Dynatrace

APRIL 22, 2024

Therefore, it’s no surprise that generative AI is poised to have a massive impact by automating software development tasks today and in the near term, according to ESG’s data. Organizations use generative AI for myriad use cases involving container orchestration, according to the research, such as automated remediation (35%).

Software 166

Software Software Artificial Intelligence Development 166

DZone

FEBRUARY 11, 2023

“Kubernetes load balancer” is a pretty broad term that refers to multiple things. In this article, we will look at two types of load balancers: one used to expose Kubernetes services to the external world and another used by engineers to balance network traffic loads to those services.

Best Practices 227

Best Practices Traffic Network Engineering 227

Dynatrace

JANUARY 18, 2024

The functionality and complexity of business-oriented AI applications have increased exponentially. Therefore, organizations need new capabilities, such as explainable AI, now more than ever. DevOps tools , security response systems , search technologies, and more have all benefited from AI technology’s progress.

Artificial Intelligence 212

Artificial Intelligence Healthcare Government Technology 212

DZone

MARCH 24, 2023

We look at the two databases in terms of benchmark performance and user experience. It is used in a wide variety of industries and use cases (if you are new to this space, read our article 'What is Time-Series Data' ). This article compares QuestDB with one of the most popular databases on the market, MongoDB.

Benchmarking 234

Benchmarking Database Processing Performance 234

DZone

DECEMBER 12, 2023

In the dynamic realm of modern software development and operations, terms such as Platform Engineering, DevOps, and Site Reliability Engineering (SRE) are frequently used, sometimes interchangeably, often causing confusion among professionals entering or navigating these domains.

DevOps 169

DevOps Engineering Scalability Efficiency 169

Speed Curve

JANUARY 29, 2024

In the fourteen years that I've been working in the web performance industry, I've done a LOT of research, writing, and speaking about the psychology of page speed – in other words, why we crave fast, seamless online experiences. It never crossed my mind to take rendering time into consideration. A lot has changed since then, thankfully.

Speed 135

Speed Website Mobile Cloud 135

DZone

FEBRUARY 8, 2023

DevOps DevOps is a widely used term with multiple interpretations. With hands-on experience in AWS DevOps and Google SRE, I’d like to offer my insights on the comparison of these two systems. Both have proven to be effective in delivering scalable and reliable services for cloud providers.

DevOps 265

DevOps AWS Google Scalability 265

DZone

FEBRUARY 26, 2023

Websites, apps, and web apps are the mediums through which one can showcase their products in front of potential customers (collectively termed as front-end ). At Kommunicate , we use React JS with some plugins such as Webpack and Redux. At Kommunicate , we use React JS with some plugins such as Webpack and Redux.

Website Performance 228

Website Performance Website Performance Development 228

DZone

FEBRUARY 20, 2023

If you are living in the same world as I am, you must have heard the latest coding buzzer termed “ microservices ”—a lifeline for developers and enterprise-scale businesses. By far, everyone in the tech world is aware that microservice architecture is useful in delivering a more responsive and agile application.

Architecture 253

Architecture Testing Strategy Scalability 253

DZone

NOVEMBER 22, 2022

This is a mathematical term that originated in the early 20th century in number theory and came almost immediately to computer science as questions arose with resource optimization. What Is Big O? Any task is solved according to one or another approach, one or another algorithm of action. onstant.

Programming 246

Programming Software Software Development 246

DZone

SEPTEMBER 4, 2022

New Relic has an ambitious long-term roadmap for a Pixie that better supports third-party tools, plugins, and very large Kubernetes clusters. Taking this in the context of a cloud environment, where you're paying by the resources used, this can quickly become expensive.

Monitoring 241

Monitoring Latency Metrics Cloud 241

The Netflix TechBlog

NOVEMBER 29, 2023

We improvised as part of a collaborative effort with Dolby Laboratories and conducted subjective tests with 4K-HDR content using high-end OLED panels in calibrated conditions created in participants’ homes [1],[2]. The arrival of HDR-VMAF allowed us to create HDR streams with DO applied, i.e., HDR-DO encodes. The graphic below (Fig.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

MARCH 29, 2024

Unleashing automation and AI According to recent ESG research, 85% of organizations are using, planning to use, or considering artificial intelligence, such as generative, causal, and predictive AI , in many of their functional areas, including IT operations. Some of these challenges involve basic tasks—such as data collection.

