Backpressure in Distributed Systems
DZone
SEPTEMBER 26, 2024
Learn more about backpressure, a technique in distributed systems to prevent overload and cascading failures by controlling the flow of requests.
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DZone
SEPTEMBER 26, 2024
Learn more about backpressure, a technique in distributed systems to prevent overload and cascading failures by controlling the flow of requests.
DZone
OCTOBER 11, 2024
This three-part article series will take you through the process of developing a network anomaly detection system using the Spring Boot framework in a robust manner. The series is organized as follows: Part 1: We’ll concentrate on the foundation and basic structure of our detection system, which has to be created.
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DZone
AUGUST 27, 2024
This was manifested in systems designs as well where we pushed these biases when designing systems. “Insanity is doing the same thing over and over again, but expecting different results” - Source unknown As you can see in the quote above, humans have this tendency to retry things even when results are not going to change.
DZone
FEBRUARY 26, 2024
Embedded systems have become an integral part of our daily lives, from smartphones and home appliances to medical devices and industrial machinery. These systems are designed to perform specific tasks efficiently, often in real-time, without the complexities of a general-purpose computer.
DZone
JULY 1, 2024
Netflix's system architecture emphasizes how important it is to determine how content is shaped in the future. Ever wondered how Netflix keeps you glued to your screen with uninterrupted streaming bliss? Netflix Architecture is responsible for the smooth streaming experience that attracts viewers worldwide behind the scenes.
DZone
OCTOBER 2, 2024
By the end of this guide, you’ll have a comprehensive understanding of database sharding, enabling you to implement it effectively in your systems. This section will provide insights into the architecture and strategies to ensure efficient query processing in a sharded environment.
DZone
JUNE 20, 2024
In the vast realm of software development, there's a pursuit for software systems that are not only robust and efficient but can also "heal" themselves. Self-healing software systems represent a significant stride towards automation and resilience. 4 Key Strategies for Building Self-Healing Software Systems 1.
DZone
DECEMBER 19, 2023
Distributed systems are composed of multiple systems that are wired together to provide a specific functionality. Systems that operate at a cloud scale can get expected or unexpected surges of traffic from one or multiple callers and are expected to perform in a predictable manner.
DZone
NOVEMBER 29, 2023
This is particularly relevant in the domain of reimbursement calculation systems. The Monolithic Challenge Imagine a scenario where you have a large-scale, monolithic system - possibly a bulky C# console application or an extensive SQL Server stored procedure.
DZone
DECEMBER 14, 2023
That means it's important that software systems are dependable, robust, and resilient. Resilient systems can withstand failures or errors without completely crashing. It lets systems keep working properly even when problems occur. We'll also discuss core principles and strategies for building fault-tolerant systems.
Dynatrace
AUGUST 21, 2024
These releases often assumed ideal conditions such as zero latency, infinite bandwidth, and no network loss, as highlighted in Peter Deutsch’s eight fallacies of distributed systems. With Dynatrace, teams can seamlessly monitor the entire system, including network switches, database storage, and third-party dependencies.
The Netflix TechBlog
MARCH 7, 2024
The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.
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 Overview One of the most popular Java EE frameworks for creating apps is Spring.
The Netflix TechBlog
FEBRUARY 18, 2022
To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. In this blog post, we will give an overview of the Rapid Event Notification System at Netflix and share some of the learnings we gained along the way.
DZone
DECEMBER 18, 2023
Energy efficiency has become a paramount concern in the design and operation of distributed systems due to the increasing demand for sustainable and environmentally friendly computing solutions.
DZone
JANUARY 19, 2024
A transformative journey into the realm of system design with our tutorial, tailored for software engineers aspiring to architect solutions that seamlessly scale to serve millions of users.
DZone
JANUARY 26, 2024
Building a strong messaging system is critical in the world of distributed systems for seamless communication between multiple components. A messaging system serves as a backbone, allowing information transmission between different services or modules in a distributed architecture.
DZone
NOVEMBER 18, 2022
In the past few years, the complexity of systems architectures drastically increased, especially in distributed, microservices-based architectures. In this article, I will describe what observability and monitoring systems, the patterns of a good observability platform, and the observability subsystem may look like.
DZone
JUNE 21, 2023
In the ever-evolving world of DevOps , the ability to gain deep insights into system behavior, diagnose issues, and improve overall performance is one of the top priorities. Monitoring and observability are two key concepts that facilitate this process, offering valuable visibility into the health and performance of systems.
DZone
MAY 17, 2024
The complexity of distributed systems is an important challenge for engineers and developers. Complexity tends to increase as the system evolves, and therefore it is important to be proactive. A distributed system is very reliable; failure of one component does not disrupt the entire network.
DZone
MAY 12, 2023
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?
DZone
OCTOBER 2, 2023
In the realm of operating systems, the Real-Time Operating System (RTOS) stands out as a specialized player, tailored for applications where timeliness and determinism are paramount. An RTOS is an operating system designed with a specific purpose in mind: to manage hardware resources and execute tasks within a stringent time frame.
