DZone

JUNE 19, 2024

Managing large datasets efficiently is essential in software development. Retrieval strategies play a crucial role in improving performance and scalability, especially when response times are critical. These strategies will help you understand the importance of pagination and how they can benefit your system.

Efficiency 327

Efficiency Strategy Scalability Technology 327

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

Dynatrace

NOVEMBER 11, 2024

A good Kubernetes SLO strategy helps teams manage and make containerized workloads more efficient. Kubernetes is a widely used open source system for container orchestration. Efficient coordination of resource usage, requests, and allocation is critical.

Efficiency 263

Efficiency Best Practices Monitoring Cloud 263

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 2, 2024

Part of the problem is technologies like cloud computing, microservices, and containerization have added layers of complexity into the mix, making it significantly more challenging to monitor and secure applications efficiently. Learn more about how you can consolidate your IT tools and visibility to drive efficiency and enable your teams.

Artificial Intelligence 258

Artificial Intelligence DevOps Architecture Cloud 258

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

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.

Efficiency 306

Efficiency Performance Analytics DevOps 306

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

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 Strategy Entertainment Innovation 180

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

JANUARY 17, 2024

As organizations turn to artificial intelligence for operational efficiency and product innovation in multicloud environments, they have to balance the benefits with skyrocketing costs associated with AI. An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance.

Strategy 288

Strategy Artificial Intelligence Storage Cloud 288

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 20, 2024

This rising risk amplifies the need for reliable security solutions that integrate with existing systems. By leveraging the combined strengths of Dynatrace and Microsoft Sentinel, enterprises can achieve a comprehensive security posture for enhanced operational efficiency. Click here to read our full press release.

Best Practices 299

Best Practices Innovation Azure Cloud 299

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. Improved efficiency.

Strategy 264

Strategy Benchmarking Serverless Cloud 264

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. Cost efficiency. billion. .

Strategy 264

Strategy Engineering Open Source Java 264

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

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

JANUARY 21, 2025

Maintaining reliability and scalability requires a good grasp of resource management; predicting future demands helps prevent resource shortages, avoid over-provisioning, and maintain cost efficiency. This ensures optimal resource utilization and cost efficiency.

Traffic 262

Traffic Metrics Analytics Monitoring 262

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

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

Dynatrace

DECEMBER 6, 2022

Through it all, best practices such as AIOps and DevSecOps have enabled IT teams to efficiently and securely transform. As the analyst firm noted, organizations increasingly realize that digital capability is at the heart of execution, whether that’s to offer new products and services, minimize risk, or improve operational efficiency.

Strategy 246

Strategy Artificial Intelligence Innovation Ecommerce 246

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

Scalegrid

FEBRUARY 24, 2025

Scaling RabbitMQ ensures your system can handle growing traffic and maintain high performance. This guide will cover how to distribute workloads across multiple nodes, set up efficient clustering, and implement robust load-balancing techniques.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. Some of the benefits organizations seek from digital transformation journeys include the following: Increased DevOps automation and efficiency. Competitive advantage. Enhanced business operations.

Strategy 244

Strategy Retail DevOps Traffic 244

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

ACM Sigarch

APRIL 2, 2025

This approach represents a source operand by specifying ‘which group’ and ‘how many writes earlier within the group’ While it slightly increases hardware complexity compared to STRAIGHT, it provides greater flexibility in machine code by efficiently handling both short-lived and long-lived values.

Efficiency 75

Efficiency Hardware Architecture Design 75

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

APRIL 5, 2024

Service type (General Parameters Exceptions / mute request) To maintain SLO integrity, we employ various strategies, such as muting requests, ignoring certain elements, or enforcing exceptions only when a problem is identified. Contact Sales The post Efficient SLO event integration powers successful AIOps appeared first on Dynatrace news.

Efficiency 264

Efficiency Traffic Tuning Metrics 264

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.”. Performance problems, cyberthreats may complicate Black Friday traffic in 2022.

Traffic 246

Traffic Strategy Retail Ecommerce 246

High Scalability

JUNE 18, 2018

You can view the original article—H ow to implement consistent hashing efficiently —on Ably's blog. In this article, we’ll understand what consistent hashing is all about and why it is an essential tool in scalable distributed system architectures. Hashing revisited.

Efficiency 172

Efficiency Programming Strategy Scalability 172

Scalegrid

FEBRUARY 6, 2025

Kafka scales efficiently for large data workloads, while RabbitMQ provides strong message durability and precise control over message delivery. Introduction to Message Brokers Message brokers enable applications, services, and systems to communicate by acting as intermediaries between senders and receivers. What is RabbitMQ?

Latency 147

Latency Analytics Architecture Storage 147

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

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. This efficiency gives teams immediate, actionable insights and drives automation.

Analytics 246

Analytics Strategy Storage Technology 246

Dynatrace

APRIL 1, 2025

Operational efficiency. Dynatrace AI continuously monitors systems to prevent disruptions and identify optimization opportunities before they affect performance. This strategic collaboration agreement opens new avenues for customers to harness AI-powered observability to advance their cloud innovation strategies.

Innovation 147

Innovation AWS Cloud Efficiency 147

O'Reilly

MARCH 25, 2025

The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. Two big things: They bring the messiness of the real world into your system through unstructured data. When your system is both ingesting messy real-world data AND producing nondeterministic outputs, you need a different approach.

Systems 67

Systems Development Tuning Monitoring 67

DZone

NOVEMBER 1, 2024

As our digital world becomes increasingly complex and software evolves rapidly, ensuring high-quality and reliable systems becomes progressively more difficult. Therefore, it is crucial to have efficient testing strategies in place. Even practiced industry titans can fail to meet quality standards.

Software 100

Software Software Testing Strategy 100

Scalegrid

FEBRUARY 27, 2025

Incremental Backups: Speeds up recovery and makes data management more efficient for active databases. Performance Optimizations PostgreSQL 17 significantly improves performance, query handling, and database management, making it more efficient for high-demand systems. Start your free trial today!

Speed 130

Speed Database Storage Efficiency 130