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

MARCH 18, 2024

In response, many organizations are adopting a FinOps strategy. Suboptimal architecture design. Forecasting and budgeting A FinOps strategy involves forecasting future cloud costs and budgeting accordingly to align spending with business goals and objectives. Poorly designed cloud solutions can become costly over time.

Best Practices 278

Best Practices Strategy Cloud AWS 278

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 response schema for the observability endpoint.

Traffic 188

Traffic Entertainment Strategy Innovation 188

DZone

MARCH 6, 2025

This comprehensive guide explores advanced techniques and best practices for maximizing Snowflake performance, backed by practical examples and implementation strategies. Understanding Snowflake's Architecture on AWS Snowflake's multi-cluster, shared-data architecture on AWS consists of three distinct layers:

AWS 165

AWS Performance Best Practices Architecture 165

Dynatrace

DECEMBER 3, 2024

Dynatrace integrations with AWS services like AWS Application Migration Service and Migration Hub Strategy Recommendations enable a more resilient and secure approach to VMware migrations to the AWS cloud. This solution aligns to the AWS Well-Architected Framework.

AWS 298

AWS Cloud Performance Innovation 298

Dynatrace

MARCH 1, 2023

As digital transformation accelerates, organizations turn to hybrid and multicloud architectures to innovate, grow, and reduce costs. But the complexity and scale of multicloud architecture invites new enterprise challenges. Protection means securing complex, distributed and high-velocity cloud architectures,” the article continued.

Strategy 246

Strategy Cloud Software Software 246

The Netflix TechBlog

MARCH 10, 2023

These applications are built on a microservices architecture, and the Asset Management Platform provides asset management to those dozens of services for various asset types. Although this indexing strategy worked smoothly for a while, interesting challenges started coming up and we started to notice performance issues over time.

Strategy 275

Strategy Cache Storage Analytics 275

Dynatrace

MAY 9, 2022

For IT teams seeking agility, cost savings, and a faster on-ramp to innovation, a cloud migration strategy is critical. Define the strategy, assess the environment, and perform migration-readiness assessments and workshops. The seven Rs of a cloud migration strategy with Dynatrace. Dynatrace news. Mobilize and plan.

Strategy 246

Strategy Cloud Infrastructure Java 246

Dynatrace

MAY 13, 2025

These technologies maintain the agents state, session memory, and reasoning strategies. Underpinning this iterative loop is the orchestration layer , which maintains the agents state, session memory, and reasoning strategies (such as ReAct, Chain-of-Thought, or Tree-of-Thoughts ). Dynatrace MCP server reference architecture.

Artificial Intelligence 295

Artificial Intelligence Monitoring Google Strategy 295

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. We have taken that opportunity and expanded Dynatrace to protect applications, remediate exposures, and investigate threats to enable an automated AISecOps approach to continuous compliance.

Analytics 289

Analytics Government Efficiency Innovation 289

DZone

JANUARY 31, 2024

When you are preparing your application for release, an efficient initial strategy is to integrate a single payment service. But as your application's market reach grows, so does the necessity for flexible and diverse payment options.

Scalability 294

Scalability Architecture Strategy Infrastructure 294

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. Consumers expect personalized, proactive, and convenient service, which traditional application architectures often struggle to provide. Improved customer experience. Competitive advantage.

Strategy 244

Strategy Retail DevOps Education 244

Dynatrace

DECEMBER 15, 2022

In this blog, we share three log ingestion strategies from the field that demonstrate how building up efficient log collection can be environment-agnostic by using our generic log ingestion application programming interface (API). Log ingestion strategy no. Log ingestion strategy No. Log ingestion strategy No.

Strategy 245

Strategy AWS Open Source Transportation 245

High Scalability

AUGUST 27, 2018

com and the strategies we use to keep it up and running with high availability. Core service architecture. We designed Auth0 from the beginning so that it could run anywhere: on our cloud, on your cloud, or even on your own private infrastructure. A lot has changed since then in Auth0.

Architecture 244

Architecture Cloud Traffic AWS 244

Dynatrace

JANUARY 14, 2025

Release management challenges with microservices Modern architecture often involves hundreds of microservices, each managed by its own CI/CD pipeline and often by different DevOps teams. Conclusion Integrating Dynatrace with ITSM and GitOps provides a unified, scalable release management strategy.

DevOps 246

DevOps Best Practices Strategy Latency 246

DZone

MARCH 5, 2024

Building scalable systems using microservices architecture is a strategic approach to developing complex applications. Microservices allow teams to deploy and scale parts of their application independently, improving agility and reducing the complexity of updates and scaling.

Strategy 291

Strategy Scalability Architecture Systems 291

The Netflix TechBlog

MARCH 28, 2025

This scenario underscored the need for a new recommender system architecture where member preference learning is centralized, enhancing accessibility and utility across different models. This strategy effectively leverages the vast scale of unlabeled user interaction data.

Tuning 225

Tuning Efficiency Latency Strategy 225

InfoQ

MAY 15, 2025

Rashmi Venugopal explains the core principles of renovating legacy software architecture. This talk addresses why legacy systems arise, their symptoms (complexity, degraded experience), and offers actionable strategies for modernization.

