Dynatrace

NOVEMBER 18, 2024

However, data overload and skills shortages present challenges that companies need to address to maximize the benefits of cloud and AI technologies. The Dynatrace and Microsoft partnership provides innovative solutions that enhance customer experience, improve efficiency, and generate considerable savings.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

InfoQ

MARCH 31, 2025

Amitai Stern discusses cost-saving autoscaling topologies for OpenSearch. He explains the inherent challenges in autoscaling unstructured data systems like OpenSearch and Elasticsearch, using analogies to illustrate the complexities beyond simply adding nodes.

Architecture 60

Architecture Systems Scalability Design 60

The Netflix TechBlog

DECEMBER 17, 2024

This article is the first in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented as part of our annual internal Analytics Engineering conference. It is challenging to scale such bespoke solutions to ever-changing and increasingly complex businessneeds.

Analytics 225

Analytics Engineering Entertainment Metrics 225

Dynatrace

OCTOBER 10, 2024

The span metrics connector creates these measurements and presents them as histograms, which can be analyzed in Dynatrace for deeper insights. Moreover, the OpenTelemetry Collector can measure service span durations, categorized by span names, span kinds, and status codes.

Metrics 240

Metrics Monitoring Efficiency Availability 240

DZone

FEBRUARY 5, 2025

Through optimization methods, companies can present value propositions that engaged users will be able to navigate with minimal hiccups Lazy Loading: Efficient Content Delivery Lazy loading is a front-end optimization concept that loads front-end sources such as images, videos, iframes, and others on a website when the page is loaded.

Performance 165

Performance Website Efficiency Processing 165

Dynatrace

JANUARY 15, 2025

Your DevSecOps teams shouldnt be distracted by such findings and should instead focus on vulnerabilities in your production application that are exposed to the internet and present a real risk.

AWS 242

AWS Cloud Internet Internet 242

The Netflix TechBlog

DECEMBER 17, 2024

They allow us to verify whether titles are presented as intended and investigate any discrepancies. However, taking this approach also presents several challenges: Catching Issues Ahead of Time: Logging primarily addresses post-launch scenarios, as logs are generated only after titles are shown to members.

Traffic 184

Traffic Scalability Strategy Monitoring 184

Dynatrace

JANUARY 21, 2025

The market is saturated with tools for building eye-catching dashboards, but ultimately, it comes down to interpreting the presented information. However, your responsibilities might change or expand, and you need to work with unfamiliar data sets. This is where Davis AI for exploratory analytics can make all the difference.

Traffic 262

Traffic Metrics Analytics Monitoring 262

The Netflix TechBlog

MARCH 4, 2025

This data is then aggregated in minute(s) intervals, calculating the number of impressions titles receive in near-real-time, and presented as an additional health status indicator for stakeholders. Specialized collectors access the Kafka queue every two minutes to retrieve impressions data.

Traffic 188

Traffic Entertainment Strategy Innovation 188

DZone

FEBRUARY 28, 2025

Logs can also be transformed appropriately for presentation, for example, or further pipeline processing. We can select the right log streams and then filter to focus on the relevant logs. We can then parse structured log data to be formatted for our customized analysis needs.

Architecture 130

Architecture Scalability Efficiency Cloud 130

DZone

JUNE 11, 2025

This blog presents a Kubernetes-powered JMeter setup on Azure Kubernetes Service (AKS), which can also be deployed on other cloud platforms like AWS EKS and Google GKE , integrated with CI/CD pipelines in Azure DevOps. Application performance, scalability, and resilience are critical for ensuring a seamless user experience.

DevOps 100

DevOps Scalability Azure Testing 100

Dynatrace

DECEMBER 12, 2024

For executives, these directives present several challenges, including compliance complexity, resource allocation for continuous monitoring, and incident reporting. The Federal Reserve Regulation HH in the United States focuses on operational resilience requirements for systemically important financial market utilities.

