DZone

FEBRUARY 20, 2024

In the landscape of computer architecture, two prominent paradigms shape the realm of parallel processing: SIMD (Single Instruction, Multiple Data) and MIMD (Multiple Instruction, Multiple Data) architectures. This approach enables efficient processing of large datasets by applying the same operation to multiple elements concurrently.

Architecture 296

Architecture Processing Efficiency Design 296

DZone

JANUARY 2, 2024

Sharding, a database architecture pattern, involves partitioning a database into smaller, faster, more manageable parts called shards. Sharding is particularly useful for managing large-scale databases, offering significant improvements in performance, maintainability, and scalability.

Architecture 270

Architecture Database Scalability Servers 270

DZone

FEBRUARY 7, 2024

Cloud-native architectures have brought immense complexity along with increased business agility. But with this complexity comes fragility and lack of transparency into system performance and reliability.

Architecture 306

Architecture Cloud Engineering Technology 306

DZone

NOVEMBER 2, 2023

When a user logs on to this desktop/laptop or mobile, opens a browser, and types the name of a website, the browser displays the required information, and the user performs an action on the site. It’s an underlying web application architecture that makes this process possible.

Architecture 272

Architecture Mobile Website Servers 272

DZone

JULY 23, 2024

In my previous article, Managing Architectural Tech Debt , I talked about understanding and managing architectural technical debt. Architectural technical debt is the often ignored, but ironically one of the most damaging , categories of technical debt.

Architecture 262

Architecture Performance 262

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

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.

Architecture 259

Architecture Testing Strategy Scalability 259

DZone

OCTOBER 30, 2024

Even those not particularly interested in computer technology have heard of microprocessor architectures. Hardware and software are evolving in parallel, and combining the best of modern software development with the latest Arm hardware can yield impressive performance, cost, and efficiency results.

Java 274

Java Hardware Architecture Efficiency 274

DZone

JANUARY 8, 2025

Over the last 15+ years, Ive worked on designing APIs that are not only functional but also resilient able to adapt to unexpected failures and maintain performance under pressure. Here's a closer look at the major milestones in API architecture. However, it often introduces new challenges in the process.

Best Practices 239

Best Practices Design Scalability Architecture 239

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 263

Architecture DevOps Monitoring Programming 263

DZone

FEBRUARY 28, 2024

Mainframe architecture refers to the design and structure of a mainframe computer system, which is a powerful and reliable computing platform used for large-scale data processing, transaction processing, and enterprise applications.

Architecture 263

Architecture Design Processing Systems 263

Dynatrace

APRIL 10, 2025

While this hybrid architectural approach offers flexibility, it also introduces the need for unified observability. To maintain system health and resolve issues quickly, teams must have reliable monitoring and performance insights across both Linux and Windows nodes within a single Kubernetes cluster.

Performance 147

Performance Java Operating System Infrastructure 147

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

Dynatrace

JULY 7, 2022

Many organizations are taking a microservices approach to IT architecture. It’s easy to see why, with benefits such as better testing, easier deployment, faster performance, and more. However, in some cases, an organization may be better suited to another architecture approach. What is the monolithic architecture approach?

Architecture 246

Architecture Serverless Azure Programming 246

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. Unique data warping technology allows for index-free, schema-on-read, high-performance queries, reducing storage costs further while giving teams the ability to query all data at any time.

Strategy 262

Strategy Storage Network Architecture 262

DZone

AUGUST 13, 2024

Changing to ClickHouse made our query performance faster and greatly cut our costs. To avoid extensive maintenance, we adopted JuiceFS, a distributed file system with high performance. We innovatively use its snapshot feature to implement a primary-replica architecture for ClickHouse.

Artificial Intelligence 243

Artificial Intelligence Architecture AWS Storage 243

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 8, 2024

To fully leverage its capabilities and improve efficient data processing, it's crucial to optimize query performance. 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

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 87

Software Architecture Architecture Software Software 87

DZone

NOVEMBER 20, 2023

This is an article from DZone's 2023 Observability and Application Performance Trend Report. For more: Read the Report Employing cloud services can incur a great deal of risk if not planned and designed correctly. 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

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 100

Healthcare Architecture Cloud Systems 100

DZone

OCTOBER 6, 2023

Cloud-native application development in AWS often requires complex, layered architecture with synchronous and asynchronous interactions between multiple components, e.g., API Gateway, Microservices, Serverless Functions, and system of record integration.

