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Automate Observability Tasks with Logz.io Machine Learning

As an observability provider, we are always confronted with our clients’ goal for faster resolution of problems and better overall performance of their systems. By working on large-scale projects at Logz.io, I see the same main challenge coming up for all: extracting valuable insights from huge volumes of data generated by modern systems and applications.

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The Role of Kubernetes in Production Traffic Replication

Organizations are starting to realize that simply writing tests to generate traffic is simply not good enough. Rather, production traffic replication is now necessary, where you record traffic from your production environment and then replay it in your development environment. To match the modern principles of this testing methodology, it makes sense to also utilize modern infrastructure, like Kubernetes. Some benefits of using Kubernetes for production traffic replication are the ability to: Additionally, load generators are ephemeral. These reasons-and a few more besides-will be covered later in this post, but let's first take a deeper look at what production traffic replication is.

How AI is Redefining Direct Store Delivery

For those outside the grocery industry, direct store delivery (DSD) is a distribution model used by manufacturers/CPGs that entails delivering products directly to retail store shelves. This model is extremely conducive for perishable food categories. During your typical grocery shopping, you may notice that store employees these days do relatively little replenishment in the aisles.

Top 3 Advantages of Remote Support Software for SMBs

Your employees and customers are constantly on the move and rely on their mobile devices to stay connected and productive. On-demand remote support is crucial when technical issues become a roadblock in their day. With mobile device remote support, your IT team can troubleshoot problems quickly and efficiently from a tablet, computer, or smartphone.

What is MLOps?

MLOps is the short term for machine learning operations and it represents a set of practices that aim to simplify workflow processes and automate machine learning and deep learning deployments. It accomplishes the deployment and maintenance of models reliably and efficiently for production, at a large scale. MLOps is slowly evolving into an independent approach to the machine learning lifecycle that includes all steps – from data gathering to governance and monitoring.

Comprehensive Stock Trading App Development And Design Guide

A stock trading app is an end-user platform where equities are bought and sold. Stock trading apps focus on the proper ways to manage money, including borrowing, storing, lending, spending, investing, and even protecting it. Trading app development utilizes technology that helps people manage their entire financial activities even more effectively.

What is FluentD, and how does it work with Kubernetes?

FluentD is a free and open-source data collector. With its decentralized ecosystem, it’s known for its built-in reliability and cross-platform compatibility. One of the biggest challenges in big data collection is the lack of standardization between collection sources. They just aren’t able to talk to each other. With FluentD, you can address one of the biggest challenges to big data log collection.

Kubernetes Lens: Improving Operational Awareness of Kubernetes Clusters

Kubernetes Lens is an integrated development environment (IDE) that allows users to connect and manage multiple Kubernetes clusters on Mac, Windows, and Linux platforms. It is an intuitive graphical interface that allows users to deploy and manage clusters directly from the console. It provides dashboards that display key metrics and insights into everything running on a cluster, including deployments, configurations, networking, storage, and access control.