Dynatrace

FEBRUARY 10, 2023

They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results. Further, automation has become a core strategy as organizations migrate to and operate in the cloud. What is a data lakehouse?

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

FEBRUARY 27, 2025

Second, it enables efficient and effective correlation and comparison of data between various sources. Finally, it empowers automated systems to process and analyze OpenTelemetry data, without requiring adaptations for every framework. At the same time, having aligned telemetry data is crucial for adopting OpenTelemetry at scale.

Tuning 310

Tuning Open Source Innovation Monitoring 310

Dynatrace

NOVEMBER 18, 2024

Retaining multiple tools generates huge volumes of alerts for analysis and action, slowing down the remediation and risk mitigation processes. You also need to focus on the user experience so that future toolchains are efficient, easy to use, and provide meaningful and relevant experiences to all team members.

Strategy 243

Strategy Innovation Cloud Efficiency 243

Dynatrace

MAY 8, 2023

This demand for rapid innovation is propelling organizations to adopt agile methodologies and DevOps principles to deliver software more efficiently and securely. The DevOps approach breaks up projects into modular components that development teams build in parallel by working closely with operations and business stakeholders.

DevOps 246

DevOps Efficiency Monitoring Infrastructure 246

Dynatrace

APRIL 16, 2024

In all seriousness, the shift-left mantra has shaken things up quite a bit in the tech industry, bringing a paradigm shift in how we approach software development. Today, engineers are spending an increasing amount of time developing and testing code in production-like environments.

Development 264

Development Software Software Tuning 264

Dynatrace

OCTOBER 23, 2024

Consolidate real-user monitoring, synthetic monitoring, session replay, observability, and business process analytics tools into a unified platform. Real-time customer experience remediation identifies and informs the organization about any issues and prevents them in the experience process sooner.

Analytics 286

Analytics Logistics IoT Mobile 286

DZone

JUNE 12, 2023

Organizations must optimize their workflows and processes to truly harness the power of CI/CD. This blog will explore various techniques and best practices for optimizing your CI/CD workflow, ensuring maximum efficiency and productivity.

Efficiency 270

Efficiency Best Practices Software Software 270

The Netflix TechBlog

AUGUST 1, 2022

A Data Movement and Processing Platform @ Netflix By Bo Lei , Guilherme Pires , James Shao , Kasturi Chatterjee , Sujay Jain , Vlad Sydorenko Background Realtime processing technologies (A.K.A stream processing) is one of the key factors that enable Netflix to maintain its leading position in the competition of entertaining our users.

Processing 273

Processing Transportation Entertainment Tuning 273

Dynatrace

MARCH 12, 2024

The business process observability challenge Increasingly dynamic business conditions demand business agility; reacting to a supply chain disruption and optimizing order fulfillment are simple but illustrative examples. Most business processes are not monitored. First and foremost, it’s a data problem.

Processing 279

Processing Monitoring Analytics C++ 279

Dynatrace

MARCH 5, 2025

From developers leveraging platform engineering tools to optimize application performance, to Site Reliability Engineers (SREs) ensuring resilience, and executives gaining critical business insights, observability increases the velocity of innovation across every level of an organization.

Innovation 232

Innovation Speed Efficiency Engineering 232

Dynatrace

NOVEMBER 29, 2024

Protect data in multi-tenant architectures To bring you the most value by unifying observability and security in one analytics and automation platform powered by AI, Dynatrace SaaS leverages a multitenancy architecture, enabling efficient and scalable data ingestion, querying, and processing on shared infrastructure.

Storage 246

Storage AWS Azure Architecture 246

Dynatrace

APRIL 3, 2023

In this episode, Dimitris discusses the many different tools and processes they use. From development tools to collaboration, alerting, and monitoring tools, Dimitris explains how he manages to create a successful—and cost-efficient—environment. It also helps reduce the agency’s carbon footprint.

Efficiency 246

Efficiency Social Media Artificial Intelligence Cloud 246

The Netflix TechBlog

JANUARY 10, 2024

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

Processing 238

Processing Media Latency Innovation 238

Dynatrace

FEBRUARY 20, 2025

Adding Dynatrace runtime context to security findings allows smarter prioritization, helps reduce the noise from alerts, and focuses your DevSecOps teams on efficiently remedying the critical issues affecting your production environments and applications. The main categories are detections, vulnerabilities, and compliance misconfigurations.

AWS 195

AWS Efficiency Infrastructure Cloud 195

Dynatrace

OCTOBER 14, 2020

Today’s story is about how the Keptn development team is using Dynatrace during development and load-testing. We were in the process of developing a new feature and wanted to make sure it could handle the expected load behavior. Conclusion: Dynatrace is always on for us developers. It happened in June 2020.

Cloud 302

Cloud Development Open Source Monitoring 302

The Netflix TechBlog

MARCH 28, 2025

This limitation has inspired us to develop a foundation model for recommendation. The impetus for constructing a foundational recommendation model is based on the paradigm shift in natural language processing (NLP) to large language models (LLMs). However, as in LLMs, the quality of data often outweighs its sheer volume.

Tuning 163

Tuning Efficiency Latency Strategy 163

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. RabbitMQ follows a message broker model with advanced routing, while Kafkas event streaming architecture uses partitioned logs for distributed processing. What is RabbitMQ?

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

JUNE 6, 2024

As an app developer, you have many recurring tasks: starting the development server, creating app functions, querying data stored in Grail, managing app configurations, and building and deploying apps. The VS Code extension Dynatrace Apps is here to streamline your development process and simplify app building.

