DZone

JUNE 15, 2023

The scalability, agility, and continuous delivery offered by microservices architecture make it a popular option for businesses today. Nevertheless, microservices architectures are not invulnerable to disruptions.

Engineering 314

Engineering Architecture Scalability Google 314

Scalegrid

FEBRUARY 24, 2025

Key Takeaways RabbitMQ improves scalability and fault tolerance in distributed systems by decoupling applications, enabling reliable message exchanges. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

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 85

Software Architecture Architecture Software Software 85

Dynatrace

JUNE 7, 2019

Scalability and load balancing. Q: Do I need a special network configuration, opening non-standard ports and/or whitelisting some addresses? A: It all depends on your internal network architecture. The post Monitor web applications from within your corporate network appeared first on Dynatrace blog.

Network 203

Network Monitoring Servers Hardware 203

DZone

MARCH 20, 2023

Microservices architecture has gained popularity recently as a technique for creating sophisticated and scalable software systems. Microservices are scalable, independently deployable services that talk to one another across a network.

Scalability 264

Scalability Architecture Network Design 264

Scalegrid

MAY 13, 2020

In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. It’s architecture was specially designed to manage large-scale data warehouses and business intelligence workloads by giving you the ability to spread your data out across a multitude of servers.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

High Scalability

SEPTEMBER 28, 2018

Martin Sústrik : Philosophers, by and large, tend to be architecture astronauts. Programmers' insight is that architecture astronauts fail. . $2 billion : Pokémon GO revenue since launch; 10 : say happy birthday to StackOverflow; $148 million : Uber data breach fine; 75% : streaming music industry revenue in the US; 5.2

Internet 35

Internet Internet Scalability Blockchain 35

High Scalability

JANUARY 11, 2022

Architecture. We have chosen this NoSQL based solution over relational databases as it provides the scalability to have hierarchies which go beyond two levels and extensibility due to the schema-less behavior of NoSQL data storage. It’s apparent that the most important features for feed ranking will be related to social network.

Design 334

Design Media Storage Logistics 334

Dynatrace

NOVEMBER 11, 2022

Therefore, they need an environment that offers scalable computing, storage, and networking. Hyperconverged infrastructure (HCI) is an IT architecture that combines servers, storage, and networking functions into a unified, software-centric platform to streamline resource management. What is hyperconverged infrastructure?

Infrastructure 264

Infrastructure Storage Virtualization Network 264

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. FaaS vs. monolithic architectures. How does function as a service affect scalability?

Development 279

Development Serverless Best Practices Lambda 279

DZone

DECEMBER 28, 2020

Performances testing helps establish the scalability, stability, and speed of the software application. Confirming scalability, dependability, stability, and speed of the app is crucial. The system could work efficiently with a specific number of concurrent users; however, it may get dysfunctional with extra loads during peak traffic.

Performance Testing 230

Performance Testing Testing Tools Testing Performance 230

Dynatrace

JANUARY 11, 2023

Continuous cloud monitoring with automation provides clear visibility into the performance and availability of websites, files, applications, servers, and network resources. This type of monitoring tracks metrics and insights on server CPU, memory, and network health, as well as hosts, containers, and serverless functions.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

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. This network connection heterogeneity made choosing a single delivery model difficult.

Systems 334

Systems Traffic Architecture Mobile 334

High Scalability

NOVEMBER 16, 2018

While the market prices of the coins are quite volatile, the network hashrates for three of the four cryptocurrencies have trended consistently upward, suggesting that energy requirements will continue to increase. During this period, we estimate mining for all 4 cryptocurrencies was responsible for 3–15 million tonnes of CO2 emissions.

Internet 28

Internet Internet Scalability Energy 28

Dynatrace

SEPTEMBER 3, 2024

In many ways, the shift to cloud computing and the adoption of cloud-native architectures have enabled organizations to realize greater resiliency alongside scalability. Software performance can be compromised in many ways, including software bugs, cyberattacks, overwhelming demand, backup failures, network issues, and human error.

Infrastructure 290

Infrastructure Innovation Monitoring Software Performance 290

Dynatrace

OCTOBER 10, 2022

Many organizations today rely on cloud-native applications for their scalability and agility, among other benefits. Serverless benefits include the following: Dynamic scalability. Serverless architecture makes it possible to host code anywhere, rather than relying on an origin server. Architectural complexity.

Serverless 241

Serverless Infrastructure Lambda Latency 241

Dynatrace

JUNE 10, 2024

They can also develop proactive security measures capable of stopping threats before they breach network defenses. For example, an organization might use security analytics tools to monitor user behavior and network traffic. Security analytics must also contend with the multicomponent architecture of modern IT infrastructure.

Analytics 264

Analytics Network Open Source Hardware 264

The Netflix TechBlog

MARCH 5, 2019

The main motivation is that while the devices themselves have a significant role in overall performance, our network and cloud infrastructure has a non-negligible impact on the responsiveness of devices. In the Performance space, our data teams currently focus on the quality of experience on Netflix-enabled devices.

Infrastructure 185

Infrastructure Cloud Scalability AWS 185

Dynatrace

DECEMBER 8, 2022

As cloud-native, distributed architectures proliferate, the need for DevOps technologies and DevOps platform engineers has increased as well. They are similar to site reliability engineers (SREs) who focus on creating scalable, highly reliable software systems. ” What does a DevOps platform engineer do?

DevOps 246

DevOps Engineering Testing Open Source 246

Dynatrace

OCTOBER 4, 2022

Modern IT environments — whether multicloud, on-premises, or hybrid-cloud architectures — generate exponentially increasing data volumes. The number and variety of applications, network devices, serverless functions, and ephemeral containers grows continuously. Limited data availability constrains value creation.

