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In-House Model Serving Infrastructure for GPU Flexibility

DZone

As deep learning models evolve, their growing complexity demands high-performance GPUs to ensure efficient inference serving. Many organizations rely on cloud services like AWS, Azure, or GCP for these GPU-powered workloads, but a growing number of businesses are opting to build their own in-house model serving infrastructure. This shift is driven by the need for greater control over costs, data privacy, and system customization.

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Analyze OpenTelemetry traces and log data at scale: Accelerate troubleshooting and optimize application performance

Dynatrace

Considering the latest State of Observability 2024 report, it’s evident that multicloud environments not only come with an explosion of data beyond humans’ ability to manage it. It’s increasingly difficult to ingest, manage, store, and sort through this amount of data. According to 85% of tech leaders, organizations also see a substantial rise in complexity caused by increased tool volume.

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A Comprehensive Guide to Database Sharding: Building Scalable Systems

DZone

In this article, we’ll dive deep into the concept of database sharding, a critical technique for scaling databases to handle large volumes of data and high levels of traffic. Here’s what you can expect to learn: What is Sharding?: We’ll start by defining what sharding is and why it’s essential for modern, high-performance databases. You’ll understand how sharding can help overcome the limitations of traditional database scaling methods.

Database 251
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Isabel Carvalho of Dynatrace makes CRN’s 100 People You Don’t Know But Should list for 2024

Dynatrace

CRN® , a brand of The Channel Company , has named Isabel Carvalho, Senior Director of the Dynatrace Worldwide Partner Program and Operations, as an honoree on its 100 People You Don’t Know But Should list for 2024. This annual list honors the dedicated, talented people who work behind the scenes in the IT channel to set their company’s partners up for success.

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The Ultimate Contract Templates for Tech Consultants: Protect Your Business and Get Paid

CSS Wizardry

As a tech consultant , having airtight contracts isn’t just about the paperwork—it’s about protecting your business and ensuring you get paid on time. I’ve developed a Contracts Starter Pack specifically for tech consultants to address common challenges, such as securing intellectual property, managing payment terms, and avoiding scope creep. Why You Need Contract Templates as a Tech Consultant In the fast-paced world of tech consulting—especially where shorter, more tactical engagement are conc

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MySQL 8.0 vs. 5.7: Are the Newer Versions More Problematic?

Percona

There has been much discussion recently about the stability and performance of the latest MySQL releases. Many database professionals are voicing concerns, especially after encountering several issues in the newer versions. Issues with MySQL 8.0.38 Let’s start with some important news from Marco Tusa.

Database 107
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Netflix’s Pushy: Evolution of Scalable WebSocket Platform That Handles 100Ms Concurrent Connections

InfoQ

Netflix shared details on the evolution of Pushy, a WebSocket messaging platform that supports push notifications and inter-device communication across many different devices for the company’s products. Netflix’s engineers implemented many improvements across the Pushy ecosystem to ensure the platform's scalability and reliability and support new capabilities.

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Performance Hero: Sia Karamalegos

Speed Curve

Sia Karamalegos is a web performance diva we've come to know through her many articles, workshops, conference talks, and her stint as an MC at performance.now() last year – not to mention her role in speeding up a pretty big slice of the internet! Sia is kind, funny, smart as heck, and always down to talk web performance (especially if you have a Shopify site).

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Understanding MySQL Indexes: Types, Benefits, and Best Practices

Percona

When it comes to MySQL databases, performance is everything. As more activities move online and data volumes grow exponentially, ensuring efficient data retrieval and query execution becomes crucial. Database indexing plays a significant role in this by providing powerful tools to optimize operations in MySQL.

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How to analyze PostgreSQL benchmark performance with HammerDB

HammerDB

In this post, we will look at the findings of a blog post by EnterpriseDB analyzing a HammerDB workload against PostgreSQL using Postgres Workload reports. We will provide a brief summary of the article and its conclusions, and demonstrate a better way to analyze PostgreSQL performance with HammerDB itself. We will then highlight the errors that have been made in the EnterpriseDB article and the reasons why.

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Kubernetes Observability: Lessons Learned From Running Kubernetes in Production

DZone

Editor's Note: The following is an article written for and published in DZone's 2024 Trend Report, Kubernetes in the Enterprise: Once Decade-Defining, Now Forging a Future in the SDLC. In recent years, observability has re-emerged as a critical aspect of DevOps and software engineering in general, driven by the growing complexity and scale of modern, cloud-native applications.

