Dynatrace

FEBRUARY 27, 2025

In fact, observability is essential for shaping how we design smarter, more resilient systems for the future. As an open-source project, OpenTelemetry sets standards for telemetry data sets and works with a wide range of systems and platforms to collect and export telemetry data to backend systems. OpenTelemetry Collector 1.0

Tuning 310

Tuning Open Source Innovation Monitoring 310

Dynatrace

DECEMBER 30, 2021

This article includes key takeaways on AIOps strategy: Manual, error-prone approaches have made it nearly impossible for organizations to keep pace with the complexity of modern, multicloud environments. Organizations need automatic intelligence to identify the root cause of cloud systems’ performance and security issues.

Strategy 264

Strategy Energy Cloud Innovation 264

Dynatrace

SEPTEMBER 5, 2024

Highly distributed multicloud systems and an ever-changing threat landscape facilitate potential vulnerabilities going undetected, putting organizations at risk. A robust application security strategy is vital to ensuring the safety of your organization’s data and applications. How does exposure management enhance application security?

Strategy 290

Strategy IoT Infrastructure Best Practices 290

Dynatrace

NOVEMBER 18, 2024

Read on to learn more about how Dynatrace and Microsoft leverage AI to transform modern cloud strategies. Race to the cloud As cloud technologies continue to dominate the business landscape, organizations need to adopt a cloud-first strategy to keep pace.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

DZone

OCTOBER 2, 2024

This section will provide insights into the architecture and strategies to ensure efficient query processing in a sharded environment. By the end of this guide, you’ll have a comprehensive understanding of database sharding, enabling you to implement it effectively in your systems.

Database 279

Database Systems Scalability Traffic 279

Dynatrace

MARCH 18, 2024

In response, many organizations are adopting a FinOps strategy. Proactive cost alerting Proactive cost alerting is the practice of implementing automated systems or processes to monitor financial data, identify potential issues or anomalies, ensure compliance, and alert relevant stakeholders before problems escalate.

Best Practices 278

Best Practices Strategy Cloud AWS 278

DZone

JANUARY 8, 2025

API resilience is about creating systems that can recover gracefully from disruptions, such as network outages or sudden traffic spikes, ensuring they remain reliable and secure. This has become critical since APIs serve as the backbone of todays interconnected systems.

Best Practices 239

Best Practices Design Scalability Architecture 239

Dynatrace

JULY 25, 2024

I spoke with Martin Spier, PicPay’s VP of Engineering, about the challenges PicPay experienced and the Kubernetes platform engineering strategy his team adopted in response. “Our development teams relied heavily on logs to understand what was going on with our systems,” he said. billion. .

Strategy 264

Strategy Engineering Open Source Java 264

Dynatrace

JANUARY 17, 2024

An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance. They can do so by establishing a solid FinOps strategy. AI observability is the use of artificial intelligence to capture the performance and cost details generated by various systems in an IT environment.

Strategy 288

Strategy Artificial Intelligence Storage Cloud 288

The Netflix TechBlog

NOVEMBER 12, 2024

Failures in a distributed system are a given, and having the ability to safely retry requests enhances the reliability of the service. In the following sections, we’ll explore various strategies for achieving durable and accurate counts. Clients can use this token to safely retry or hedge their requests.

Latency 251

Latency Cache Infrastructure Strategy 251

Dynatrace

SEPTEMBER 9, 2022

Today, organizations must adopt solid modernization strategies to stay competitive in the market. According to a recent IDC report , IT organizations need to create a modernization and rationalization plan that aligns with their overall digital transformation strategy. Crafting an application modernization strategy.

Strategy 264

Strategy Benchmarking Serverless Cloud 264

Dynatrace

DECEMBER 12, 2024

Key insights for executives: Stay ahead with continuous compliance: New regulations like NIS2 and DORA demand a fresh, continuous compliance strategy. 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

SEPTEMBER 30, 2024

These advanced firewalls are integral to cloud security strategies, combining multiple layers of defense with optimized performance to tackle evolving threats. One key solution organizations use to achieve this balance is the deployment of Next-Generation Firewalls (NGFWs), which play an essential role in securing cloud environments.

Network 290

Network Strategy Cloud Performance 290

DZone

SEPTEMBER 28, 2023

In today's digital landscape, it's not just about building functional systems; it's about creating systems that scale smoothly and efficiently under demanding loads. A seemingly minute inefficiency, when multiplied a million times over, can cause systems to grind to a halt.

Scalability 162

Scalability Strategy Systems Performance 162

The Netflix TechBlog

MARCH 4, 2025

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix. The request schema for the observability endpoint.

Traffic 180

Traffic Entertainment Strategy Innovation 180

Dynatrace

MAY 9, 2022

For IT teams seeking agility, cost savings, and a faster on-ramp to innovation, a cloud migration strategy is critical. But, as resources move off premises, IT teams often lack visibility into system performance and security issues. Define the strategy, assess the environment, and perform migration-readiness assessments and workshops.

Strategy 246

Strategy Cloud Infrastructure Metrics 246

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. A comprehensive digital transformation strategy can help organizations better understand the market, reach customers more effectively, and respond to changing demand more quickly. Competitive advantage.

Strategy 244

Strategy Retail DevOps Traffic 244

Dynatrace

FEBRUARY 1, 2022

In this preview video for Dynatrace Perform 2022, I talk to Ajay Gandhi, VP of product marketing at Dynatrace, about how adding a vulnerability management strategy to your DevSecOps practices can be key to handling threats posed by vulnerabilities. ?. Why DevSecOps practices benefit from vulnerability management.

