DZone

MARCH 27, 2023

For more: Read the Report Our approach to scalability has gone through a tectonic shift over the past decade. This shift introduced some complexities with the benefit of greater scalability. Technologies that were staples in every enterprise back end (e.g.,

Scalability 304

Scalability Serverless Technology Technology 304

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. With the growing number of annotations and its usage across the studio applications, prioritizing scalability becomes essential.

Scalability 291

Scalability Latency Media Architecture 291

DZone

JULY 2, 2024

Speed and scalability are significant issues today, at least in the application landscape. We investigate deeper in a clustered environment and try identifying the scalability characteristics of both Redis and Memcached, including the implementation and management complexities of either.

Scalability 264

Scalability Performance Benchmarking Games 264

DZone

JANUARY 31, 2024

That’s why it is important to have a scalable infrastructure that will allow you to accommodate those needs — especially nowadays, when integrating with payment services has become more accessible than ever.

Scalability 294

Scalability Architecture Strategy Infrastructure 294

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 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 287

Azure Scalability Traffic Performance 287

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 245

Scalability Design Best Practices Performance 245

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 263

Scalability Performance Development 263

DZone

JANUARY 15, 2025

There are many ways to deploy your microservices, each offering different levels of control, simplicity, and scalability. One approach is using Elastic Beanstalk , a fully managed service that simplifies deployment, scaling, and management.

Scalability 277

Scalability Infrastructure 277

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 264

Scalability Design Systems Architecture 264

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 246

Performance Programming Scalability Efficiency 246

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 348

Availability Scalability Cloud Metrics 348

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 253

Scalability IoT Big Data Internet 253

Dynatrace

OCTOBER 15, 2024

It also breaks down silos across the technology stack, allowing for rapid, scalable analysis and automation to prevent issues before they impact users. This unified approach enables teams to identify, investigate, and resolve security vulnerabilities in cloud-native applications.

Cloud 317

Cloud Analytics Innovation Scalability 317

Dynatrace

MARCH 18, 2024

But rigorous requirements for security, production readiness, scalability, and reliability can make adopting OpenTelemetry challenging for teams to maintain at enterprise scale. The post Dynatrace OTel Collector distribution amplifies OpenTelemetry integration for scalable, production-ready observability appeared first on Dynatrace news.

Scalability 299

Scalability Open Source Analytics Innovation 299

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

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 246

Scalability Virtualization Monitoring Open Source 246

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 246

Cache Scalability Performance Latency 246

Dynatrace

NOVEMBER 18, 2024

Check out the following webinar to learn how we’re helping organizations by delivering cloud native observability, unlocking greater scalability, speed, and efficiency for their Azure environments.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

DZone

NOVEMBER 1, 2024

Horizontally scalable data stores like Elasticsearch , Cassandra , and CockroachDB distribute their data across multiple nodes using techniques like consistent hashing. As nodes are added or removed, the data is reshuffled to ensure that the load is spread evenly across the new set of nodes.

Monitoring 263

Monitoring Scalability Database Cloud 263

Dynatrace

DECEMBER 9, 2024

Non-compliance and misconfigurations thrive in scalable clusters without continuous reporting. Compliance auditing is a challenge. Kubernetes’s ephemeral nature and limited logging make compliance auditing a nightmare. There is a high likelihood of uncontrolled attack surfaces.

Best Practices 290

Best Practices Benchmarking DevOps Efficiency 290

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 246

Scalability Best Practices Open Source Virtualization 246

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

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 279

Database Systems Scalability Traffic 279

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 264

Technology Technology Scalability Availability 264

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 245

Scalability Cloud Systems Development 245

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

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 263

Strategy Database Scalability Performance 263

Dynatrace

DECEMBER 3, 2024

This integration showcases the strength of our partnership with AWS, helping joint customers achieve cloud governance, enhance scalability, and optimize their digital applications for maximum efficiency and resilience.

AWS 298

AWS Cloud Performance Innovation 298

DZone

JANUARY 16, 2025

OpenSearch simplifies this by providing an open-source, scalable solution for logging, metrics, and visualization. Observability has become a key component in software development as it enables the best customer experience by ensuring system health and performance and detecting systemic issues proactively.

Open Source 173

Open Source Scalability Metrics Systems 173

DZone

MARCH 19, 2025

This approach makes systems reactive, scalable, and resilient to failures. Event-driven architecture (EDA) gives your system the ability to receive and respond to changes in real time, making it easier to scale. Decoupling components is the core theme of EDA, which makes it flexible, allowing it to scale asynchronously based on events.

Architecture 162

Architecture Design Scalability Monitoring 162

Dynatrace

OCTOBER 29, 2024

Using Dynatrace, BPX automated outage handling and achieved greater operational efficiency, saving more than 300 developer hours and reducing user-reported incidents by 90%, which resulted in time savings, error reduction, and increased scalability to adjust workloads in response to system demands.

Innovation 288

Innovation Strategy Cloud AWS 288

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

Scalegrid

FEBRUARY 6, 2025

This decoupling simplifies system architecture and supports scalability in distributed environments. Kafka stores and distributes data through a partitioned log system, which spans multiple brokers to provide fault tolerance and scalability. What is RabbitMQ? This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147

Latency Analytics Architecture Storage 147

The Netflix TechBlog

DECEMBER 17, 2024

The complexity of these operational demands underscored the urgent need for a scalable solution. Scalability and Cost Efficiency: While initial implementation required some investment, this approach ultimately offers a scalable and cost-effective solution to managing title launches at Netflixscale.

Traffic 172

Traffic Scalability Strategy Monitoring 172

DZone

FEBRUARY 19, 2025

These platforms provide developers with powerful tools to monitor, debug, and optimize AI agents, ensuring their reliability, efficiency, and scalability. With the advent of numerous frameworks for building these AI agents, observability and DevTool platforms for AI agents have become essential in artificial intelligence.

Artificial Intelligence 162

Artificial Intelligence Scalability Efficiency Monitoring 162