DZone

FEBRUARY 28, 2025

Grafana Loki is a horizontally scalable, highly available log aggregation system. It is designed for simplicity and cost-efficiency. Created by Grafana Labs in 2018, Loki has rapidly emerged as a compelling alternative to traditional logging systems, particularly for cloud-native and Kubernetes environments.

Architecture 130

Architecture Scalability Efficiency Cloud 130

The Netflix TechBlog

JANUARY 25, 2023

Scalable Annotation Service — Marken by Varun Sekhri , Meenakshi Jindal Introduction At Netflix, we have hundreds of micro services each with its own data models or entities. Marken architecture Above picture represents the block diagram of the architecture for our service. zookeeper service, internationalization service etc.

Scalability 291

Scalability Latency Media Architecture 291

DZone

DECEMBER 17, 2021

One of the toughest decisions your software development team may face as you scale is deciding between keeping your current codebase and rebuilding on new software architecture. Rethink, Restructure, and Rebuild.

Architecture 246

Architecture Software Architecture Scalability Software 246

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

DZone

FEBRUARY 20, 2023

Over the last few years, microservice architecture emerged to be on top of conventional SOA (Service Oriented Architecture). This much more precise and smaller architecture brought in many benefits. have backed their performance based on this architecture. Some major organizations, such as Netflix, Nike, Facebook, etc.,

Architecture 259

Architecture Testing Strategy Scalability 259

DZone

OCTOBER 24, 2024

A microservices architecture is the gold standard for building scalable web applications. Gartner estimates that 74% of organizations use microservices for their web applications , with another 23% planning to use them soon.

Architecture 276

Architecture Government Scalability Development 276

DZone

JUNE 25, 2024

As display manufacturing continues to evolve, the demand for scalable software solutions to support automation has become more critical than ever. Scalable software architectures are the backbone of efficient and flexible production lines, enabling manufacturers to meet the increasing demands for innovative display technologies.

Scalability 241

Scalability Software Software Software Architecture 241

DZone

JANUARY 16, 2024

Serverless architecture is a way of building and running applications without the need to manage infrastructure. Scalability: Serverless services automatically scale with the application's needs. Importance of Resiliency in Serverless Architecture As heavenly as serverless sounds, it isn't immune to failures.

Serverless 297

Serverless AWS Architecture Lambda 297

DZone

JANUARY 26, 2024

A messaging system serves as a backbone, allowing information transmission between different services or modules in a distributed architecture. However, maintaining scalability and fault tolerance in this system is a difficult but necessary task.

Scalability 264

Scalability Design Systems Architecture 264

DZone

JANUARY 8, 2024

As organizations increasingly migrate their applications to the cloud, efficient and scalable load balancing becomes pivotal for ensuring optimal performance and high availability. Load balancing is a critical component in cloud architectures for various reasons.

Azure 287

Azure Scalability Traffic Performance 287

Dynatrace

AUGUST 17, 2021

2020 cemented the reality that modern software development practices require rapid, scalable delivery in response to unpredictable conditions. This method of structuring, developing, and operating complex, multi-function software as a collection of smaller independent services is known as microservice architecture. Dynatrace news.

Architecture 246

Architecture Software Software Development 246

Dynatrace

AUGUST 17, 2021

2020 cemented the reality that modern software development practices require rapid, scalable delivery in response to unpredictable conditions. This method of structuring, developing, and operating complex, multi-function software as a collection of smaller independent services is known as microservice architecture. Dynatrace news.

Architecture 246

Architecture Software Software Development 246

DZone

JULY 13, 2023

In today's data-driven world, organizations need efficient and scalable data pipelines to process and analyze large volumes of data. Medallion Architecture provides a framework for organizing data processing workflows into different zones, enabling optimized batch and stream processing.

Azure 246

Azure Architecture Efficiency Processing 246

Dynatrace

DECEMBER 3, 2024

By embedding Dynatrace AI-driven observability and reliability checks into the deployment pipeline, organizations can proactively assess their cloud architectures against best practices, detecting and resolving potential issues before they impact production.

AWS 298

AWS Cloud Performance Innovation 298

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 5, 2023

Without observability, the benefits of ARM are lost Over the last decade and a half, a new wave of computer architecture has overtaken the world. ARM architecture, based on a processor type optimized for cloud and hyperscale computing, has become the most prevalent on the planet, with billions of ARM devices currently in use.

Architecture 290

Architecture Efficiency Energy Monitoring 290

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?

Latency 147

Latency Analytics Architecture Storage 147

High Scalability

OCTOBER 11, 2021

What would a totally new search engine architecture look like? The architecture needs to handle efficiently all these situations as the scaling of Read and Write operations varies over time in most use cases. Who better than Julien Lemoine , Co-founder & CTO of Algolia , to describe what the future of search will look like.

Architecture 309

Architecture Efficiency Engineering Performance 309

DZone

JANUARY 20, 2023

Having a distributed and scalable graph database system is highly sought after in many enterprise scenarios. Do Not Be Misled Designing and implementing a scalable graph database system has never been a trivial task.

Scalability 210

Scalability Big Data Hardware Internet 210

Dynatrace

JULY 7, 2022

Many organizations are taking a microservices approach to IT architecture. However, in some cases, an organization may be better suited to another architecture approach. Therefore, it’s critical to weigh the advantages of microservices against its potential issues, other architecture approaches, and your unique business needs.

