DZone

MARCH 7, 2024

In short, the concerned app failed to meet the growing demand of users due to its poor performance, scalability, and resilience, resulting in a huge loss to the business. Now, if you don’t want to experience the same by hook or by crook, you must rely on scalable digital products.

Scalability 255

Scalability Performance Development 255

DZone

JANUARY 26, 2024

However, maintaining scalability and fault tolerance in this system is a difficult but necessary task. Building a strong messaging system is critical in the world of distributed systems for seamless communication between multiple components.

Scalability 258

Scalability Design Systems Architecture 258

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 219

Scalability Software Software Software Architecture 219

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.

Azure 272

Azure Scalability Traffic Performance 272

DZone

JUNE 22, 2023

The goal is to help developers, technical managers, and business owners understand the importance of API performance optimization and how they can improve the speed, scalability, and reliability of their APIs. API performance optimization is the process of improving the speed, scalability, and reliability of APIs.

Scalability 234

Scalability Design Best Practices Performance 234

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 231

Best Practices Scalability Efficiency Systems 231

Dynatrace

MAY 17, 2022

The post Flexible, scalable, self-service Kubernetes native observability now in General Availability appeared first on Dynatrace blog. The Dynatrace Operator also supports Cloud Native Full Stack injection, while the older operator does not. Migration instructions are available in Dynatrace Documentation.

Availability 315

Availability Scalability Cloud Metrics 315

DZone

AUGUST 16, 2023

Reduced server load: By serving cached content, the load on the server is reduced, allowing it to handle more requests and improving overall scalability. Benefits of Caching Improved performance: Caching eliminates the need to retrieve data from the original source every time, resulting in faster response times and reduced latency.

Cache 239

Cache Scalability Performance Latency 239

DZone

DECEMBER 26, 2024

Migrating from Amazon RDS to DynamoDB can be a significant challenge, especially when transitioning from a relational database like RDS (PostgreSQL, MySQL, etc.) to DynamoDB, a NoSQL, key-value store. One of the most effective strategies for migrating data incrementally is the Dual Write approach.

Strategy 269

Strategy Scalability Best Practices Database 269

DZone

MARCH 22, 2024

As a developer, engineer, or architect, finding the right storage solution that seamlessly integrates with your infrastructure while providing the necessary scalability, security, and performance can be a daunting task. Scalability and Flexibility One of the key strengths of StoneFly's offerings is its exceptional scalability.

Storage 189

Storage Scalability Development Network 189

DZone

JUNE 13, 2023

Scalability has become the biggest buzzword in the world of Modern Applications for a good reason. It is not uncommon to question why scalability has grabbed the attention of the masses these days. In short, it is the ability to handle more data, more users, and more demand without sacrificing performance, reliability, or security.

Scalability 210

Scalability IoT Big Data Internet 210

High Scalability

DECEMBER 2, 2022

Never fear, HighScalability is here! 1958: An engineer wiring an early IBM computer 2021: An engineer wiring an early IBM quantum computer. enclanglement. My Stuff: I'm proud to announce a completely updated and expanded version of Explain the Cloud Like I'm 10 !

Internet 311

Internet Internet Scalability Azure 311

DZone

AUGUST 9, 2023

Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods. Traditional approaches often need help operationalizing ML models due to factors like discrepancies between training and serving environments or the difficulties in scaling up.

Scalability 239

Scalability Best Practices Open Source Virtualization 239

Dynatrace

MAY 24, 2023

Some organizations need to weigh cost considerations due to technology and business scalability limitations whereas others need to adhere to company policies. These numbers serve as limits for scalability, utilizing the power of the Kubernetes platform. For large enterprises, this is not even a consideration.

Scalability 206

Scalability Virtualization Monitoring Open Source 206

DZone

OCTOBER 2, 2024

In this article, we’ll dive deep into the concept of database sharding, a critical technique for scaling databases to handle large volumes of data and high levels of traffic. Here’s what you can expect to learn: What is Sharding?: We’ll start by defining what sharding is and why it’s essential for modern, high-performance databases.

Database 278

Database Systems Scalability Traffic 278

Dynatrace

NOVEMBER 3, 2023

that offers security, scalability, and simplicity of use. Python code also carries limited scalability and the burden of governing its security in production environments and lifecycle management. Scalability and failover Extensions 2.0 and focusing on a much-improved version 2.0 Extensions 2.0 Extensions 2.0 Extensions 2.0

Technology 245

Technology Technology Scalability Availability 245

DZone

JULY 25, 2023

This is an article from DZone's 2023 Development at Scale Trend Report. For more: Read the Report Back in 1986, I relocated to Boulder, CO, to work for my uncle's start-up company. When we arrived at the office that first day, he helped me to a nearby desk supporting a Compaq Portable computer.

Scalability 237

Scalability Cloud Systems Development 237

DZone

SEPTEMBER 16, 2024

As applications grow in complexity and user base, the demands on their underlying databases increase significantly. Efficient database scaling becomes crucial to maintain performance, ensure reliability, and manage large volumes of data.

Strategy 253

Strategy Database Scalability Performance 253

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.

Best Practices 204

Best Practices Design Scalability Architecture 204

DZone

SEPTEMBER 10, 2024

is not ideal in terms of scalability. Figure 1: Scalability problems in MySQL 5.7.39 Current State of MySQL 5.7 The following figure illustrates the relationship between TPC-C throughput and concurrency in MySQL 5.7.39 under a specific configuration. during BenchmarkSQL testing

C++ 147

C++ Scalability Testing 147

DZone

JANUARY 10, 2025

After years of working in the intricate world of software engineering, I learned that the most beautiful solutions are often those unseen: backends that hum along, scaling with grace and requiring very little attention.