Analytics 264

Analytics Artificial Intelligence Storage Serverless 264

Dynatrace

NOVEMBER 28, 2022

The Dynatrace Software Intelligence Platform accelerates cloud operations, helping users achieve service-level objectives (SLOs) with automated intelligence and unmatched scalability. Understand and optimize your architecture. Built for enterprise scalability. Users can take advantage of the platform features immediately.

Lambda 246

Lambda AWS Serverless Latency 246

Dynatrace

JULY 29, 2021

Today’s digital businesses run on heterogeneous and highly dynamic architectures with interconnected applications and microservices deployed via Kubernetes and other cloud-native platforms. Common questions include: Where do bottlenecks occur in our architecture? How can we optimize for performance and scalability?

Analytics 246

Analytics Open Source Serverless Architecture 246

Dynatrace

MAY 1, 2023

This operational data could be gathered from live running infrastructures using software agents, hypervisors, or network logs, for example. Additionally, ITOA gathers and processes information from applications, services, networks, operating systems, and cloud infrastructure hardware logs in real time. Establish data governance.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 246

Dynatrace

NOVEMBER 2, 2020

IT infrastructure is the heart of your digital business and connects every area – physical and virtual servers, storage, databases, networks, cloud services. Ensures platform is flexible and scalable to handle peaks by sending alerts to IT management. for unplanned downtime, resource saturation, network intrusion.

Infrastructure 246

Infrastructure Monitoring Virtualization Serverless 246

Dynatrace

APRIL 7, 2023

Streaming raises the default 6 MB hard limit to a 20 MB soft limit, adding greater scalability and flexibility to their applications. Dynatrace The Dynatrace Software Intelligence Platform accelerates cloud operations, helping users achieve service-level objectives (SLOs) with automated intelligence and unmatched scalability.

Lambda 246

Lambda AWS Serverless Latency 246

DZone

SEPTEMBER 18, 2024

The system I managed was integral to Intuit’s trading networks and money-making capabilities which accounted for over $10 billion in annual revenues.

Best Practices 147

Best Practices Scalability Architecture Network 147

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 255

Architecture Best Practices Engineering Open Source 255

Dynatrace

MARCH 24, 2023

But managing the deployment, modification, networking, and scaling of multiple containers can quickly outstrip the capabilities of development and operations teams. This orchestration includes provisioning, scheduling, networking, ensuring availability, and monitoring container lifecycles. How does container orchestration work?

Infrastructure 246

Infrastructure Open Source Operating System Cloud 246

The Netflix TechBlog

NOVEMBER 3, 2022

The original assumptions and architectural choices were no longer viable. Overview The figure below depicts a simplified high-level architecture of a single Titus cluster (a.k.a As the number of Titus users increased over the years, the load and pressure on the system increased substantially.

Cache 233

Cache Latency Traffic Systems 233

Dynatrace

MAY 8, 2023

The process involves monitoring various components of the software delivery pipeline, including applications, infrastructure, networks, and databases. Infrastructure monitoring Infrastructure monitoring reviews servers, storage, network connections, virtual machines, and other data center elements that support applications.

DevOps 246

DevOps Efficiency Monitoring Infrastructure 246

High Scalability

JUNE 18, 2018

In this article, we’ll understand what consistent hashing is all about and why it is an essential tool in scalable distributed system architectures. So, why can’t we use the same method for handling requests over the network? At the end, we’ll also have a look at a working example for the same.

Efficiency 172

Efficiency Programming Strategy Scalability 172

Dynatrace

MARCH 18, 2024

Following FinOps practices, engineering, finance, and business teams take responsibility for their cloud usage, making data-driven spending decisions in a scalable and sustainable manner. Suboptimal architecture design. Flexible pricing models that offer discounts based on commitment or availability can greatly reduce cloud waste.

Best Practices 278

Best Practices Strategy Cloud AWS 278

Dynatrace

NOVEMBER 9, 2021

We start with metrics, traces, and logs (that’s table stakes) but also provide context and enrichment through topology, behavior, code, metadata, and network, combined with data from application programming interfaces (API) and OpenTelemetry. Dynatrace approaches observability to address these challenges head-on.

DevOps 246

DevOps Innovation Cloud Programming 246

All Things Distributed

JULY 20, 2015

Today, I want to explore the Amazon ECS architecture and what this architecture enables. The pool of resources, at this time, is the CPU, memory, and networking resources of Amazon EC2 instances as partitioned by containers. networks ports, memory, CPU, etc). Let’s talk about what Amazon ECS is actually doing.

Latency 156

Latency Architecture AWS Open Source 156

Dynatrace

JANUARY 22, 2024

Most AI today uses association-based machine learning models like neural networks that find correlations and make predictions based on them. Their scalability, comparatively low cost, and support for advanced analytics and machine learning have helped fuel AI’s rapid enterprise adoption.

Artificial Intelligence 264

Artificial Intelligence Healthcare Retail Government 264

Dynatrace

SEPTEMBER 30, 2021

The breadth of fully-featured services, the pay-as-you-go scalability, and the agility of cloud platforms enable organizations to expand their modern approaches to building and managing digital services in a way they can’t with on-premises apps and infrastructure. Increased scalability. Reduced cost. Inconsistent performance.

Cloud 241

Cloud Traffic Best Practices Strategy 241

The Netflix TechBlog

JANUARY 10, 2024

This architecture shift greatly reduced the processing latency and increased system resiliency. Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility. Several promising ideas were abandoned owing to the outsized work needed to overcome architectural limitations.

Processing 238

Processing Media Latency Innovation 238