DZone

OCTOBER 27, 2023

In the dynamic world of microservices architecture, efficient service communication is the linchpin that keeps the system running smoothly. It comprises a suite of capabilities, such as managing traffic, enabling service discovery, enhancing security, ensuring observability, and fortifying resilience.

Traffic 231

Traffic Best Practices Architecture Infrastructure 231

IO River

NOVEMBER 2, 2023

CDNs cache content on edge servers distributed globally, reducing the distance between users and the content they want.‍CDNs use load-balancing techniques to distribute incoming traffic across multiple servers called Points of Presence (PoPs) which distribute content closer to end-users and improve overall performance.

Architecture 52

Architecture Cache Performance Latency 52

IO River

NOVEMBER 2, 2023

CDNs use load-balancing techniques to distribute incoming traffic across multiple servers called Points of Presence (PoPs) which distribute content closer to end-users and improve overall performance. ‍What is CDN Architecture?‍CDN ‍CDN architecture serves as a blueprint or plan that guides the distribution of CDN provider PoPs.

Architecture 52

Architecture Cache Performance Latency 52

Dynatrace

APRIL 5, 2024

When the SLO status converges to an optimal value of 100%, and there’s substantial traffic (calls/min), BurnRate becomes more relevant for anomaly detection. SLOs must be evaluated at 100%, even when there is currently no traffic. What characterizes a weak SLO? Use the default transformation.

Efficiency 227

Efficiency Traffic Tuning Metrics 227

DZone

OCTOBER 11, 2022

Improving testing by using real traffic from production ( Hacker News). Simpler UI Testing with CasperJS ( Architects Zone – Architectural Design Patterns & Best Practices). Using MongoDB as a cache store ( Architects Zone – Architectural Design Patterns & Best Practices). History of Lisp ( Hacker News). Hacker News).

Java 244

Java Best Practices Google Analytics 244

Dynatrace

FEBRUARY 12, 2024

Agencies isolate systems and encrypt network traffic flowing between and within them while testing enterprise applications internally and externally. Teams verify “anything and everything” that might attempt to gain access while enforcing least privilege.

Government 182

Government Analytics Network Traffic 182

DZone

DECEMBER 28, 2020

The system could work efficiently with a specific number of concurrent users; however, it may get dysfunctional with extra loads during peak traffic. It is almost a part of the wider performance engineering portrait, concentrating on performance glitches in the architecture and design of any software.

Performance Testing 220

Performance Testing Testing Tools Testing Performance 220

The Netflix TechBlog

JUNE 13, 2023

Migrating Critical Traffic At Scale with No Downtime — Part 2 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Picture yourself enthralled by the latest episode of your beloved Netflix series, delighting in an uninterrupted, high-definition streaming experience. This is where large-scale system migrations come into play.

Traffic 279

Traffic Metrics Systems Strategy 279

Dynatrace

JANUARY 23, 2023

Here’s the update: Improve architectural design to eliminate SSO bottleneck risk [In progress] Security and access are critical aspects of our architecture, and as such, there are many areas we’re looking to improve. Hopefully never.) This has been completed.

Social Media 130

Social Media Cache Traffic Media 130

Dynatrace

MAY 19, 2022

Example 1: Architecture boundaries. First, they took a big step back and looked at their end-to-end architecture (Figure 2). SLO dashboard defined by architectural boundary. My web requests are all HTTP 2XX success, so why are my users getting errors? The dashboards are green, so why are users complaining? So, what did they do?

Automotive 272

Automotive Latency Architecture Azure 272

The Netflix TechBlog

MARCH 5, 2024

Each of these errors is a canceled request resulting in a retry so this reduction further reduces overall service traffic by this rate: Errors rates per second. In fact, we’ve found for our services and architecture that there is no such trade off.