Code 279

Code Development Best Practices Efficiency 279

Dynatrace

OCTOBER 23, 2023

This leads to a more efficient and streamlined experience for users. Lastly, monitoring and maintaining system health within a virtual environment, which includes efficient troubleshooting and issue resolution, can pose a significant challenge for IT teams. What’s next?

Efficiency 264

Efficiency Virtualization Hardware Performance 264

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Processing 219

Processing Big Data Efficiency Engineering 219

Dynatrace

JANUARY 22, 2025

By integrating Dynatrace with GitHub Actions, you can proactively monitor for potential issues or slowdowns in the deployment processes. Improving collaboration across teams By surfacing actionable insights and centralized monitoring data, Dynatrace fosters collaboration between development, operations, security, and business teams.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

DZone

JULY 21, 2022

This software makes the different tasks easier and allows for increased efficiency and performance. Development of any software is a tedious and long process, and it undergoes a series of quality and performance tests before its release and use.

Software 246

Software Software Development Metrics 246

Dynatrace

FEBRUARY 12, 2024

At the 2024 Dynatrace Perform conference in Las Vegas, Michael Winkler, senior principal product management at Dynatrace, ran a technical session exploring just some of the many ways in which Dynatrace helps to automate the processes around development, releases, and operation. Real-time detection for fast remediation.

Engineering 246

Engineering Development Infrastructure Cloud 246

Dynatrace

FEBRUARY 25, 2025

This blog post dissects the vulnerability, explains how Struts processes file uploads, details the exploit mechanics, and outlines mitigation strategies. Developers and security professionals should take immediate steps to ensure the security of their Struts-based applications. and later, where the legacy class is fully removed.

Servers 214

Servers Processing Java Tuning 214

Dynatrace

MARCH 6, 2024

As organizations look to expand DevOps maturity, improve operational efficiency, and increase developer velocity, they are embracing platform engineering as a key driver. The goal is to abstract away the underlying infrastructure’s complexities while providing a streamlined and standardized environment for development teams.

Engineering 264

Engineering Development DevOps Infrastructure 264

DZone

FEBRUARY 5, 2025

This is especially important in the modern world of web development, where it can be challenging for a site to load in a reasonable amount of time. It's to overcome this challenge that front-end performance has become the norm or optimization among developers.

Performance 165

Performance Website Efficiency Processing 165

DZone

MARCH 6, 2025

Efficient query caching is a critical part of application performance in data-intensive systems. However, earlier implementations lacked flexibility, and developers had limited control over cache invalidation and customization. improve the process. Hibernate 6.3.0, Hibernate 6.3.0,

Cache 130

Cache Efficiency Processing Systems 130

Dynatrace

OCTOBER 29, 2024

P95 Response time over Time: A time series of how each service’s response time develops. In addition to service-level monitoring, certain services within the OpenTelemetry demo application expose process-level metrics, such as CPU and memory consumption, number of threads, or heap size for services written in different languages.

Metrics 246

Metrics Tuning Monitoring Availability 246

Scalegrid

FEBRUARY 24, 2025

This guide will cover how to distribute workloads across multiple nodes, set up efficient clustering, and implement robust load-balancing techniques. Proper setup involves creating a configuration process that accounts for hostname changes, which could prevent nodes from rejoining the cluster.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

MARCH 17, 2025

Until recently, improvements in data center power efficiency compensated almost entirely for the increasing demand for computing resources. For example, reporting jobs can process monthly data without running exactly at the end of the month. However, this trend is now reversing.

Software Engineering 147

Software Engineering Engineering Software Software 147

The Netflix TechBlog

MARCH 4, 2025

Standardization To standardize communication between our observability service and the personalization stacks observability endpoints, weve developed a stable proto request/response format. As a result, requests are uniformly handled, and responses are processed cohesively. The request schema for the observability endpoint.

Traffic 172

Traffic Strategy Entertainment Innovation 172

DZone

AUGUST 8, 2023

In today's fast-paced software development landscape, organizations need to provide their internal development teams with the tools and infrastructure necessary to excel. However, building an internal developer platform is not without its challenges. However, building an internal developer platform is not without its challenges.

Development 195

Development Infrastructure Efficiency Software 195

Scalegrid

FEBRUARY 27, 2025

Heres what stands out: Key Takeaways Better Performance: Faster write operations and improved vacuum processes help handle high-concurrency workloads more smoothly. Incremental Backups: Speeds up recovery and makes data management more efficient for active databases. Start your free trial today!

Speed 130

Speed Database Storage Efficiency 130

The Netflix TechBlog

JANUARY 2, 2025

To facilitate easier access to incrementality results, we have developed an interactive tool powered by this framework. To better guide the design and budgeting of future campaigns, we are developing an Incremental Return on Investment model. This makes it difficult to measure the impact of different game launches on acquisition.

Analytics 190

Analytics Engineering Games Entertainment 190

O'Reilly

MARCH 25, 2025

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. Were also betting that this will be a time of software development flourishing. The way out?

Systems 69

Systems Development Tuning Monitoring 69

Dynatrace

FEBRUARY 23, 2022

As businesses take steps to innovate faster, software development quality—and application security—have moved front and center. Indeed, according to one survey, DevOps practices have led to 60% of developers releasing code twice as quickly. It does so by creating repeatable, automated software-driven processes.

Serverless 312

Serverless Infrastructure Innovation DevOps 312

Dynatrace

DECEMBER 14, 2023

In today’s rapidly evolving business and technology landscape, organizations often prioritize the speed of development over security. The concern is that comprehensive application security in CI/CD environments is too hard to achieve and would slow down development and delivery.

AWS 299

AWS Innovation Speed Efficiency 299