Analytics 289

Analytics Government Efficiency Innovation 289

DZone

JULY 11, 2023

In 2020, I presented a series with insights from real implementations adopting open-source and cloud-native technology to modernize payment services. The architectures presented were based on open-source cloud-native technologies, such as containers, microservices, and a Kubernetes-based container platform.

Architecture 305

Architecture Open Source DevOps Cloud 305

DZone

JUNE 3, 2025

As cloud-native data platforms become the norm for modern businesses, performance bottlenecks that can slow data processing and query execution times present new challenges. Performance optimization has become paramount in cloud data warehousing for organisations that need to make decisions based on fast, accurate insights.

AWS 113

AWS Cloud Performance Scalability 113

Dynatrace

DECEMBER 18, 2024

Example dashboard combining endpoint health with the content delivered as a payload It is great to see those events also for historical executions. Wed like to use it for our dashboards.

Monitoring 246

Monitoring Testing Metrics Analytics 246

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. Data Featurization A complete list of features used in this work is presented in Table 1. The features mainly belong to two distinct classes.

C++ 334

C++ Metrics Tuning Strategy 334

DZone

JULY 16, 2021

Low-code is the present and future of software development. The low-code market is expected to increase from its $10.3 billion market value back in 2019 to $187 billion by 2030 as more companies see the benefits of adopting the platform for their business needs.

Best Practices 334

Best Practices Code Development Software 334

Dynatrace

OCTOBER 16, 2024

There are cases where more flexible data presentation is needed. Let’s assume you’re already using the new Kubernetes app, which offers a comprehensive overview of your Kubernetes environments and their telemetry.

Social Media 263

Social Media Metrics Network Analytics 263

Dynatrace

MAY 21, 2025

With Dynatrace, large JSON log records are parsed as a single record and presented as full events. Use case #4: Software engineering giant Our customer faced persistent data loss due to truncation with their previous tool, which occasionally resulted in inconsistent formatting and missing fields.

Retail 187

Retail Airlines Healthcare Transportation 187

The Netflix TechBlog

JANUARY 2, 2025

This article is the second in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented as part of our annual internal Analytics Engineering conference. This presents the question: how can we optimally forecast cash needs for TBD Slots, given we dont have details on what real titles they willbecome?

Analytics 203

Analytics Engineering Games Entertainment 203

Dynatrace

MAY 15, 2025

At KubeCon London, 11 Dynatrace innovators presented sessions and posters covering cloud-native technologies and how Dynatrace is helping to shape the future. Dynatrace at KubeCon EU 2025 Dynatrace plays a great part in the exciting developments of cloud native. Heres an overview of our contributions to the event.

Cloud 146

Cloud Open Source Best Practices Innovation 146

CSS Wizardry

AUGUST 14, 2024

Files that are render blocking prohibit the browser from presenting the page, but do permit the browser to at least construct it. Files that are parser blocking are inherently also render blocking—the browser can’t present a page that it can’t even construct. All parsing and rendering is blocked while the resource is fetched.

C++ 312

C++ Testing Tools Government Testing 312

DZone

DECEMBER 15, 2023

In this final part, we will present the impact and results related to applying the cost optimization and ShiftLeft FinOps techniques for a cloud-native application. In the first two parts of this series, we understood the importance of cost models and how to create and refine cost models.

Innovation 306

Innovation Infrastructure Cloud 306

DZone

NOVEMBER 2, 2023

An Overview of Web Application Architecture A web app architecture presents a layout with all the software components (such as databases, applications, and middleware) and how they interact with each other. Moreover, it also ensures that valid data is present in all user requests.

Architecture 272

Architecture Mobile Website Servers 272

O'Reilly

NOVEMBER 19, 2024

When a question gets asked, run its text through this same embedding model, determine which chunks are nearest neighbors , then present these chunks as a ranked list to the LLM to generate a response. presented the TRACE framework for measuring results, which showed how GraphRAG achieves an average performance improvement of up to 14.03%.

