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

NOVEMBER 20, 2023

For more: Read the Report Employing cloud services can incur a great deal of risk if not planned and designed correctly. This is an article from DZone's 2023 Observability and Application Performance Trend Report. In fact, this is really no different than the challenges that are inherit within a single on-premises data center implementation.

Cloud 298

Cloud Architecture Systems Network 298

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 213

Architecture Serverless Azure Programming 213

Dynatrace

OCTOBER 23, 2023

At financial services company, Soldo, efficiency and security by design are paramount goals. Because Soldo is in a highly regulated industry, Domenella’s team adopted security by design from the beginning. What is security by design? The most efficient one we found was Dynatrace.”

Design 230

Design Innovation DevOps Open Source 230

Dynatrace

MAY 23, 2022

As a result, organizations are weighing microservices vs. monolithic architecture to improve software delivery speed and quality. Traditional monolithic architectures are built around the concept of large applications that are self-contained, independent, and incorporate myriad capabilities. What is monolithic architecture?

Architecture 206

Architecture DevOps Monitoring Programming 206

Dynatrace

JULY 24, 2024

A zero trust architecture (ZTA) model comprises seven pillars to enhance the security posture of all organizations, from government agencies to private sector enterprises. ZTA is a set of system design principles with a security model in mind.

Government 203

Government Architecture Analytics Strategy 203

Dynatrace

APRIL 19, 2023

Creating an ecosystem that facilitates data security and data privacy by design can be difficult, but it’s critical to securing information. When organizations focus on data privacy by design, they build security considerations into cloud systems upfront rather than as a bolt-on consideration.

Design 204

Design Storage Programming Analytics 204

The Netflix TechBlog

SEPTEMBER 3, 2021

How can we achieve a similar functionality when designing our gRPC APIs? Add FieldMask to the Request Message Instead of creating one-off “include” fields, API designers can add field_mask field to the request message: [link] Consumers can set paths for the fields they expect to receive in the response.

Design 246

Design Java Code Servers 246

The Netflix TechBlog

SEPTEMBER 15, 2021

By Ricky Gardiner , Alex Borysov Background In our previous post , we discussed how we utilize FieldMask as a solution when designing our APIs so that consumers can request the data they need when fetched via gRPC. API designers should aim for simplicity, but make their APIs open for extension and evolution.

Design 242

Design Scalability Engineering Performance 242

DZone

JANUARY 31, 2024

The reality of the startup is that engineering teams are often at a crossroads when it comes to choosing the foundational architecture for their software applications. The allure of a microservice architecture is understandable in today's tech state of affairs, where scalability, flexibility, and independence are highly valued.

Architecture 289

Architecture Scalability Design Engineering 289

Scalegrid

MAY 13, 2020

In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. It’s architecture was specially designed to manage large-scale data warehouses and business intelligence workloads by giving you the ability to spread your data out across a multitude of servers.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

High Scalability

MAY 14, 2020

Sure, Zoom has made some design decisions that made sense as a small spunky startup that don't make a lot of sense as a defacto standard, but that's to be expected. It's not a sign of bad architecture as many have suggested.

Virtualization 363

Virtualization Architecture Design 363

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

Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. So, what is cloud-native architecture, exactly? What is cloud-native architecture? The principles of cloud-native architecture.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

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 293

Serverless AWS Lambda Storage 293

The Netflix TechBlog

FEBRUARY 18, 2022

Motivation With the rapid growth in Netflix member base and the increasing complexity of our systems, our architecture has evolved into an asynchronous one that enables both online and offline computation. Architecture As shown in the diagram above, the RENO service can be broken down into the following components.

Systems 334

Systems Traffic Architecture Mobile 334

DZone

AUGUST 8, 2024

The decision between batch and real-time processing is a critical one, shaping the design, architecture, and success of our data pipelines. While both methods aim to extract valuable insights from data, they differ significantly in their execution, capabilities, and use cases.

Processing 275

Processing Architecture Design 275

ACM Sigarch

DECEMBER 19, 2022

We look here at a Gedankenexperiment: move 16 bytes per cycle , addressing not just the CPU movement, but also the surrounding system design. A lesser design cannot possibly move 16 bytes per cycle. This base design can map easily onto many current chips. Thought Experiment. bytes remaining to move.

Design 145

Design Systems Cache Network 145

DZone

SEPTEMBER 30, 2023

In today's rapidly evolving technology landscape, it's common for applications to migrate to the cloud to embrace the microservice architecture. While this architectural approach offers scalability, reusability, and adaptability, it also presents a unique challenge: effectively managing communication between these microservices.

Systems 286

Systems Virtualization Architecture Scalability 286

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 257

Architecture Best Practices Engineering Open Source 257

DZone

JANUARY 8, 2024

Understanding the strengths and applications of these load-balancing services is crucial for architects and administrators seeking to design resilient and responsive solutions in the Azure cloud environment. Load balancing is a critical component in cloud architectures for various reasons. What Is Load Balancing?