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Leverage logs for an end-to-end view of your business processes via Dynatrace OpenPipeline

Dynatrace

Unrealized optimization potential of business processes due to monitoring gaps Imagine a retail company facing gaps in its business process monitoring due to disparate data sources. Due to separated systems that handle different parts of the process, the view of the process is fragmented. On top of that, the data sources are inconsistent. While some data comes from modern systems with APIs, other data stems from older systems that generate log files, and some data originates from external vendor

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Preparing for AI

O'Reilly

AI is everywhere—we’re in a middle of a technology shift that’s as big (and possibly bigger) than the arrival of the web in the 1990s. Even though ChatGPT appeared almost two years ago, we still feel unprepared: we read that AI will change every job and we don’t know what that means or how to prepare. Here are a few ideas about preparing for that shift.

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Percona Backup for MongoDB and Disk Snapshots in Google Cloud Platform

Percona

Percona Backup for MongoDB (PBM) supports snapshot-based physical backups. This is made possible by the backup cursor functionality present in Percona Server for MongoDB.

Google 85
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Top 9 WordPress AI Plugins for Content Creation and Chatbots in 2024

Official Blog - World Web Technology

In 2024, artificial intelligence (AI) will reform how businesses create content and involve more audiences. When you use AI plugins for content creation and chatbots for WordPress users, the website functionality and user experience can significantly improve. AI-powered WordPress plugins have become necessary for business sectors that wish to stay ahead in this competitive marketplace.

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Battle of the RabbitMQ Queues: Performance Insights on Classic and Quorum

DZone

RabbitMQ is a powerful and widely used message broker that facilitates communication between distributed applications by handling the transmission, storage, and delivery of messages. As a message broker, RabbitMQ serves as an intermediary between producers (applications that send messages) and consumers (applications that receive messages), ensuring reliable message delivery even in complex, distributed environments.

Storage 243
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Dynatrace SaaS release notes version 1.301

Dynatrace

We have released Dynatrace version 1.301. To learn what’s new, have a look at the release notes. The post Dynatrace SaaS release notes version 1.301 appeared first on Dynatrace news.

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Distributed Aggregation Protocol (DAP) Primer

Abhishek Tiwari

In last post we covered, Privacy Preserving Measurement (PPM) and covered how Distributed Aggregation Protocol (DAP) works. Today, we'll explore how to implement a simplified version of the using Python with Prio3 as our Verifiable Distributed Aggregation Function (VDAF).

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How Network Splits/Partitions Impact Group Replication in MySQL

Percona

In this blog post, we will explore how network partitions impact group replication and the way it detects and responds to failures. In case you haven’t checked out my previous blog post about group replication recovery strategies, please have a look at them for some insight.

Network 86
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Top 10 Essential Web Development Services You Need In 2024!

Official Blog - World Web Technology

Worldwide businesses in 2024 are highly dependent on robust web development solutions. This process is to develop an online presence and enhance user experience. Today, website development companies offer attractive web design services worldwide, including top-notch website functionalities, optimal performance, and seamless user experiences. You’ll always need a reliable service provider for comprehensive website development services if you have a start-up or an enterprise.

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Java 23: What Developers Need To Know

DZone

As Java implements its 23rd major release on September 17, 2024, developers are in for a treat with many new features and improvements. Oracle's latest release promises to make development more efficient and enjoyable while enhancing the platform's performance, stability, and security. Let's dive into the key aspects developers should be excited about in Java 23.

Java 222
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Our insights from the 2024 Gartner Magic Quadrant for Observability Platforms: What it means for partners

Dynatrace

The 2024 Magic Quadrant™ for Observability Platforms Report has been recently published by Gartner® recognizing Dynatrace as a Leader for the 14th consecutive time. This year, Dynatrace was positioned furthest for Completeness of Vision and highest for Ability to Execute. Additionally, Dynatrace ranked first in three of five Use Cases in the  2024 Gartner Critical Capabilities for Observability Platforms.

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My CppCon keynote yesterday is available on YouTube

Sutter's Mill

Yesterday I gave the opening talk at CppCon 2024 here in Aurora, CO, USA, on “Peering Forward: C++’s Next Decade.” Thanks to the wonderful folks at Bash Films and DigitalMedium pulling out all the stops overnight to edit and post the keynote videos as fast as possible, it’s already up on YouTube right now, below! Special thanks to Andrei Alexandrescu for being willing to come on-stage for a mini-panel of the two of us talking about reflection examples and experience in va

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Dealing with a ‘DatabaseVersion.timestamp’ Error After a MongoDB Upgrade

Percona

Recently, one of our customers reported a problem after upgrading a sharded cluster from MongoDB 5.0 to 6.0. The upgrade of data-bearing nodes was fine, but in the final part of the process, where mongos routers needed to be restarted, the new version did not go well.