Architecture 130

Architecture Scalability Software Engineering Cloud 130

DZone

OCTOBER 9, 2024

The Scheduler service enables this and is designed to address the performance and scalability improvements on Actor reminders and the Workflow API. However, the binding approach lacked in the areas of durability and scalability, and more importantly, could not be combined with other Dapr APIs. Prior to v1.14

Scalability 295

Scalability Design Database Processing 295

DZone

JANUARY 2, 2025

However, such an approach can introduce security vulnerabilities, scalability challenges, and operational risks, particularly when it comes to handling increasing complexity and ensuring high availability. This method helps maintain control and consistency across development environments.

Scalability 130

Scalability DevOps Code Availability 130

DZone

DECEMBER 25, 2024

It belongs to the Spring WebFlux framework and provides advanced, scalable handling of HTTP requests more efficiently than the RestTemplate. Spring WebClient is a reactive, non-blocking HTTP (HyperText Transfer Protocol) client designed for making requests to external services.

Performance 242

Performance Programming Scalability Efficiency 242

DZone

JUNE 15, 2023

The scalability, agility, and continuous delivery offered by microservices architecture make it a popular option for businesses today. Various factors, such as network communication, inter-service dependencies, external dependencies, and scalability issues, can contribute to outages.

Engineering 301

Engineering Architecture Scalability Google 301

DZone

AUGUST 14, 2024

This article will serve as a guide in building high-performance ETL pipelines that are both efficient and scalable. When building ETL data pipelines using Azure Data Factory (ADF) to process huge amounts of data from different sources, you may often run into performance and design-related challenges.

Azure 305

Azure Cloud Scalability Efficiency 305

DZone

APRIL 13, 2022

Kubernetes is a highly scalable open-source platform for orchestrating containerized workloads in server environments. Why Is Kubernetes Performance Tuning Needed? As Kubernetes becomes a basic infrastructure for many organizations, performance tuning for Kubernetes clusters is becoming more important.

Tuning 325

Tuning Performance Open Source Scalability 325

DZone

JUNE 19, 2024

Retrieval strategies play a crucial role in improving performance and scalability, especially when response times are critical. Managing large datasets efficiently is essential in software development. Pagination is a core technique used to manage data effectively. It is essential for optimizing performance and resource management.

Efficiency 310

Efficiency Strategy Scalability Technology 310

DZone

SEPTEMBER 21, 2020

Optimizing string comparisons in Go can improve your application’s response time and help scalability. Want your Go programs to run faster? Comparing two strings to see if they’re equal takes processing power, but not all comparisons are the same. In a previous article, we looked at How to compare strings in Go and did some benchmarking.

Benchmarking 332

Benchmarking Programming Scalability Processing 332

DZone

MAY 3, 2023

Kubernetes provides a highly scalable and flexible platform for managing containerized applications. Kubernetes , an open-source container orchestration platform, and Prometheus, a popular monitoring and alerting toolkit, are two tools that can be used to implement such a self-healing infrastructure.

Infrastructure 340

Infrastructure Open Source Scalability Monitoring 340

DZone

JANUARY 22, 2024

In the ever-evolving landscape of container orchestration, Kubernetes has emerged as a frontrunner, offering unparalleled flexibility and scalability. However, with great power comes great responsibility — the responsibility to monitor and understand your Kubernetes clusters effectively.

Monitoring 304

Monitoring Open Source Scalability Systems 304

DZone

FEBRUARY 4, 2024

Some spikes, like a busy shopping day, are things you can broadly schedule, but, if done right, would require painstakingly understanding the behavior of hundreds of microservices and their interdependence that has to be re-evaluated with each new release — not a very scalable approach, let alone the monotony and resulting stress to the SRE.

Scalability 268

Scalability Engineering Performance 268

Dynatrace

MARCH 29, 2024

As organizations continue to expand within cloud-native environments using Google Cloud, ensuring scalability becomes a top priority. Visit Dynatrace booth #1141 during the event to explore how its real-time insights and optimization capabilities ensure seamless scalability and performance.

Google 260

Google Innovation Cloud Analytics 260

DZone

AUGUST 30, 2024

Snowflake is a powerful cloud-based data warehousing platform renowned for its scalability , flexibility, and ease of use. As an administrator , managing Snowflake involves overseeing various tasks to ensure:

Scalability 274

Scalability Cloud 274

DZone

MARCH 23, 2023

This shift not only improved the scalability and flexibility of our systems, but it has also given rise to new ways of software development and deployment approaches. The most important aspect of this shift has been the move from traditional API architectures driven by monolithic applications to containerized microservices.

Scalability 316

Scalability Architecture Software Software 316

DZone

DECEMBER 4, 2023

As organizations seek more robust, scalable, and reliable solutions for deploying and managing containerized applications , Kubernetes emerges as the clear frontrunner. In the ever-evolving landscape of container orchestration, the shift from Docker Swarm to Kubernetes has become a significant trend.

Best Practices 326

Best Practices Open Source Scalability Design 326

DZone

SEPTEMBER 23, 2024

While solutions like Nexus, JFrog Artifactory, and other package managers have served well, they are increasingly showing limitations in scalability, security, flexibility, and vendor lock-in. As software pipelines evolve, so do the demands on binary and artifact storage systems.

Storage 286

Storage Innovation Scalability Infrastructure 286