Azure 287

Azure Scalability Traffic Performance 287

Dynatrace

JULY 11, 2023

We’re delighted to share that IBM and Dynatrace have joined forces to bring the Dynatrace Operator, along with the comprehensive capabilities of the Dynatrace platform, to Red Hat OpenShift on the IBM Power architecture (ppc64le).

Architecture 178

Architecture Availability Infrastructure Monitoring 178

DZone

FEBRUARY 29, 2024

A proper architecture ensures that there are no bottlenecks in the movement of messages. Simple Notification Service (SNS), a native pub/sub messaging service from AWS can be leveraged to design a distributed messaging platform. A critical component of such an application is message distribution.

Efficiency 264

Efficiency AWS Scalability Architecture 264

DZone

SEPTEMBER 11, 2024

Regarding contemporary software architecture, distributed systems have been widely recognized for quite some time as the foundation for applications with high availability, scalability, and reliability goals. Spring Boot's default codes and annotation setup lessen the time it takes to design an application.

Systems 249

Systems Java Software Architecture Programming 249

DZone

MARCH 20, 2023

Microservices architecture has gained popularity recently as a technique for creating sophisticated and scalable software systems. Making it easier for these services to communicate with one another is one of the major problems with a microservices design. HTTP and messaging are two popular methods for microservices communication.

Scalability 264

Scalability Architecture Network Design 264

InfoQ

APRIL 9, 2024

The company leveraged Instagram's existing monolithic architecture and quickly iterated to create a new text-first microblogging service in record time. Zahan Malkani talked during QCon London 2024 about Meta’s journey from identifying the opportunity in the market to shipping the Threads application only five months later.

Architecture 140

Architecture Serverless Mobile Design 140

The Netflix TechBlog

FEBRUARY 3, 2021

Our colleagues wrote a Netflix Tech Blog post describing the details of this architecture. The transition to the new federated architecture meant that many of our backend teams needed to adopt GraphQL in our Java ecosystem. Backward compatibility is even more critical when working in a Federated GraphQL architecture.

Open Source 246

Open Source Java Architecture Metrics 246

DZone

AUGUST 12, 2024

Architecturally, the Istio Ambient mesh is a great design that improves performance. Since there are many promotions about Ambient mesh being production-ready, many of our prospects and enterprises are generally eager to try or migrate to Ambient mesh. But whether it performs quickly is still a question.

Benchmarking 247

Benchmarking Performance Testing Performance DevOps 247

DZone

JUNE 25, 2024

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

Scalability 241

Scalability Software Software Software Architecture 241

The Netflix TechBlog

NOVEMBER 17, 2022

Our approach to NN-based video downscaling The deep downscaler is a neural network architecture designed to improve the end-to-end video quality by learning a higher-quality video downscaler. We employed an adaptive network design that is applicable to the wide variety of resolutions we use for encoding.

Network 302

Network Media Innovation Efficiency 302

DZone

DECEMBER 27, 2023

MRTF is a collaborative, anticipatory, and holistic approach that brings together developers, quality assurance professionals, operations teams, and user experience designers. What Is MRTF? In embracing a holistic and collaborative approach, let’s start by explaining the cornerstones of MRTF.

Testing 228

Testing Scalability Architecture Design 228

DZone

OCTOBER 11, 2022

Simpler UI Testing with CasperJS ( Architects Zone – Architectural Design Patterns & Best Practices). Using MongoDB as a cache store ( Architects Zone – Architectural Design Patterns & Best Practices). Why haven’t cash-strapped American schools embraced open source? Hacker News).

Java 244

Java Best Practices Google Analytics 244

DZone

JULY 12, 2023

Cloud-native architecture has become a key concept in the software industry, providing an efficient way to develop, deploy, and manage applications in the cloud. As more and more applications are moved to the cloud, it becomes increasingly important to design and build them in a way that takes full advantage of cloud computing.

Cloud 236

Cloud Best Practices Architecture Design 236

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. The architects and developers who create the software must design it to be observed. Dynatrace news. Benefits of observability.

Metrics 363

Metrics Open Source Monitoring Cloud 363

DZone

DECEMBER 9, 2020

But Irony is, SRP is the most powerful but obscured principle in the Design toolbox, this throws a web of confusion and you are stoned by thinking should I use it in the right way or not? That's why I like to call SRP Medusa.

Code 225

Code Architecture Design Java 225

DZone

JULY 10, 2024

In today’s digital landscape, APIs have become the backbone of modern software architecture, enabling seamless integration and communication among disparate systems. Effective API management is critical to ensuring that these interfaces are secure, scalable, and maintainable.

Best Practices 227

Best Practices Software Architecture Strategy Scalability 227

DZone

MARCH 22, 2023

Then, we will discuss the system's architecture, the problems it solves, and the model employed to manage containerized deployments and scaling. It is designed to be highly scalable, fault-tolerant, and cloud-agnostic, running on multiple cloud platforms and on-premise environments. What Is Kubernetes?

Open Source 253

Open Source Scalability Architecture Cloud 253