Latency 228

Latency Java Tuning Efficiency 228

Dynatrace

JUNE 20, 2023

Moreover, distributed microservices architecture and data silos mean teams don’t have access to the context that’s critical to make sense of this data and all its different data formats. They also wanted to normalize trace data from their custom APIs to simplify ingestion and provide complete end-to-end visibility.

Open Source 196

Open Source Google Serverless Azure 196

Dynatrace

MAY 31, 2023

Microservices-based architectures and software containers enable organizations to deploy and modify applications with unprecedented speed. Maintaining reliable uptime and consistent service quality has become more complex as organizations expand their computing footprints across multiple data centers and in the cloud.

Best Practices 225

Best Practices DevOps Latency Metrics 225

Dynatrace

FEBRUARY 16, 2024

As environments began to scale with cloud-native and microservices architectures to meet this demand, security approaches didn’t evolve accordingly. She saw substantial traffic in a specific port, which was not necessarily malicious, but it was abnormal enough to warrant additional investigation. Clair’s hypothesis began to change.

Analytics 184

Analytics Engineering Cloud Traffic 184

Dynatrace

MAY 5, 2021

Today we’re proud to announce the new Dynatrace Operator, designed from the ground up to handle the lifecycle of OneAgent, Kubernetes API monitoring, OneAgent traffic routing, and all future containerized componentry such as the forthcoming extension framework. Dynatrace Operator for OneAgent, API monitoring, routing, and more.

Cloud 227

Cloud Traffic Monitoring Open Source 227

Dynatrace

OCTOBER 16, 2023

As a result, the team found that cloud architecture had resulted in overprovisioning of resources. By analyzing the data in Dynatrace Notebooks, the team discovered, “There is too much cross-availability-zone traffic,” Greifeneder recalled. “There are way over 30 availability zones.

Innovation 200

Innovation DevOps Cloud Efficiency 200

Dynatrace

SEPTEMBER 30, 2021

In case of a spike in traffic, you can automatically spin up more resources, often in a matter of seconds. Likewise, you can scale down when your application experiences decreased traffic. For example, as traffic increases, costs will too. Analyze your resource consumption and traffic patterns. Inconsistent performance.

Cloud 167

Cloud Traffic Best Practices Strategy 167

All Things Distributed

MARCH 27, 2019

New architectural patterns. Architectural patterns like microservices enable teams to independently test services and continuously deliver changes to applications. At re:Invent 2018, AWS announced the AWS App Mesh public preview, a service mesh that allows you to easily monitor and control communications across applications.

AWS 137

AWS Traffic Innovation Architecture 137

Dynatrace

SEPTEMBER 30, 2019

Dynatrace’s AI engine, Davis automatically identified high traffic surges on the county website as the fire took hold. Dynatrace was able to tell the county you have high traffic on your site due to an influx of residents specifically seeking information on the Woolsey Fire. High Traffic Notification.

DevOps 160

DevOps Traffic Website Infrastructure 160

The Symphonia

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. I was glad to be able to talk about Amazon’s automated traffic shifting / canary releases. Revisiting “Serverless Architectures” was originally published in The Symphonium on Medium, where people are continuing the conversation by highlighting and responding to this story.

Serverless 40

Serverless Architecture Lambda Azure 40

Dynatrace

JANUARY 28, 2021

With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control. OneAgent implements network zones to create traffic routing rules and limit cross-data-center traffic. Enrich OpenTelemetry instrumentation with high-fidelity data provided by OneAgent.

Traffic 168

Traffic Open Source Servers Cloud 168

Dynatrace

OCTOBER 9, 2020

In such circumstances, it’s challenging to investigate the reasons for unexpected behavior or traffic between pods. Now you can: Understand the actual architecture of your applications in Kubernetes in real-time. Understand the architecture of your applications in Kubernetes in real-time.

Design 101

Design Google Architecture Traffic 101

O'Reilly Software

DECEMBER 11, 2017

A message-based microservices architecture offers many advantages, making solutions easier to scale and expand with new services. The asynchronous nature of interservice interactions inherent to this architecture, however, poses challenges for user-initiated actions such as create-read-update-delete (CRUD) requests on an object.