Architecture 246

Architecture Serverless Azure Programming 246

DZone

JANUARY 2, 2024

The Publish/Subscribe (Pub/Sub) pattern is a widely-used software architecture paradigm, particularly relevant in the design of distributed, messaging-driven systems. The communication framework is decoupled, scalable, and dynamic, making it useful for addressing complex software requirements in modern application development.

Architecture 193

Architecture Software Architecture Scalability Design 193

DZone

OCTOBER 2, 2024

This section will provide insights into the architecture and strategies to ensure efficient query processing in a sharded environment. In this section, we’ll walk through the factors to consider when selecting a shard key, common mistakes to avoid, and how to balance performance with even data distribution.

Database 279

Database Systems Scalability Traffic 279

DZone

FEBRUARY 27, 2025

Handling multimodal data spanning text, images, videos, and sensor inputs requires resilient architecture to manage the diversity of formats and scale.

Efficiency 130

Efficiency Processing Latency Storage 130

InfoQ

NOVEMBER 1, 2024

At QCon San Francisco 2024, software architecture is front and center, with two tracks dedicated to exploring some of the largest and most complex architectures today. Join senior software practitioners as they provide inspiration and practical lessons for architects seeking to tackle issues at a massive scale. By Artenisa Chatziou

Software Architecture 85

Software Architecture Architecture Software Software 85

InfoQ

NOVEMBER 18, 2024

Discover how Livi navigated the complexities of transitioning MJog, a legacy healthcare system, to a cloud-native architecture, sharing valuable insights for successful tech modernization. Our experience illustrates that transitioning from legacy systems to cloud-based microservices is not a one-time project but an ongoing journey.

Healthcare 97

Healthcare Architecture Cloud Systems 97

DZone

FEBRUARY 24, 2023

Benefits of Amazon SQS Amazon SQS is a highly reliable and scalable message queuing service that enables you to reliably connect your applications. Visibility timeout : Messages can be set to expire and deleted after a set amount of time, even if they have not been delivered yet. It provides the following benefits:

Architecture 243

Architecture AWS Scalability Systems 243

The Netflix TechBlog

JANUARY 6, 2025

This thoughtful approach doesnt just address immediate hurdles; it builds the resilience and scalability needed for the future. This decision wasnt just about solving todays challengesit was about laying the foundation for a scalable, robust system that can grow with the complexities of our ever-evolving platform.

Scalability 219

Scalability Cache Engineering Systems 219

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.

Architecture 59

Architecture Strategy Scalability Design 59

DZone

JUNE 15, 2023

The scalability, agility, and continuous delivery offered by microservices architecture make it a popular option for businesses today. Nevertheless, microservices architectures are not invulnerable to disruptions.

Engineering 314

Engineering Architecture Scalability Google 314

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 180

Traffic Strategy Entertainment Innovation 180

DZone

OCTOBER 8, 2024

Snowflake is a powerful cloud-based data warehousing platform known for its scalability and flexibility. Understanding Snowflake Architecture Let’s briefly cover Snowflake architecture before we deal with data modeling and optimization techniques. Snowflake’s architecture consists of three main layers:

Best Practices 282

Best Practices Performance Architecture Scalability 282

DZone

APRIL 1, 2025

Modern distributed systems, like microservices and cloud-native architectures, are built to be scalable and reliable. However, their complexity can lead to unexpected failures. Chaos engineering is a useful way to test and improve system resilience by intentionally creating controlled failures.

Engineering 130

Engineering Virtualization Scalability Architecture 130

Dynatrace

OCTOBER 7, 2021

To get a better understanding of AWS serverless, we’ll first explore the basics of serverless architectures, review AWS serverless offerings, and explore common use cases. Serverless architecture: A primer. Serverless architecture shifts application hosting functions away from local servers onto those managed by providers.

Serverless 325

Serverless AWS Lambda Storage 325

Dynatrace

APRIL 4, 2025

For forensic log analytics use cases, the Security Investigator app benefits from the scalability and analytics power of Dynatrace Grail. The Grail architecture ensures scalability, making log data accessible for detailed analysis regardless of volume.

Analytics 147

Analytics Operating System Scalability Infrastructure 147

DZone

SEPTEMBER 23, 2024

With the rise of microservices architecture , there has been a rapid acceleration in the modernization of legacy platforms, leveraging cloud infrastructure to deliver highly scalable, low-latency, and more responsive services. Traditional blocking architectures often struggle to keep up performance, especially under high load.

Performance 287

Performance Latency Architecture Programming 287

DZone

OCTOBER 9, 2024

Microservices architecture promotes the development of applications, as suites of small, independent, loosely coupled services. scalability, reliability, faster development cycles, easier maintenance of individual services, etc., scalability, reliability, faster development cycles, easier maintenance of individual services, etc.,

Architecture 284

Architecture Strategy Scalability Software 284

Scalegrid

FEBRUARY 24, 2025

Key Takeaways RabbitMQ improves scalability and fault tolerance in distributed systems by decoupling applications, enabling reliable message exchanges. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount.

Best Practices 147

Best Practices Traffic Strategy Scalability 147