AWS 273

AWS Cloud Lambda Serverless 273

Dynatrace

FEBRUARY 4, 2025

Live Debugger enables developers to access real-time insights from runtime environments without requiring issue reproduction or redeployments, extract debugging information without performance impact, and leverage contextual insights for rapid problem resolution.

Development 235

Development Analytics Code Architecture 235

DZone

AUGUST 12, 2024

Istio is the most popular service mesh, but the DevOps and SREs community constantly complain about its performance. Istio Ambient is a sidecar-less approach by the Istio committee (majorly driven by SOLO.io) to improve performance. Architecturally, the Istio Ambient mesh is a great design that improves performance.

Benchmarking 247

Benchmarking Performance Testing Performance DevOps 247

DZone

OCTOBER 23, 2023

Reference data sources don’t always require ACID transaction capabilities, rather need support for fast read queries often based on simple data access patterns, and event-driven architecture to ensure the target systems remain up-to-date.

AWS 275

AWS Performance Database Architecture 275

DZone

OCTOBER 8, 2024

Nowadays, many performance testers with many years of experience in IT have a lot of confusion and are still confused about the technologies they worked with and were used in their projects for years. and must have extensive experience in specialized skills. and must have extensive experience in specialized skills.

Engineering 277

Engineering Blockchain Healthcare IoT 277

Dynatrace

OCTOBER 3, 2024

Dynatrace OTel Collector Understand your applications with ease Due to a lack of contextual insights and actionable intelligence, application teams often find themselves overwhelmed by data, unable to quickly identify the root causes of performance issues. There is no need to think about schema and indexes, re-hydration, or hot/cold storage.

Performance 290

Performance Architecture Innovation Latency 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

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. What Is Load Balancing?

Azure 287

Azure Scalability Traffic Performance 287

Dynatrace

FEBRUARY 10, 2023

These are just some of the topics being showcased at Perform 2023 in Las Vegas. Perform 2023 news At Perform 2023 in Las Vegas, the headliner theme is IT automation. What’s more, organizations are no longer concerned only about application performance and sales numbers. We’ll post news here as it happens!

Efficiency 306

Efficiency Performance Analytics DevOps 306

DZone

FEBRUARY 6, 2025

System resilience stands as the key requirement for e-commerce platforms during scaling operations to keep services operational and deliver performance excellence to users. We have developed a microservices architecture platform that encounters sporadic system failures when faced with heavy traffic events.

Engineering 173

Engineering Traffic Architecture Network 173

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

Dynatrace

MAY 19, 2023

For cloud operations teams, network performance monitoring is central in ensuring application and infrastructure performance. Network traffic growth is the main reason for increasing spending, largely because of the adoption of hybrid and multi-cloud architectures.

Network 246

Network Monitoring Performance Traffic 246

DZone

FEBRUARY 26, 2025

However, the process for effectively scaling Elasticsearch can be nuanced, since one needs a proper understanding of the architecture behind it and of performance tradeoffs. This extra network overhead will easily result in increased latency compared to a single-node architecture where data access is straightforward.

Scalability 147

Scalability Open Source Latency Architecture 147

DZone

OCTOBER 7, 2024

Microservices are revolutionizing modern enterprise architectures. This trend underscores the importance of SLOs in aligning technical performance with business goals. They allow businesses to scale quickly and innovate without the constraints of monolithic systems. However, this transformation isn't without its challenges.

Performance 226

Performance Innovation Architecture Systems 226

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 approach achieves performance comparable to previous models, despite the initial foundation model requiring significant resources.

Tuning 200

Tuning Efficiency Latency Strategy 200

Dynatrace

JANUARY 23, 2024

With our annual user conference, Dynatrace Perform 2024 rapidly approaching on January 29 through February 1, 2024, our teams, partners, and customers are buzzing with excitement and anticipation. Read on to learn what you can look forward to hearing about from each of our cloud partners at Perform. What will the new architecture be?

Cloud 264

Cloud Artificial Intelligence Performance AWS 264