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

Dynatrace

DECEMBER 12, 2024

The Federal Reserve Regulation HH in the United States focuses on operational resilience requirements for systemically important financial market utilities. Proactive systems like Dynatrace’s Davis AI can automate responses to threats, swiftly implementing remediation while keeping executives informed of actions taken and their impact.

Analytics 289

Analytics Government Efficiency Innovation 289

DZone

JANUARY 10, 2025

SQL Server is a powerful relational database management system (RDBMS), but as datasets grow in size and complexity, optimizing their performance becomes critical. Leveraging AI can revolutionize query optimization and predictive maintenance, ensuring the database remains efficient, secure, and responsive.

Servers 278

Servers Performance Database Efficiency 278

DZone

FEBRUARY 29, 2024

In the world of cloud computing and event-driven applications, efficiency and flexibility are absolute necessities. A smooth flow of messages in an event-driven application is the key to its performance and efficiency. A critical component of such an application is message distribution.

Efficiency 264

Efficiency AWS Scalability Architecture 264

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

DZone

JUNE 20, 2024

In the vast realm of software development, there's a pursuit for software systems that are not only robust and efficient but can also "heal" themselves. Self-healing software systems represent a significant stride towards automation and resilience. 4 Key Strategies for Building Self-Healing Software Systems 1.

Strategy 264

Strategy Systems Software Software 264

DZone

OCTOBER 10, 2023

Microservices architecture has revolutionized modern software development, offering unparalleled agility, scalability , and maintainability. However, effectively implementing microservices necessitates a deep understanding of best practices to harness their full potential while avoiding common pitfalls.

Best Practices 246

Best Practices Scalability Efficiency Systems 246

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

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. And how do DevOps monitoring tools help teams achieve DevOps efficiency? In addition, monitoring DevOps processes provide the following benefits: Improve system performance.

DevOps 246

DevOps Efficiency Monitoring Infrastructure 246

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

NOVEMBER 18, 2024

Adopting AI to enhance efficiency and boost productivity is critical in a time of exploding data, cloud complexities, and disparate 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

Dynatrace

OCTOBER 10, 2023

EdgeConnect provides a secure bridge for SaaS-heavy companies like Dynatrace, which hosts numerous systems and data behind VPNs. EdgeConnect facilitates seamless interaction, ensuring data security and operational efficiency. Efficiency and control EdgeConnect boasts a range of features designed for efficiency and control.

Systems 278

Systems Efficiency Internet Internet 278

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

DZone

JANUARY 7, 2025

Twilio is a call management system that provides excellent call recording capabilities, but often organizations are in need of automatically downloading and storing these recordings locally or in their preferred cloud storage. Use Cases When working with call management systems like Twilio , we might need to:

Storage 242

Storage Efficiency Cloud Systems 242

Dynatrace

APRIL 10, 2025

As an executive, I am always seeking simplicity and efficiency to make sure the architecture of the business is as streamlined as possible. Here are five strategies executives can pursue to reduce tool sprawl, lower costs, and increase operational efficiency. No delays and overhead of reindexing and rehydration.

Strategy 296

Strategy Storage Network Architecture 296

Dynatrace

NOVEMBER 4, 2024

There’s a goldmine of business data traversing your IT systems, yet most of it remains untapped. Other data sources, including APIs and log files — are used to expand access, often to external or proprietary systems. In fact, it’s likely that some of your critical business systems already write business data to log files.

Analytics 241

Analytics Airlines Metrics Monitoring 241

Dynatrace

DECEMBER 5, 2023

This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance. Energy efficiency and carbon footprint outshine x86 architectures The first clear benefit of ARM in the enterprise IT landscape is energy efficiency.

Efficiency 290

Efficiency Architecture Energy Monitoring 290

Dynatrace

OCTOBER 29, 2024

By automating root-cause analysis, TD Bank reduced incidents, speeding up resolution times and maintaining system reliability. This increased efficiency allowed BPX to reallocate resources toward innovation, driving business growth and reinforcing their sustainability goals. The result?