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Why Predictive Maintenance Requires Real-Time Decisioning

VoltDB

Why Predictive Maintenance Requires Real-Time Decisioning The cost of downtime is only increasing, not just for manufacturers but for everyone. Big manufacturers lose a staggering $1 trillion a year to machine failure. With global manufacturers still struggling to regain their post-COVID momentum , there’s a real need on the part of manufacturers to find ways to reduce spending.

IoT 52
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Redefining Artifact Storage: Preparing for Tomorrow's Binary Management Needs

DZone

As software pipelines evolve, so do the demands on binary and artifact storage systems. While solutions like Nexus, JFrog Artifactory, and other package managers have served well, they are increasingly showing limitations in scalability, security, flexibility, and vendor lock-in. Enterprises must future-proof their infrastructure with a vendor-neutral solution that includes an abstraction layer , preventing dependency on any one provider and enabling agile innovation.

Storage 236
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Privacy Preserving Measurement

Abhishek Tiwari

In 1982, Andrew Yao proposed the Millionaire Problem which discusses how two millionaires can learn who is richest one without disclosing their actual wealth.

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It isn’t “return to office.” It’s “malicious destruction of trust.”

The Agile Manager

Return-to-office mandates continue to trickle in, and every now and again a prominent employer makes a headline-grabbing decision that all employees must be back in office. The news articles focus on the obvious impact of RTO mandates: the threat to dual income families successfully managing school and daycare with career-advancing employment; loss of quality of life to nonproductive commute time.

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MongoDB: New Balancer Policy and Automerger

Percona

MongoDB provides scalability and high availability at ease. If you already have a sharded cluster, you know for sure what the Balancer does.

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Don’t just react: How executives can predict and prevent outages to maximize availability

Dynatrace

I’ve seen firsthand the sleepless nights and high-stress environments that come with keeping digital services up and running in production. The stakes are high, and the pressure to deliver fast while maintaining uptime and preventing outages is relentless. With Dynatrace, executives can now benefit from predicting and preventing issues before customers are impacted and reducing the need to react.

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Using AWS WAF Efficiently To Secure Your CDN, Load Balancers, and API Servers

DZone

The introduction of software has made remarkable changes to how business is conducted. "Back then," people would meet in person, and most companies used manual methods, which were not scalable. Software has changed the game, and web applications are essential for a business's success. Software is how customers interact with businesses, share their data, and receive goods and services.

AWS 221
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Mathematical Guarantee

Abhishek Tiwari

A mathematical guarantee is a formal, provable assurance about the behavior, performance, or properties of a system, algorithm, or process, derived from rigorous mathematical analysis or proof. The guarantee is based on mathematical logic and can be demonstrated through mathematical reasoning. It provides a definitive statement about what can be expected under specified conditions.

Systems 52
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Introducing Netflix’s Key-Value Data Abstraction Layer

The Netflix TechBlog

Vidhya Arvind , Rajasekhar Ummadisetty , Joey Lynch , Vinay Chella Introduction At Netflix our ability to deliver seamless, high-quality, streaming experiences to millions of users hinges on robust, global backend infrastructure. Central to this infrastructure is our use of multiple online distributed databases such as Apache Cassandra , a NoSQL database known for its high availability and scalability.

Latency 245
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WordPress Multisite: Comprehensive Activation & Management Guide (2024)

Official Blog - World Web Technology

Are you in search of a platform that helps you create awe-inspiring websites? WordPress is the best choice for entrepreneurs and enterprises who need flexibility, high-end customization features, and ease of use in their projects. WordPress Multisite can be an excellent solution for organizations with multiple websites. We’ll discuss WordPress Multisite, including how to activate and manage this WP feature efficiently and effectively.

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Observability throughout the software development lifecycle increases delivery performance

Dynatrace

Today, development teams suffer from a lack of automation for time-consuming tasks, the absence of standardization due to an overabundance of tool options, and insufficiently mature DevSecOps processes. This leads to frustrating bottlenecks for developers attempting to build and deliver software. For multinational enterprises, the cost of all that toil, complexity, and frustration multiplies exponentially due to the size of those organizations.

Software 207
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Spring WebFlux: publishOn vs subscribeOn for Improving Microservices Performance

DZone

With the rise of microservices architecture , there has been a rapid acceleration in the modernization of legacy platforms, leveraging cloud infrastructure to deliver highly scalable, low-latency, and more responsive services. Why Use Spring WebFlux? Traditional blocking architectures often struggle to keep up performance, especially under high load.

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Differential Privacy: A Primer

Abhishek Tiwari

Differential Privacy (DP) is a mathematical framework that protects individual privacy in data analysis while allowing useful insights to be extracted. It works by adding carefully calibrated noise to data or query results, ensuring that including or excluding any single individual's data doesn't significantly change the analysis outcomes.