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Welcome back to our series on API design principles for optimal performance and scalability. In our previous blog post, we explored the importance of designing high-performance APIs and the key factors that influence API performance. In this article, we will build upon the concepts discussed in the previous blog post.
In this article, Rogerio Robetti discusses the challenges in auto-scaling stateful storage systems and proposes an opinionated design solution to automatically scale up (vertical) and scale out (horizontal) from a single node up to several nodes in a cluster with minimum configuration and interference of the operator.
The system design of the Presence Platform depends on the design of the Real-Time Platform. I highly recommend reading the related article to improve your system design skills. The original article was published on systemdesign.one website. What Is the Real-Time Presence Platform?
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. In this article, Ill share practical strategies for designing APIs that scale, handle errors effectively, and remain secure over time.
This article describes the design and the implementation in Alluxio to keep metadata synchronized. Metadata synchronization (sync) is a core feature in Alluxio that keeps files and directories consistent with their source of truth in under-storage systems, thus making it simple for users to reason the data retrieved from Alluxio.
This article will explore the concept of multi-layered caching from both architectural and development perspectives, focusing on real-world applications like Instagram, and provide insights into designing and implementing an efficient multi-layered cache system.
The previous article described the caching algorithms used by Caffeine , in particular the eviction and concurrency models. This is a guest post by Benjamin Manes , who did engineery things for Google and is now doing engineery things as CTO of Vector.
Web Design Done Well: Excellent Editorial. Web Design Done Well: Excellent Editorial. A lot of web design talk concerns itself with what goes on around content. Page speed, design systems, search engine optimization, frameworks, accessibility — the list goes on and on. Frederick O’Brien. 2021-09-10T10:00:00+00:00.
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. This article will serve as a guide in building high-performance ETL pipelines that are both efficient and scalable.
Frustrating Design Patterns: Broken Filters. Frustrating Design Patterns: Broken Filters. Part Of: Design Patterns. Designing For The Comfortable Range. A well-designed filter in a well-designed trip planner UI. Vitaly Friedman. 2021-07-14T13:30:00+00:00. 2021-07-14T14:23:10+00:00. Filters are everywhere.
This article describes how we can protect REST APIs using Role-based access control (RBAC) in the Quarkus Java framework. Quarkus is an open-source, full-stack Java framework designed for building cloud-native, containerized applications. Additionally, the article will cover building a custom solution to secure REST endpoints.
Composition-Based Design System In Figma. Composition-Based Design System In Figma. Working as a designer on a design system for a large product has taught me how precious the time you spend on a single task/component is. Things advance fast, and I try to keep up making it work for both designers and developers.
Designing Better Links For Websites And Emails: A Guideline. Designing Better Links For Websites And Emails: A Guideline. In this article, I’ll explain popular wording and formatting mistakes and will show more accessible and informative alternatives. What is hidden behind it: a page or file, an article or web form?
This article delves into the nuances of transitioning from Docker Swarm to Kubernetes, focusing on best practices, strategic considerations, and the scaling advantages Kubernetes offers. Kubernetes , on the other hand, is an open-source platform designed to automate the deployment, scaling, and operation of application containers.
Performance is an integral part of the Application design and plays a vital role in the success of your product/application. I would like to write a series of performance optimization techniques that help to design the best performant enterprise applications. I would like to write a series of articles on performance.
Frustrating Design Patterns: Disabled Buttons. Frustrating Design Patterns: Disabled Buttons. After all, as designers and developers, we want to make it more difficult for our users to make mistakes. Part Of: Design Patterns. Vitaly Friedman. 2021-08-05T13:30:00+00:00. 2021-08-05T17:04:11+00:00. Part 1: Perfect Accordion.
Ten Tips For The Aspiring Designer Beginners (Part 1). Ten Tips For The Aspiring Designer Beginners (Part 1). In this article, I want to share ten tips that helped me grow and become a better designer, and I hope these tips will also help you while you’re trying to find more solid ground under your feet. Luis Ouriach.
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 this article, we'll look at why resilience and fault tolerance matter for business. Finally, we'll talk about the future of resilient system design. Resilient systems can withstand failures or errors without completely crashing. Fault tolerance is a key part of resilience.
Successfully coordinating messages among these services is a fundamental aspect of their design. The first, Service Orchestration , was discussed in my previous article. In this article, we will dig into the second methodology: Choreography. There are two popular methodologies available to tackle this challenge.
Virtual threads are a lightweight and efficient alternative to traditional platform threads, designed to simplify concurrent programming and enhance the performance of Java applications. They are designed to address the challenges of writing, maintaining, and optimizing high-throughput concurrent applications.
