Sat.Oct 28, 2023 - Fri.Nov 03, 2023

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Command Query Responsibility Segregation (CQRS)

DZone

The Initial Need Leading to CQRS The traditional CRUD (Create, Read, Update, Delete) pattern has been a mainstay in system architectures for many years. In CRUD, reading and writing operations are usually handled by the same data model and often by the same database schema. While this approach is straightforward and intuitive, it becomes less effective as systems scale and as requirements become more complex.

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Unmatched scalability and security of Dynatrace extensions now available for all supported technologies: 7 reasons to migrate your JMX and Python plugins

Dynatrace

What’s happening In our pursuit of continuous improvement, we’re bidding farewell to the Extension Framework 1.0 and focusing on a much-improved version 2.0 that offers security, scalability, and simplicity of use. Extensions 2.0 already address SNMP, WMI, SQL databases, and Prometheus technologies, serving the monitoring needs of hundreds of Dynatrace customers.

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Preliminary Thoughts on the White House Executive Order on AI

O'Reilly

Disclaimer: Based on the announcement of the EO , without having seen the full text. While I am heartened to hear that the Executive Order on AI uses the Defense Production Act to compel disclosure of various data from the development of large AI models, these disclosures do not go far enough. The EO seems to be requiring only data on the procedures and results of “Red Teaming” (i.e. adversarial testing to determine a model’s flaws and weak points), and not a wider range of inf

Energy 119
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How DoorDash Rearchitected its Cache to Improve Scalability and Performance

InfoQ

DoorDash rearchitected the heterogeneous caching system they were using across all of their microservices and created a common, multi-layered cache providing a generic mechanism and solving a number of issues coming from the adoption of a fragmented cache.

Cache 109
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Web Application Architecture: A Comprehensive Guide

DZone

When a user logs on to this desktop/laptop or mobile, opens a browser, and types the name of a website, the browser displays the required information, and the user performs an action on the site. Have you ever wondered how computers retrieve this information and what happens in the background? It’s an underlying web application architecture that makes this process possible.

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Platform engineering: Empowering key Kubernetes use cases with Dynatrace

Dynatrace

Digital transformation continues surging forward. Today, speed and DevOps automation are critical to innovating faster, and platform engineering has emerged as an answer to some of the most significant challenges DevOps teams are facing. With higher demand for innovation, IT teams are working diligently to release high-quality software faster. But this task has become challenging.

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How To Scale a Single-Host PostgreSQL Database With Citus

Percona

When it comes to Citus, successfully building out and scaling a PostgreSQL cluster across multiple nodes and even across data centers can feel, at times, to be an art form because there are so many ways of building it out. There’s an axiom that I think aptly applies to this situation describing the differences between science and art: – Science: 1 problem -> 1 solution – Art: 1 problem -> 1,000 solutions While the two previous Citus blogs that I wrote covered the fairly

Database 107

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Architecture Patterns: The Circuit-Breaker

DZone

In the world of distributed systems, the likelihood of components failing or becoming unresponsive is higher compared to monolithic systems. Given the interdependence of microservices or modules in a distributed setup, the failure of one component can lead to cascading failures throughout the system, potentially causing the entire system to malfunction or shut down.

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The top four log analytics and log management best practices

Dynatrace

The growing challenge in modern IT environments is the exponential increase in log telemetry data, driven by the expansion of cloud-native, geographically distributed, container- and microservice-based architectures. Organizations need a more proactive approach to log management to tame this proliferation of cloud data. By following key log analytics and log management best practices, teams can get more business value from their data.

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Resolving Data Drift in a Dual-Primary Topology With Replica

Percona

Hello friends, In Managed Services , we have the opportunity to see different technologies and various topologies, which makes the work fascinating and challenging at the same time. This time, I’m going to tell you about a particular case: a client with a dual-primary topology plus a replica, as detailed below: PS-primary-1=192.168.0.14 [RW] | PS-primary-2=192.168.0.59 [RW] (Slave_delay: 0) | PS-replica-1=192.168.0.99 [R] (Slave_delay: 0) [RW] means Read/Write access.

Database 104
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Questions for 2024

O'Reilly

This time of year, everyone publishes predictions. They’re fun, but I don’t find them a good source of insight into what’s happening in technology. Instead of predictions, I’d prefer to look at questions: what are the questions to which I’d like answers as 2023 draws to a close? What are the unknowns that will shape 2024? That’s what I’d really like to know.

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Should You Always Use a Service Mesh?

DZone

The service mesh has become popular lately, and many organizations seem to jump on the bandwagon. Promising enhanced observability, seamless microservice management, and impeccable communication, service mesh has become the talk of the town. But before you join the frenzy, it’s crucial to pause and reflect on whether your specific use case truly demands the adoption of a service mesh.

