Author: admin13789yYur

Rankin pointed to an analysis that looked at 39 different viral outbreaks in birds from 1959 to 2015, where a low pathogenic avian influenza became a highly pathogenic one. Out of those, 37 were associated with commercial poultry operations. “So it’s a very clear relationship between the increasing pathogenicity of this virus and its relationship with industrial animal raising,” Rankin said. Some researchers worry that large farms with multiple species are providing the optimal conditions for more species-to-species transfer. In North Carolina, the second-largest hog-producing state after Iowa, some farmers have started raising both chickens and hogs under contracts that…

When it comes to exposing services from a Kubernetes cluster and making it accessible from outside the cluster, the recommended option is to use a load-balancer type service to redirect incoming traffic to the right pod. In a bare-metal cluster, using this type of service leaves the EXTERNAL-IP field of the service as pending, making it unavailable outside of the cluster. Comparatively, this is a native feature of Cloud managed clusters. Let’s find out how to achieve a similar result in a bare-metal cluster. For the past few years, managed cloud Kubernetes clusters offers have thrived with the continuous growth…

This is a joint post with Inbar Naor. Originally published at engineering.taboola.com. Now that we know what uncertainty types exist and learned some ways to model them, we can start talking about how to use them in our application. In this post we’ll introduce the exploration-exploitation problem and show you how uncertainty can help in solving it. We’ll focus on exploration in recommender systems, but the same idea can be applied in many applications of reinforcement learning — self driving cars, robots, etc. The goal of a recommender system is to recommend items that the users might find relevant. At…

Yesterday, Google announced its new quantum computing chip called the “Willow.” The company claims that the Willow only takes five minutes to solve a problem compared to the world’s fastest supercomputers which would take ten septillion years to complete. Google unveils the new quantum chip “Willow” with breakthrough achievements So, what’s so special about Willow? Besides powerful performance, Willow can significantly reduce errors. For those unaware, quantum computing uses qubits instead of bits. Reuters notes that “qubits are fast but error-prone.” That’s because they tend to quickly exchange information with their environment. In a published research paper, Google adds that…

With many security challenges solved by design in its core conception, lots of projects benefit from using WebAssembly. WasmEdge runtime is an efficient Virtual Machine optimized for edge computing. Its main use cases are: Jamstack apps, through a static front end with a serverless backend (FaaS) Automobiles IoT and Stream processing It is an embeddable virtual machine that can be used as a process, in a process, or orchestrated as a native OCI container (providing an OCI compliant interface). What is WebAssembly? WebAssembly (Wasm) is a byte-code meant to be run alongside JavaScript, it is a successor to a few…

This is a joint post with Inbar Naor. Originally published at engineering.taboola.com. In the first post of the series we discussed three types of uncertainty that can affect your model — data uncertainty, model uncertainty and measurement uncertainty. In the second post we talked about various methods to handle the model uncertainty specifically. Then, in our third post we showed how we can use the model’s uncertainty to encourage exploration of new items in recommender systems. Wouldn’t it be great if we can handle all three types of uncertainty in a principled way using one unified model? In this post…

TL;DR Spotify’s Car Thing has been officially discontinued and bricked as of December 9, 2024. However, some users have found ways to bypass the brick and continue using the device. These solutions range from avoiding updating the Spotify app to pressing a button combo while the device is booting to bypass the discontinuation screen. There are also community projects that offer a second life to Car Thing. Spotify launched the Car Thing in 2021, but the dedicated Spotify player for your car didn’t last very long. In May 2024, Spotify announced its decision to brick the device on December 9,…

Good tech adventures start with some frustration, a need, or a requirement. This is the story of how I simplified the management and access of my local web applications with the help of Traefik and dnsmasq. The reasoning applies just as well for a production server using Docker. My dev environment is composed of a growing number of web applications self-hosted on my laptop. Such applications include several websites, tools, editors, registries, … They use databases, REST APIs, or more complex backends. Take the example of Supabase, the Docker Compose file includes the Studio, the Kong API gateway, the authentication…

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