose will, by nature, prevail on leadership-class HPC, the work done in meticulous world of ASIC design, system and software optimization filters into architectural thinking eventually. In the case
·nextplatform.com·
The Bespoke Supercomputing Architecture That Stood the Test of Time - The Next Platform
Building for tomorrow
Building for tomorrow
This series is all about infrastructure: the invisible layer of wires and guts and light that makes everything run. It’s not in the best shape, but what would it take to make it better?
·theverge.com·
Building for tomorrow