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APRA CPS 230 compliance, explained

Dynatrace

A key objective of the Australian Prudential Regulation Authority ( APRA ) is to ensure that APRA-regulated organisations remain resilient to operational risk. APRA outlines the measures that banks, mortgage lenders, and insurance organisations should take to keep critical promises to depositors, policyholders, and superannuation fund members. Those promises include ensuring continuous service and safeguarding personal information.

Cloud 224
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Is ANALYZE TABLE Safe on a Busy MySQL Database Server?

Percona

Sometimes, there is a need to update the table and index statistics manually using the ANALYZE TABLE command. Without going further into the reasons for such a need, I wanted to refresh this subject in terms of overhead related to running the command on production systems. However, the overhead discussed here is unrelated to the usual cost of diving into table rows to gather statistics, which we can control by setting the number of sample pages.

Servers 99
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Building and Running Percona Everest From Source Code

Percona Community

Digging deeper into the architecture of an open source product Recently, Percona team announced the public alpha version of a new open source product – Percona Everest. It allows you to create database clusters on Kubernetes cluster. I have installed Percona Everest several times and tried its features. Standard installation is very simple and takes a few minutes.

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Prometheus vs. Grafana in 2023: A Detailed Comparison

DZone

Prometheus and Grafana are two big names in the open-source world of observability. Both are widely liked and used, with vibrant, opinionated communities, and they routinely build on top of each other. So, how do Prometheus and Grafan stack up against each other?

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Digital first, and always: Five critical metrics for measuring customer experience at federal agencies

Dynatrace

The White House recently released the “Delivering a Digital-First Public Experience” memorandum, which seeks to transform the way the government interacts online with citizens. Accomplishing this goal involves ensuring digital services are “easy to use, trustworthy, and accessible.” Much of the memo focuses on the customer experience (CX). The memo directs agencies to conduct qualitative and quantitative research to better understand online interactions.

Metrics 216
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Percona Is Introducing Telemetry Mechanisms Into MySQL, PostgreSQL, and MongoDB

Percona

Percona has a mission to provide the best open source database software, support, and services so our users can innovate freely. We are proud of how far we have come over the last 16+ years. Continuing this trajectory into the future improvements in the development of our software products will require many decisions. Our hope is to make these decisions with as much useful data as possible.

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Exploring Kubernetes Operators

Percona Community

The concept of Kubernetes Operators was introduced around 2016 by the CoreOS Linuxdevelopment team. They were in search of a solution to improve automated container management within Kubernetes, primarily with the goal of incorporating operational expertise directly into the software. According to the Cloud Native Computing Foundation, “Operators are software extensions that use custom resources to manage applications and their components”.

Cloud 58
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Turbocharge Your Content Delivery With CDN Multiple Origins Load Balancer!

IO River

Turbocharge Your Content Delivery With CDN Multiple Origins Load Balancer! With the ever-growing demands of the internet, websites and web applications face the challenge of delivering content swiftly and efficiently to users worldwide. Enter the concept of Content Delivery Networks (CDN) with Multiple Origins Load Balancing. ‍Just as a well-coordinated airport directs flights to multiple runways based on traffic and weather conditions, a CDN with Multiple Origins Load Balancing ensures that

Traffic 52
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What is platform engineering?

Dynatrace

With growing multicloud complexity and the need for organization-wide scalability, self-service and automation capabilities have become increasingly essential for developer productivity. In response to this shift, platform engineering is growing in popularity. Many consider it an effective solution for improving efficiency and overall satisfaction for developers across a variety of organizations and industries.

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Best Practices for a Seamless MongoDB Upgrade

Percona

Ready to supercharge your MongoDB experience? MongoDB is a dynamic database system continually evolving to deliver optimized performance, robust security, and limitless scalability. Upgrading to the newest release of MongoDB is the key to unlocking its full potential, but it’s not as simple as clicking a button; it requires meticulous planning, precise execution, and a deep understanding of the upgrade process.

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Streaming SQL in Data Mesh

The Netflix TechBlog

Democratizing Stream Processing @ Netflix By Guil Pires , Mark Cho , Mingliang Liu , Sujay Jain Data powers much of what we do at Netflix. On the Data Platform team, we build the infrastructure used across the company to process data at scale. In our last blog post, we introduced “Data Mesh” — A Data Movement and Processing Platform. When a user wants to leverage Data Mesh to move and transform data, they start by creating a new Data Mesh pipeline.

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Optimizing Video Streaming CDN Architecture for Cost Reduction and Enhanced Streaming Performance

IO River

Remember when we could stream without thinking about optimizations? Those days are long gone. Now, with viewers all over the world expecting flawless and high-definition streaming, video providers have their work cut out for them. They need to deliver impeccable performance without breaking the bank.According to recent industry statistics, global streaming has seen an uptick of 30% in the past year, underscoring the importance of efficient CDN architecture strategies.

