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

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 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

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 172

Traffic Strategy Entertainment Innovation 172

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

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 170

Traffic Scalability Strategy Monitoring 170

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

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

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

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 147

Software Engineering Engineering Software Software 147

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

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++ 318

C++ Metrics Tuning Strategy 318

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

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++ 321

C++ Testing Tools Government Testing 321

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

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 188

Analytics Engineering Games Entertainment 188

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

Dynatrace

MARCH 19, 2025

Heres more about the VMware security advisory and how you can quickly find affected systems using Dynatrace so you canautomate remediation efforts.

Virtualization 162

Virtualization Database Systems Operating System 162

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

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

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

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 310

Entertainment Engineering Technology Technology 310

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 122

Open Source Healthcare Database Entertainment 122

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

DZone

SEPTEMBER 30, 2023

While this architectural approach offers scalability, reusability, and adaptability, it also presents a unique challenge: effectively managing communication between these microservices. In today's rapidly evolving technology landscape, it's common for applications to migrate to the cloud to embrace the microservice architecture.

Systems 286

Systems Virtualization Architecture Scalability 286

DZone

NOVEMBER 15, 2023

On one of my projects, we were presenting phone numbers in a data table. Many Salesforce developers, myself included, often encounter pagination when displaying a significant volume of data on the user interface. However, in certain cases, the data wouldn't display, as the information retrieval took too long. So, why did this happen?

Database 278

Database Development 278

DZone

SEPTEMBER 11, 2021

Yet, often we don't understand the importance or impact of simply being present. Regardless of intent, we influence and impact our communities, industries, workplaces, and relationships. So I wanted to write a message to anyone looking to grow into engineering leadership.

Engineering 289

Engineering Systems Development 289

DZone

JUNE 30, 2023

Unfortunately, that's not enough to thwart away SQL injections once and for all, as these APIs can still present subtle bugs or nuances in their design. Modern languages and frameworks often also abstract away the need to write raw queries, offering high-level interfaces around our database models.

Infrastructure 273

Infrastructure Database Servers Design 273

Dynatrace

JULY 8, 2024

If devices with matching SNMP credentials are present, they will be added to the environment. New network devices not yet present in the Dynatrace environment will be created with minimal properties. The SNMP Autodiscovery extension regularly scouts the IPv4 and IPv6 addresses list, range, or subnet for devices with SNMP agents.

Network 279

Network Monitoring Hardware Infrastructure 279

DZone

JULY 7, 2021

The cost is not just in the form of time and resources wasted in the present, but also in form of lost opportunities in the future. The cost of detecting and fixing defects in software increases exponentially with time in the software development workflow. Most defects end up costing more than it would have cost to prevent them.

Programming 264

Programming Software Software Development 264

DZone

JANUARY 7, 2022

When hiring remote developers for a project, you see all the team members present on the web. Presenteeism means showing presence while not remaining productive enough as desired for the job role. The problem has particularly become rampant in some employees working remotely or from home.

Development 264

Development 264

DZone

MARCH 2, 2023

It must be said that this video traffic phenomenon primarily owes itself to modernizations in the scalability of streaming infrastructure, which simply weren’t present fifteen years ago.

Social Media 281

Social Media Java Traffic Internet 281

Dynatrace

SEPTEMBER 3, 2024

Each of these factors can present unique challenges individually or in combination. But gaining observability of distributed environments, such as Kubernetes, microservices, and containerized application deployments, presents formidable challenges.

Infrastructure 290

Infrastructure Innovation Software Performance Monitoring 290