Innovation 288

Innovation Strategy Cloud AWS 288

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

DZone

OCTOBER 30, 2024

Log-Structured Merge Trees (LSM trees) are a powerful data structure widely used in modern databases to efficiently handle write-heavy workloads. They offer significant performance benefits through batching writes and optimizing reads with sorted data structures.

Strategy 244

Strategy Storage Efficiency Database 244

DZone

FEBRUARY 14, 2025

In the realm of modern software architecture, middleware plays a pivotal role in connecting various components of distributed systems. Efficient database operations in middleware can dramatically improve overall system performance, reduce latency, and enhance user experience.

Database 222

Database Performance Software Architecture Latency 222

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

APRIL 3, 2023

From development tools to collaboration, alerting, and monitoring tools, Dimitris explains how he manages to create a successful—and cost-efficient—environment. Now, shutting down systems daily helps the agency focus its cloud initiatives and save costs. It also helps reduce the agency’s carbon footprint.

Efficiency 246

Efficiency Social Media Artificial Intelligence Cloud 246

Dynatrace

OCTOBER 23, 2023

Microsoft Hyper-V is a virtualization platform that manages virtual machines (VMs) on Windows-based systems. It enables multiple operating systems to run simultaneously on the same physical hardware and integrates closely with Windows-hosted services. This leads to a more efficient and streamlined experience for users.

Efficiency 264

Efficiency Virtualization Hardware Performance 264

DZone

JANUARY 26, 2024

Building a strong messaging system is critical in the world of distributed systems for seamless communication between multiple components. A messaging system serves as a backbone, allowing information transmission between different services or modules in a distributed architecture.

Scalability 264

Scalability Design Systems Architecture 264

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. Implementing idempotency would likely require using an external system for such keys, which can further degrade performance or cause race conditions.

Latency 251

Latency Cache Infrastructure Strategy 251

Dynatrace

APRIL 5, 2024

Conclusion An effective Service Level Objective (SLO) holds more value than numerous alerts, reducing unnecessary noise in monitoring systems. Contact Sales The post Efficient SLO event integration powers successful AIOps appeared first on Dynatrace news. Interested in learning more? Contact us for a free demo.

Efficiency 264

Efficiency Traffic Tuning Metrics 264

Dynatrace

APRIL 15, 2024

Government agencies aim to meet their citizens’ needs as efficiently and effectively as possible to ensure maximum impact from every tax dollar invested. Critical infrastructure and services refer to the systems, facilities, and assets vital for the functioning of society and the economy.

Infrastructure 246

Infrastructure Efficiency Government Transportation 246

Dynatrace

NOVEMBER 18, 2024

In such a fragmented landscape, having clear, real-time insights into granular data for every system is crucial. 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. How do you make this happen?

Strategy 243

Strategy Innovation Cloud Efficiency 243

The Netflix TechBlog

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.

Systems 235

Systems Media Cache Open Source 235

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

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

The Netflix TechBlog

DECEMBER 17, 2024

We kick off with a few topics focused on how were empowering Netflix to efficiently produce and effectively deliver high quality, actionable analytic insights across the company. Subsequent posts will detail examples of exciting analytic engineering domain applications and aspects of the technical craft.

Analytics 212

Analytics Engineering Entertainment Metrics 212

Dynatrace

APRIL 16, 2025

Organizations are now looking into solutions that unify security capabilities to protect their environments efficiently. Incident response: Providing capabilities for incident response, including remediation suggestions and integration with DevOps workflows, to help resolve security incidents quickly and efficiently.

Serverless 219

Serverless Azure Cloud Infrastructure 219

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

Dynatrace

FEBRUARY 4, 2025

In this blog post, we will see how Dynatrace harnesses the power of observability and analytics to tailor a new experience to easily extend to the left, allowing developers to solve issues faster, build more efficient software, and ultimately improve developer experience!

Development 235

Development Analytics Code Architecture 235

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