Artificial Intelligence 182

Artificial Intelligence DevOps Strategy Open Source 182

Dynatrace

MARCH 6, 2024

On average, organizations use 10 different observability or monitoring tools to manage applications, infrastructure, and user experience across these environments. But these environments are, by nature, difficult to manage. They create an explosion of data that is extremely challenging to manually capture, analyze, and act on.

Analytics 190

Analytics Innovation Strategy Storage 190

DZone

OCTOBER 21, 2021

Moving further, we would discuss how to handle exceptions elegantly and use exception handling to write clean code which is more maintainable. The exception is a programmer’s commonly used term regardless of any specific programming language. In the world of technology, exceptions are said to be as old as programming itself.

Programming 256

Programming Code Technology Technology 256

Dynatrace

AUGUST 9, 2023

In an industry first, customers can conduct threat detection, forensics, and incident response use cases based on a combined security and observability dataset enhanced by topology context. With up to 70% of security events going uninvestigated, security analysts need all the help they can get. and “was any sensitive data stolen?”

Analytics 218

Analytics Metrics Database Storage 218

The Netflix TechBlog

MAY 21, 2022

In order to estimate the incremental value of localization, we turned to causal inference methods using historical data. At Netflix, we want to entertain the world through creating engaging content and helping members discover the titles they will love.

Entertainment 218

Entertainment Best Practices Innovation Testing 218

DZone

AUGUST 18, 2021

If you have been using a paper pad or sticky notes to jot down your ideas or important pointers then, it is time that you reconsider manual note-taking and transition to the digital world, offering simpler, easier, and more flexible note-taking options.

Efficiency 258

Efficiency 258

DZone

JANUARY 31, 2020

C10K problem is a term that stands for ten thousand concurrently handling connections. I will refer to Netty Framework, TCP and Socket internals and some useful tools if you want to get some insights from your application and underlying system.

Java 352

Java Scalability Network Monitoring 352

Dynatrace

DECEMBER 13, 2023

However, with these benefits come complexities in terms of cloud management, Kubernetes observability, and automation, making it imperative for enterprises to address these intricacies to enhance reliability, performance, and resource usage. So many tools can result in data inconsistencies.

Google 225

Google Cloud Infrastructure Metrics 225

The Netflix TechBlog

MARCH 5, 2024

By Danny Thomas, JVM Ecosystem Team The latest long term support release of the JDK delivers generational support for the Z Garbage Collector. If you’re interested in how we use Java at Netflix, Paul Bakker’s talk How Netflix Really Uses Java , is a great place to start.

Latency 228

Latency Java Tuning Efficiency 228

DZone

DECEMBER 17, 2021

Sometimes it takes less effort in terms of time and money to build a solution from scratch. One of the toughest decisions your software development team may face as you scale is deciding between keeping your current codebase and rebuilding on new software architecture. Rethink, Restructure, and Rebuild.

Architecture 246

Architecture Software Architecture Scalability Software 246

Dynatrace

FEBRUARY 2, 2023

Statistical accuracy is typically not precise enough for most business use cases, and business actions can’t be automated based on anything less than 100% precise data. Dynatrace OneAgent ® prioritizes business events over observability metrics to ensure the lossless precision you need to support demanding business use cases.

Analytics 201

Analytics Metrics DevOps Storage 201

Scalegrid

JANUARY 8, 2024

Key Takeaways Multi-cloud involves using services from multiple cloud providers to gain flexibility and reduce vendor lock-in, while hybrid cloud combines private and public cloud resources to balance control and scalability. In this scenario, two notable models – multi-cloud and hybrid cloud have emerged. But what do these entail?

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

DZone

JULY 22, 2021

There is no denial of the fact that using Quality Assured and tested ERP software enables an organization to have long-term efficiency with their operations. With time, industries across the globe have started to recognize the importance of ERP solutions in the business.

