Mon.Feb 05, 2024

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Effective Log Data Analysis With Amazon CloudWatch: Harnessing Machine Learning

DZone

In today's cloud computing world, all types of logging data are extremely valuable. Logs can include a wide variety of data, including system events, transaction data, user activities, web browser logs, errors, and performance metrics. Managing logs efficiently is extremely important for organizations, but dealing with large volumes of data makes it challenging to detect anomalies and unusual patterns or predict potential issues before they become critical.

Analytics 278
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Five Notable Changes in Percona Everest Alpha

Percona

Percona Everest is a cloud-native database platform to deploy and manage enterprise-grade PostgreSQL, MongoDB, and MySQL database clusters.Percona Everest 0.7.0 (Alpha) was released on January 31, 2024. The new version contains significant changes on the backend. However, I will show what is visible to the user. Let’s explore what has improved.1.

Database 101
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Linux Mint Debian Edition Makes Me Believe It’s Finally the Year of the Linux Desktop

DZone

It wasn't long ago that I decided to ditch my Ubuntu-based distros for openSUSE , finding LEAP 15 to be a steadier, more rock-solid flavor of Linux for my daily driver. The trouble is, I hadn't yet been introduced to Linux Mint Debian Edition (LMDE) , and that sound you hear is my heels clicking with joy. LMDE 6 with the Cinnamon desktop.

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Percona Monitoring and Management 2.41.1, Percona Distribution for MongoDB 7.0.5: Release Roundup February 5, 2024

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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Empowering Developers With Data in the Age of Platform Engineering

DZone

The age of digital transformation has put immense pressure on developers. Research shows that developers spend just 40% of their time writing productive code, with the rest consumed by undifferentiated heavy lifting. This ineffective use of skilled talent hurts developer retention and productivity. At Dynatrace ’s Perform 2024 conference, Andi Grabner , DevOps Activist at Dynatrace, sat down with Marcio Lena , IT Senior Director of Application Intelligence and SRE at Dell Technologies, to discus

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Presentation: Managing 238M Memberships at Netflix

InfoQ

Surabhi Diwan discusses how the Netflix’ membership team outgrew many of its technology and architectural choices as memberships went from a few hundred thousand to 200 million.

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Demystifying Dynamic Programming: From Fibonacci to Load Balancing and Real-World Applications

DZone

Dynamic Programming ( DP ) is a technique used in computer science and mathematics to solve problems by breaking them down into smaller overlapping subproblems. It stores the solutions to these subproblems in a table or cache, avoiding redundant computations and significantly improving the efficiency of algorithms. Dynamic Programming follows the principle of optimality and is particularly useful for optimization problems where the goal is to find the best or optimal solution among a set of feas

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Mastering Latency With P90, P99, and Mean Response Times

DZone

In the fast-paced digital world, where every millisecond counts, understanding the nuances of network latency becomes paramount for developers and system architects. Latency, the delay before a transfer of data begins following an instruction for its transfer, can significantly impact user experience and system performance. This post dives into the critical metrics of latency: P90, P99, and mean response times, offering insights into their importance and how they can guide in optimizing services

Latency 147
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How to use Server Timing to get backend transparency from your CDN

Speed Curve

80% of end-user response time is spent on the front end. That performance golden rule still holds true today. However, that pesky 20% on the back end can have a big impact on downstream metrics like First Contentful Paint (FCP), Largest Contentful Paint (LCP), and any other 'loading' metric you can think of. Server-timing headers are a key tool in understanding what's happening within that black box of Time to First Byte (TTFB).

Servers 57