Strategy 246

Strategy Games DevOps Open Source 246

The Netflix TechBlog

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

Tuning 200

Tuning Efficiency Latency Strategy 200

Dynatrace

DECEMBER 6, 2022

Similarly, if a digital transformation strategy embraces digitization but processes remain manual, an organization will fail. Finally, integrating intelligence into transformation efforts enables systems to become smarter and more automated as organizations mature. Crafting a successful digital transformation strategy.

Strategy 246

Strategy Artificial Intelligence Innovation Ecommerce 246

DZone

MAY 1, 2023

CPU isolation and efficient system management are critical for any application which requires low-latency and high-performance computing. These measures are especially important for high-frequency trading systems, where split-second decisions on buying and selling stocks must be made.

Tuning 253

Tuning Systems Latency Performance 253

Dynatrace

MARCH 1, 2023

Security vulnerabilities can easily creep into IT systems and create costly risks. A defense-in-depth approach to cybersecurity strategy is also critical in the face of runtime software vulnerabilities such as Log4Shell. But the complexity and scale of multicloud architecture invites new enterprise challenges.

Strategy 246

Strategy Cloud Software Software 246

Dynatrace

JANUARY 21, 2022

Without a centralized approach to vulnerability management, DevSecOps teams waste time figuring out how a vulnerability affects the production environment and which systems to fix first. The post Why vulnerability management enhances your cloud application security strategy appeared first on Dynatrace blog. Contextual insight.

Strategy 246

Strategy Cloud DevOps Open Source 246

Dynatrace

NOVEMBER 20, 2024

This rising risk amplifies the need for reliable security solutions that integrate with existing systems. Explore our interactive product tour , or contact us to discuss how Dynatrace and Microsoft Sentinel can elevate your security strategy. Click here to read our full press release. Ready to strengthen your security posture?

Best Practices 299

Best Practices Innovation Azure Cloud 299

Dynatrace

DECEMBER 2, 2024

Clearly, continuing to depend on siloed systems, disjointed monitoring tools, and manual analytics is no longer sustainable. One study found that 93% of companies have a multicloud strategy to enable them to use the best qualities of each cloud provider for different situations.

Artificial Intelligence 258

Artificial Intelligence DevOps Architecture Cloud 258

Dynatrace

SEPTEMBER 2, 2022

The company did a postmortem on its monitoring strategy and realized it came up short. I’m going to log into the POS [point-of-sale system] and reproduce what happened on Thanksgiving, then log into the Dynatrace console and see the data come through.”.

Traffic 246

Traffic Strategy Retail Ecommerce 246

Dynatrace

APRIL 22, 2025

You might have state-of-the-art surveillance systems and guards at the main entrance, but if a side door is left unlocked, all the security becomes meaningless. What seems like an innocuous config file could contain the access credentials to your most sensitive systems. Security principle. Security principle. Common misconfiguration.

Network 162

Network Servers Strategy Best Practices 162

DZone

MARCH 5, 2024

Building scalable systems using microservices architecture is a strategic approach to developing complex applications. This step-by-step guide outlines the process of creating a microservices-based system, complete with detailed examples.

Strategy 291

Strategy Scalability Architecture Systems 291

The Netflix TechBlog

DECEMBER 17, 2024

To achieve this, we are committed to building robust systems that deliver comprehensive observability, enabling us to take full accountability for every title on ourservice. Each title represents countless hours of effort and creativity, and our systems need to honor that uniqueness. Yet, these pages couldnt be more different.

Traffic 172

Traffic Scalability Strategy Monitoring 172

Dynatrace

MAY 8, 2023

Today’s organizations are constantly enhancing their systems and services as new opportunities arise, inspiring new forms of collaboration while relying on open ecosystems and open source software. The key to observability in these systems is the ability to collect and integrate metrics, logs, and trace data from components.

Open Source 246

Open Source Strategy Lambda Metrics 246

DZone

FEBRUARY 17, 2025

Slow system response times, error rate increases, bugs, and failed updates can all damage the reputation and efficiency of your project. This data will help you make informed decisions regarding refactoring, optimization, and error-fixing strategies.

Strategy 147

Strategy Efficiency Systems Performance 147

Scalegrid

FEBRUARY 24, 2025

Scaling RabbitMQ ensures your system can handle growing traffic and maintain high performance. Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

DZone

FEBRUARY 4, 2025

Effective data distribution strategies and data placement mechanisms are key to maintaining fast query responses and system performance, especially when handling petabyte-scale data and real-time analytics.

Performance 173

Performance Tuning Analytics Strategy 173

Dynatrace

JANUARY 11, 2023

Organizations can uncover critical insights about customers, track the health of complex systems, or view sales trends. Much of the data business analysts rely on is stored in proprietary systems, where it’s difficult to access and often stale. On one hand, more data potentially offers more value. Fragile integrations.

Analytics 246

Analytics Strategy Storage Technology 246

The Netflix TechBlog

FEBRUARY 14, 2025

It requires a state-of-the-art system that can track and process these impressions while maintaining a detailed history of each profiles exposure. In this multi-part blog series, we take you behind the scenes of our system that processes billions of impressions daily.

Tuning 166

Tuning Latency Efficiency Storage 166

DZone

SEPTEMBER 26, 2024

A data pipeline is more than just a conduit for data — it is a complex system that involves the extraction, transformation, and loading ( ETL ) of data from various sources to ensure that it is clean, consistent, and ready for analysis. Let’s dive into the key steps to building out your data pipelines.

Strategy 147

Strategy Scalability Efficiency Technology 147

DZone

JUNE 19, 2024

Retrieval strategies play a crucial role in improving performance and scalability, especially when response times are critical. In this article, we will explore two pagination strategies, offset and cursor-based pagination, that are suited to different scenarios and requirements.

Efficiency 327

Efficiency Strategy Scalability Technology 327