Testing 258

Testing Strategy Technology Technology 258

DZone

SEPTEMBER 24, 2021

Process Automation is defined as “a centerpiece of digitalization efforts” – where workflow engines are used as “a vital building block in modern architectures.” We also dive deep into Robotic Process Automation, how organizations are finding success with it, the risks involved, and why he considers it as a "short-term painkiller".

Processing 246

Processing Architecture Cloud Engineering 246

DZone

MAY 1, 2023

Caches are very useful software components that all engineers must know. In this article, we are going to describe what is a cache and explain specific use cases focusing on the frontend and client side. It is a transparent layer for the data consumer in terms of user usability except to improve performance.

Cache 141

Cache Strategy Latency Operating System 141

Dynatrace

MARCH 15, 2024

Compliance, retention, archiving, or data governance regulations often require multicasting logs from the original source to multiple destinations, like an observability platform with long-term log storage. Getting insights into the health and disruptions of your networking or infrastructure is fundamental to enterprise observability.

Open Source 199

Open Source Infrastructure Network Government 199

Scalegrid

DECEMBER 21, 2023

With its widespread use in modern application architectures, understanding the ins and outs of Redis® monitoring is essential for any tech professional. This ensures each Redis® instance optimally uses the in-memory data store and aligns with the operating system’s efficiency.

Strategy 130

Strategy Monitoring Latency DevOps 130

DZone

AUGUST 11, 2021

APIs — by now, we're all familiar with the term. Every service or software we use or build today either uses or is an API. Traditional API monitoring sure does help you stay on top of uptime, security, and performance. Traditional API monitoring sure does help you stay on top of uptime, security, and performance.

Monitoring 246

Monitoring Metrics Software Software 246

Dynatrace

SEPTEMBER 14, 2023

That’s because over the past several years, financial services firms have become more innovative in their use of technology. One approach to standardization from regulators and the industry has been using “impact tolerances” to track downtime. For financial services firms in the U.K.,

Tuning 224

Tuning DevOps Innovation Testing 224

Dynatrace

JANUARY 11, 2023

But for organizations that use traditional monitoring approaches, the volume, variety, and velocity of data in modern IT environments make gleaning real-time answers nearly impossible. The main issues organizations face gaining real-time insight from business analytics data using traditional methods include the following: 1.

Analytics 188

Analytics Strategy Storage Technology 188

Dynatrace

JANUARY 23, 2024

For global solution integrators (GSIs) , success is about taking a cloud-centric approach and using observability as the underpinning of a successful cloud strategy. For managed service providers (MSPs ), it’s about design wins, ensuring that we are a key layer in their IT stack of services that they both use and deploy to their customers.

Cloud 204

Cloud Innovation Programming Technology 204

Dynatrace

SEPTEMBER 21, 2022

While creating automation scripts might be an effective short-term solution, it requires long-term maintenance and code updates, which become more complicated as environments become more complex. Site reliability engineering (SRE) is a key component of digital transformation. Key finding #1: SRE is maturing, but not fast enough.

Artificial Intelligence 228

Artificial Intelligence Benchmarking DevOps Engineering 228

Dynatrace

FEBRUARY 21, 2024

To remain competitive in today’s fast-paced market, organizations must not only ensure that their digital infrastructure is functioning optimally but also that software deployments and updates are delivered rapidly and consistently. Thus, to meet demands and stay ahead of competitors, teams should strive to accelerate releases as much as possible.

Speed 206

Speed Software Software Latency 206

Dynatrace

FEBRUARY 1, 2024

Maintaining consistency, updates, and collaboration among the data and the teams that use the various tools means teams waste time building and maintaining integrations while potentially losing important data and its context. Generative AI and LLMs are compounding these figures. These costs also have an environmental impact. Utilization.

Cloud 210

Cloud Energy Innovation Infrastructure 210

Dynatrace

FEBRUARY 28, 2024

Increasingly, organizations seek to address these problems using AI techniques as part of their exploratory data analytics practices. This expansion of the Dynatrace platform builds on its foundation, which uses topology mapping and causal AI , an AI technique based on fault-tree analysis , to pinpoint root causes.

Analytics 209

Analytics Metrics Media Monitoring 209