Open Source 131

Open Source Entertainment Database Healthcare 131

Dynatrace

MAY 24, 2024

We’re proud to announce that Ally Financial has presented Dynatrace with its Ally Technology Velocity with Quality award. This is the second time Ally Financial has presented its Ally Technology Partner Awards. Earlier this year, Dynatrace presented Ally Financial with its own award as our first Digital Breakout Performer.

Technology 264

Technology Technology Innovation Analytics 264

DZone

JANUARY 24, 2024

This article presents the most recent Memphis.dev Cloud, multi-region benchmark tests conducted in December 2023, explores how to carry out performance testing, detailing hands-on methods you can apply yourself, and provides recent benchmark data for your reference. The benchmark tool we used can be found here.

Cloud 280

Cloud Benchmarking Testing Performance 280

DZone

OCTOBER 24, 2023

The exponential growth of data presents both immense opportunities and challenges for organizations. Valuable insights are often buried across massive, complex datasets too large and unwieldy for traditional analytics tools to handle.

Analytics 290

Analytics Speed 290

DZone

JUNE 21, 2023

In 2020, I presented a series of insights from real implementations adopting open-source and cloud-native technology to modernize payment services. Cloud-native technology has been changing the way payment services are architected.

Architecture 277

Architecture Open Source Cloud Technology 277

The Netflix TechBlog

JUNE 5, 2023

HDMI QMS is positioned to be the ideal solution to address the problem we are presenting. Unfortunately, at present, this technology is relatively new and adoption into source and sink devices will take time.

Entertainment 315

Entertainment Engineering Technology Technology 315

DZone

JANUARY 10, 2024

Cybersecurity is an ever-present concern for organizations across all industries. Threat actors continually seek ways to infiltrate businesses and sell stolen data to the highest bidder. Using updated and relevant security knowledge, your software developers can be the first line of defense.

Development 286

Development Programming Code Software 286

Dynatrace

MARCH 17, 2025

This also presents a substantial opportunity for impact with sustainable IT practices. However, this trend is now reversing. The rise of big data, cryptocurrencies, and AI means the IT sector contributes significantly to global greenhouse gas emissions. Every individual in an IT organization can make a difference in sustainability.

Software Engineering 146

Software Engineering Engineering Software Software 146

Dynatrace

MARCH 25, 2025

Your DevSecOps teams shouldnt be distracted by such findings and should focus on vulnerabilities in your production application that are exposed to the internet and present an actual risk.

Internet 146

Internet Internet Efficiency Monitoring 146

DZone

JUNE 26, 2024

The dynamic and distributed nature of Kubernetes presents unique hurdles in log management. While Kubernetes, the industry standard for container orchestration, offers efficient management, deployment, and scaling capabilities, logging in this environment is not without its challenges. This is where Kubernetes Cluster Logging steps in.

IoT 246

IoT Efficiency 246

Percona

OCTOBER 15, 2024

This is made possible by the backup cursor functionality present in Percona Server for MongoDB. Percona Backup for MongoDB (PBM) supports snapshot-based physical backups. In a previous post, we discussed Percona Backup for MongoDB and Disk Snapshots in Google Cloud Platform (part 1) and showed how to implement snapshot-based backups.

Google 110

Google Cloud Servers Software 110

DZone

FEBRUARY 20, 2023

This is a recording of a breakout session from AWS Heroes at re:Invent 2022, presented by AWS Hero Zainab Maleki. Posted with permission. In software engineering, we've learned that building robust and stable applications has a direct correlation with overall organization performance.

Software Engineering 274

Software Engineering Engineering Software Software 274

DZone

AUGUST 9, 2023

The following sections present an in-depth exploration of Docker, its role in ML model deployment, and a practical demonstration of deploying an ML model using Docker, from the creation of a Dockerfile to the scaling of the model with Docker Swarm, all exemplified by relevant code snippets. What Is Docker?

Scalability 246

Scalability Best Practices Open Source Virtualization 246