In my previous article on Pydantic, I introduced you to Logfire in one of the code examples as an observability platform designed to provide developers with insights into Python applications.
In this article, we'll explore best practices for selecting data types that align with PostgreSQL's recommendations. Whether you're designing tables for a new project or optimizing an existing database, these insights will help you make informed decisions.
Building reliable stateful services at scale isn’t a matter of building reliability into the servers, the clients, or the APIs in isolation. By combining smart and meaningful choices for each of these three components, we can build massively scalable, SLO-compliant stateful services at Netflix. By Joseph Lynch
Designing Human-Machine Interfaces For Vehicles Of The Future. Designing Human-Machine Interfaces For Vehicles Of The Future. No matter what HMI we design, we need to allow users to take advantage of all that a system has to offer. Car HMI design is a relatively new field with its specifics that you need to be aware of.
This article is more focused on overall system design and architecture than any other written by me till today — so consider yourself warned. In the article, I will try to answer a question: Can we scale systems indefinitely?
This article takes a plunge into the comparative analysis of these two cult technologies, highlights the critical performance metrics concerning scalability considerations, and, through real-world use cases, gives you the clarity to confidently make an informed decision. However, the question arises of choosing the best one.
This is an article from DZone's 2021 Application Performance Management Trend Report. As a result, many applications are designed in such a way to avoid failures and recover automatically. In this article, we will familiarize readers with self-healing and review some common features when applications experience failures.
Enter IoT device management — the suite of tools and practices designed to monitor, maintain, and update these interconnected devices. In this article, we'll delve into the importance, methodologies, and challenges associated with IoT device management. As these devices multiply, so does the complexity of managing them.
This article provides an overview of Azure's load balancing options, encompassing Azure Load Balancer, Azure Application Gateway, Azure Front Door Service, and Azure Traffic Manager. Each of these services addresses specific use cases, offering diverse functionalities to meet the demands of modern applications. What Is Load Balancing?
A horizontally scalable exabyte-scale blob storage system which operates out of multiple regions, Magic Pocket is used to store all of Dropbox’s data. Adopting SMR technology and erasure codes, the system has extremely high durability guarantees but is cheaper than operating in the cloud. By Facundo Agriel
This article delves into the design and implementation of scalable software solutions in display manufacturing automation, exploring how these advancements are driving the industry forward.
In this article, we will explore one of the most common and useful resilience patterns in distributed systems: the circuit breaker. The circuit breaker is a design pattern that prevents cascading failures and improves the overall availability and performance of a system. What Is a Circuit Breaker?
Check out the following related resources to learn more: Dynatrace announces support of Google Cloud’s AlloyDB for PostgreSQL metrics ingest – Blog Dynatrace has achieved Google Cloud Ready – AlloyDB designation in support of an extended integration to Google Cloud’s AlloyDB for PostgreSQL.
In this article, I reported my experience working on large applications and how monitoring came into my journey when I started producing software designed to solve business-critical problems.
This article explores the essential best practices for API management, providing insights into design principles, security measures, performance optimization, lifecycle management, documentation strategies, etc. Effective API management is critical to ensuring that these interfaces are secure, scalable, and maintainable.
This article will focus on the specific recommendations for implementing various distributed system patterns regarding Spring Boot, backed by sample code and professional advice. Spring Boot's default codes and annotation setup lessen the time it takes to design an application.
Though immense attention should be given to the design and development of new product features, a continuous watch should be kept on the overall user experience. In this article, I outline ways to test the accessibility status of your website using the world’s foremost screen reader, JAWS (Job Access With Speech).
MRTF is a collaborative, anticipatory, and holistic approach that brings together developers, quality assurance professionals, operations teams, and user experience designers. What Is MRTF?
How To Design For High-Traffic Events And Prevent Your Website From Crashing How To Design For High-Traffic Events And Prevent Your Website From Crashing Saad Khan 2025-01-07T14:00:00+00:00 2025-01-07T22:04:48+00:00 This article is sponsored by Cloudways Product launches and sales typically attract large volumes of traffic.
In this article, we will delve into the features, benefits, and use cases of Azure B Series VMs, shedding light on why they are gaining popularity in the cloud computing landscape. These VMs are designed to handle workloads that have varying resource requirements and can adapt to changing demands dynamically.
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.
Note that most of the changes we’ve introduced so far and those that are detailed below are all designed to be invisible to you, taking place entirely automatically in the background. In this article we’ll share highlights about two increments that are likely to fall into the “barely noticeable” category.
This article proposes a technique using Docker, an open-source platform designed to automate application deployment, scaling, and management, as a solution to these challenges. The proposed methodology encapsulates the ML models and their environment into a standardized Docker container unit.
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