Architecture 70

Architecture Innovation Software Architecture Strategy 70

Dynatrace

JUNE 4, 2025

A comprehensive observability strategy enables organizations to identify their level of reliance on cloud vendors, assess the impact of different deployment models, and embrace resilient strategies aligned with business objectives. Greater autonomy from providers. group of companies.

Healthcare 146

Healthcare Strategy Cloud Best Practices 146

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. The post Panel Recap: How is your performance and reliability strategy aligned with your customer experience?

Strategy 245

Strategy Performance Logistics Monitoring 245

Uber Engineering

JULY 27, 2021

At its core, we capture a consumer’s intent and fulfill it by matching it with the right … The post Uber’s Fulfillment Platform: Ground-up Re-architecture to Accelerate Uber’s Go/Get Strategy appeared first on Uber Engineering Blog.

Strategy 139

Strategy Architecture Engineering 139

Abhishek Tiwari

DECEMBER 22, 2024

Alibaba has constructed a sophisticated microservices architecture to address the challenges of serving its vast user base and handling complex business operations. This article draws from research by Luo et al.,

Architecture 59

Architecture Strategy Scalability Design 59

DZone

JUNE 9, 2025

However, a microservices architecture comes with many potential points of failure—dozens or even hundreds of distributed components communicating over a network. Microservices have become the go-to approach for building systems that need to scale efficiently and stay resilient under pressure.

Code 100

Code Strategy Architecture Network 100

Scalegrid

FEBRUARY 24, 2025

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. Collectively, these strategies contribute to the stability and performance of the RabbitMQ cluster.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

The Netflix TechBlog

FEBRUARY 14, 2025

We can experiment with different content placements or promotional strategies to boost visibility and engagement. Analyzing impression history, for example, might help determine how well a specific row on the home page is functioning or assess the effectiveness of a merchandising strategy.

Tuning 169

Tuning Latency Efficiency Storage 169

The Netflix TechBlog

JUNE 12, 2025

Introducing UDA UDA (Unified Data Architecture) is the foundation for connected data in Content Engineering. These models encode both the information architecture of the systems and the schemas of the data containers within. The conceptual model must become part of the control plane. These were the core ideas that led us to build UDA.

Architecture 207

Architecture Government Java Systems 207

DZone

MARCH 8, 2024

In today's fast-paced digital landscape, organizations are increasingly embracing multi-cloud environments and cloud-native architectures to drive innovation and deliver seamless customer experiences.

Analytics 331

Analytics Innovation DevOps Architecture 331

DZone

OCTOBER 9, 2024

Microservices architecture promotes the development of applications, as suites of small, independent, loosely coupled services. detailed in this article ), it has gained significant traction in the software industry lately and organizations are building their applications following microservices architecture.

Architecture 284

Architecture Strategy Scalability Software 284

The Netflix TechBlog

NOVEMBER 12, 2024

In the following sections, we’ll explore various strategies for achieving durable and accurate counts. Without an efficient data retention strategy, this approach may struggle to scale effectively. Additionally, we employ a bucketing strategy to prevent wide partitions.

Latency 261

Latency Cache Infrastructure Strategy 261

Dynatrace

APRIL 22, 2025

Kubernetes architecture and how security misconfigurations can affect each component. This could expose pod placement decisions, resource allocation information, service account tokens, and deployment strategies. Like pieces of a puzzle, these components must fit together securely to create a properly protected cluster.

Network 159

Network Strategy Best Practices Servers 159

Scalegrid

MARCH 14, 2024

Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer. Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

DZone

NOVEMBER 17, 2023

So far as building software architectures is what I have been doing for a living for years and years, I’m here to suggest a thing or two to those who aren’t certain if they need app scaling at all and which strategy to follow, if any. Hey, I’m Alex Shumski, Head of Presales at Symfa.

Strategy 147

Strategy Software Architecture Scalability Architecture 147

Scalegrid

FEBRUARY 6, 2025

This article outlines the key differences in architecture, performance, and use cases to help determine the best fit for your workload. RabbitMQ follows a message broker model with advanced routing, while Kafkas event streaming architecture uses partitioned logs for distributed processing. What is RabbitMQ? What is Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

Scalegrid

MAY 22, 2025

Implementing appropriate indexes is a critical strategy for optimizing database performance, as it helps identify frequently used columns in search conditions and enhances query efficiency. Significant enhancements to indexing strategies can be realized by thoroughly reviewing and refining the structure of the database schema.

Database 130

Database Performance Hardware Traffic 130

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Real-world examples like Spotify’s multi-cloud strategy for cost reduction and performance, and Netflix’s hybrid cloud setup for efficient content streaming and creation, illustrate the practical applications of each model.

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

Dotcom-Montior

JANUARY 7, 2025

To stay competitive in the world of websites, it’s important to embrace all the latest website monitoring trends and strategies. Let’s dive into the new year with some tips for new monitoring strategies. API and Web Application Monitoring: Gain full visibility into modern web architectures, including APIs and microservices.

Website 52

Website Strategy Monitoring Artificial Intelligence 52

Dynatrace

OCTOBER 2, 2023

Transforming an application from monolith to microservices-based architecture can be daunting, and knowing where to start can be difficult. Unsurprisingly, organizations are breaking away from monolithic architectures and moving toward event-driven microservices. Migration is time-consuming and involved. create a microservice; 2.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278