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DevOps automation: We’re only halfway there

Dynatrace

Digital transformation has significantly increased the organizational demand to innovate faster. But with many organizations relying on traditional, manual processes to ensure service reliability and code quality, software delivery speed suffers. As a result, organizations are investing in DevOps automation to meet the need for faster, more reliable innovation.

DevOps 207
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Top 3 Questions From Percona k8s Squad Ask-Me-Anything Session

Percona

On October 24th, the Percona Kubernetes Squad held the first Ask-me-Anything (AMA) session to address inquiries regarding the utilization of Kubernetes for database deployment. This blog post will outline the top three questions raised during the session and provide thorough responses from our team of experts. Q1: When is it appropriate to use Kubernetes for databases, and when is it not recommended?

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What is FinOps? How to keep cloud spend in check

Dynatrace

Spiraling cloud architecture and application costs have driven the need for new approaches to cloud spend. Nearly half (49%) of organizations believe their cloud bill is too high , according to a CloudZero survey. Further, a Flexera report found that small to medium-sized businesses spend approximately $1.2 million on cloud computing , while large enterprises shell out upward of $12 million annually.

Cloud 198
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Dynatrace Managed release notes version 1.278

Dynatrace

We have released Dynatrace Managed version 1.278. To learn what’s new, have a look at the release notes. The post Dynatrace Managed release notes version 1.278 appeared first on Dynatrace news.

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Vulnerability remediation accelerated for one company on AWS, enabling faster, more secure releases

Dynatrace

Imagine spending nearly 100 hours on every vulnerability remediation issue. For many teams, this isn’t something they have to imagine—it’s something they experience regularly. For one major European financial services company, this was their reality prior to adopting Dynatrace Application Security. The impact on their staff and bottom line was the wake-up call they needed to adapt their security approach.

AWS 193
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How automation and AI can help close the security talent gap without alienating cyber teams

Dynatrace

The cybersecurity talent shortfall is real and not going away anytime soon. There are now 3.5 million global vacancies for the profession, up from 1 million vacancies ten years ago. In attempting to address this difficult workforce challenge, chief information security officers (CISOs) are considering automation and artificial intelligence (AI) defense tools as a cost-effective, highly efficient option.

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Proactive runtime security transforms releases on AWS

Dynatrace

Runtime security vulnerabilities, if discovered in a customer-facing product environment, are far more costly to an organization than if they’re caught in earlier stages of development. Impacts of runtime vulnerabilities range from lost revenue to lost customers, among other things. Additionally, the measures organizations need to take to remediate a vulnerability or attack in a production environment often takes a toll on the teams left searching for where the vulnerabilities are and how to blo

AWS 181
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Why Choose a Third-Party Database Migration Service

Percona

Sure, database migration is complex, particularly when you’re looking to migrate from a proprietary database to an open source one. But you’re probably confident you and your team can handle it — and you’re probably right! But just because you can do something doesn’t mean that it’s in your best interest to do so.

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Percona Operators Deployment Explained: Delving Into Cluster-Wide vs. Namespace-Scoped

Percona

Namespaces in Kubernetes provide a way to isolate groups of resources within a single cluster. They are useful in multi-tenant environments with a few to tens of users and teams. They also allow dividing cluster resources between these users through quotas. Percona Operators come with cluster-wide and namespace-scope deployments. When you have a multi-namespace Kubernetes cluster, it poses a question of which way to use it.

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Percona Monitoring and Management 2.40.1, Percona Distribution for MongoDB 6.0.11: Release Roundup October 31, 2023

Percona

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Percona software is designed for peak performance, uncompromised security, limitless scalability, and disaster-proofed availability.

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MySQL Backup and Recovery Best Practices: The Ultimate Guide

Percona

This blog was originally published in January 2021 and updated in November of 2023. As businesses and applications increasingly rely on MySQL databases to manage their critical data, ensuring data reliability and availability becomes paramount. In this age of digital information, robust backup and recovery strategies are the pillars on which the stability of applications stands.

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How to Install and Run PostgreSQL Using Docker

Percona

This blog was originally published in Sept 2021 and was updated in November 2023. Following the series of blogs started by Peter Zaitsev in Installing MySQL with Docker , on deploying Docker containers running open source databases, in this article, I’ll demonstrate how to install and run PostgreSQL using Docker. Before proceeding, it is important to remind you of Peter’s warning from his article, which applies here as well: “The following instructions are designed to get a tes

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MongoDB Docker Installation: Everything You Need to Know

Percona

This blog was originally published in August of 2021 and updated in November of 2023. Following the series of blogs written with the intention to describe basic operations matching Docker and open source databases, in this article, I will demonstrate how to proceed with installing MongoDB with Docker. The first one, written by Peter Zaitsev, was Installing MySQL with Docker.