Scalegrid
FEBRUARY 8, 2024
A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology.
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.
Dynatrace
OCTOBER 10, 2023
EdgeConnect provides a secure bridge for SaaS-heavy companies like Dynatrace, which hosts numerous systems and data behind VPNs. In this hybrid world, IT and business processes often span across a blend of on-premises and SaaS systems, making standardization and automation necessary for efficiency.
DZone
MAY 1, 2023
CPU isolation and efficient system management are critical for any application which requires low-latency and high-performance computing. These measures are especially important for high-frequency trading systems, where split-second decisions on buying and selling stocks must be made.
DZone
NOVEMBER 7, 2023
In the rapidly evolving digital landscape, the role of data has shifted from being merely a byproduct of business to becoming its lifeblood. With businesses constantly in the race to stay ahead, the process of integrating this data becomes crucial. However, it's no longer enough to assimilate data in isolated, batch-oriented processes.
DZone
OCTOBER 26, 2023
My first encounter with this monitoring system was in 2014 when I joined a project where Zabbix was already in use for monitoring network devices (routers, switches). Over the course of five years, while working on the project, we went through several system upgrades until we finally transitioned to Zabbix 4.0
DZone
SEPTEMBER 28, 2023
In today's digital landscape, it's not just about building functional systems; it's about creating systems that scale smoothly and efficiently under demanding loads. A seemingly minute inefficiency, when multiplied a million times over, can cause systems to grind to a halt.
DZone
JANUARY 16, 2024
Operating systems (OS) are the foundation of computers, allowing people to communicate with devices and administer software. From the dawn of computers to the present day, a multitude of operating systems and distributions have emerged to meet the different demands and tastes of users.
DZone
JULY 23, 2024
An architectural pattern named Event Sourcing is gaining more and more recognition from developers who aim for strong and scalable systems. This article is aimed at software architects, system developers, and project managers who might be contemplating or are already engaged in integrating Event Sourcing into their systems.
DZone
JUNE 20, 2024
In the world of software engineering, where complex systems are the norm, ensuring reliability and resilience is paramount. However, traditional testing methods often fall short of uncovering hidden vulnerabilities and edge cases that could lead to system failures. What Is Chaos Engineering?
DZone
JANUARY 26, 2024
In the ever-changing realm of modern business practices, ensuring the successful execution of batch jobs is vital for activities like data processing, system upkeep, and the general workflow of the organization. Understanding Batch Systems and Challenges Batch jobs involve sequences of operations executed without direct user involvement.
DZone
NOVEMBER 4, 2024
I visited a small local grocery store which happens to be in a touristy part of my neighborhood. If you’ve ever traveled abroad, then you’ve probably visited a store like that to stock up on bottled water without purchasing the overpriced hotel equivalent. This was one of these stores.
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.
Dynatrace
JANUARY 12, 2022
Messaging systems can significantly improve the reliability, performance, and scalability of the communication processes between applications and services. In serverless and microservices architectures, messaging systems are often used to build asynchronous service-to-service communication. Dynatrace news. This is great!
DZone
SEPTEMBER 17, 2024
I want to touch upon the following aspects:
DZone
MAY 23, 2023
In today’s digital age, the reliability and availability of software systems are critical to the success of businesses. Therefore, it is essential for organizations to ensure that their systems are resilient and can withstand unexpected failures or disruptions.
DZone
JANUARY 17, 2022
Thus, managing system processes and profiling is better off without it. With this in mind, you might need to create a script that goes through the system processes and provides a report when the script runs. Let’s face it: the mighty Task Manager isn’t a magic wand for all operations.
DZone
JUNE 7, 2023
ERP systems are crucial in modern software development because they integrate various organizational departments and functions. ERP systems offer standardized processes, enabling developers to accelerate development cycles and align with industry best practices.
DZone
JUNE 24, 2024
Traditional enterprise storage or HPC-focused parallel file systems are costly and challenging to manage for AI-scale deployments. High-performance storage systems can significantly reduce AI model training time. Delays in data access can also impact AI model accuracy, highlighting the critical role of storage performance.
The Netflix TechBlog
FEBRUARY 10, 2021
Stranger Things imagery showcasing the inspiration for the Hawkins Design System by Hawkins team member Joshua Godi ; with art contributions by Wiki Chaves Hawkins may be the name of a fictional town in Indiana, most widely known as the backdrop for one of Netflix’s most popular TV series “Stranger Things,” but the name is so much more.
DZone
SEPTEMBER 13, 2023
In the realm of Linux and operating systems, disk imaging plays a vital role in various scenarios. They serve as a convenient means to store and distribute entire file systems, preserving their integrity and structure. Before getting started, let us take a closer look at what mkisofs is and how to install the tool on your system.
DZone
JANUARY 14, 2024
The need for comprehensive cybersecurity has never been higher in our linked world, where data travels freely and systems are more entangled than ever before. Intrusion Detection and Prevention Systems (IDPS) are mainstays in the battle against cyber attacks among the various tools and tactics available to cybersecurity experts.
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