Architecture 68

Architecture Government Latency Efficiency 68

Dynatrace

JULY 18, 2023

This is especially crucial in microservice architectures, where the number of components can be overwhelming. As software development grows more complex, managing components using an automated onboarding process becomes increasingly important. Proper notifications or escalations are automated based on ownership information.

Best Practices 192

Best Practices Code Infrastructure Latency 192

The Netflix TechBlog

SEPTEMBER 8, 2020

We tried a few iterations of what this new service should look like, and eventually settled on a modern architecture that aimed to give more control of the API experience to the client teams. For us, it means that we now need to have ~15 MDN tabs open when writing routes :) Let’s briefly discuss the architecture of this microservice.

Latency 233

Latency Cache Java Traffic 233

The Netflix TechBlog

AUGUST 30, 2021

System Setup Architecture The following diagram summarizes the architecture description: Figure 1: Event-sourcing architecture of the Device Management Platform. As such, we can see that the traffic load on the Device Management Platform’s control plane is very dynamic over time.

Latency 213

Latency Traffic Transportation Hardware 213

Software Architecture

AUGUST 24, 2017

Memcached is very good at handling high traffic websites. Redis can not handle heavy traffic on read/write. Redis vs Memcached was originally published in Software Architecture on Medium, where people are continuing the conversation by highlighting and responding to this story.

Software Architecture 100

Software Architecture Traffic Efficiency Website 100

Dynatrace

JUNE 16, 2020

One key requirement of a microservices architecture is the ability to make information of all kinds available wherever and whenever it’s needed, without putting undue traffic on corporate and public networks.

Storage 133

Storage Metrics Java Architecture 133

InfoQ

NOVEMBER 29, 2023

HubSpot adopted routing messages over multiple Kafka topics (called swimlanes) for the same producer to avoid the build-up in the consumer group lag and prioritize the processing of real-time traffic. By Rafal Gancarz

Processing 77

Processing Traffic Data Engineering Scalability 77

Alex Russell

FEBRUARY 28, 2022

Here are two renderings of the same Gmail inbox in different architectural styles: one based on Ajax, and the other on "basic" HTML : The Ajax version of Gmail loads 4.8MiB of resources, including 3.8MiB of JavaScript to load an inbox containing two messages. Today's web architecture debates (e.g.

Performance 104

Performance Latency Architecture Network 104

DZone

MAY 20, 2019

SD-WAN (software-defined wide area network) is probably the most successful business adoption of SDN architecture and is continuously growing, as last year IDC forecast it to reach $4.5 Introduction. billion by 2022.

Monitoring 100

Monitoring Network Traffic Architecture 100

Dynatrace

DECEMBER 27, 2022

As more organizations embrace microservices-based architecture to deliver goods and services digitally, maintaining customer satisfaction has become exponentially more challenging. First, it helps to understand that applications and all the services and infrastructure that support them generate telemetry data based on traffic from real users.

Software 266

Software Software Benchmarking Latency 266

Scalegrid

JANUARY 8, 2024

AI algorithms embedded in cloud architecture automate repetitive processes, streamlining workloads and reducing the chance of human error. With a multi-cloud architecture, Scalegrid offers the flexibility and competitive edge necessary for AI applications in the rapidly evolving tech environment.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

APRIL 13, 2023

Logs can include information about user activities, system events, network traffic, and other various activities that can help to detect and respond to critical security incidents. It requires an understanding of cloud architecture and distributed systems, with the goal of automating processes.

Analytics 187

Analytics Java Infrastructure Cloud 187

Dotcom-Montior

MARCH 27, 2022

This project implements multiple techniques and tactics to censor China’s internet and controls the internet gateways to analyze, filter, and manipulate the internet traffic between inside and outside of China. It’s a complex architecture with multiple layers of controlled tricks to block access to websites. Deep Packet Inspection.

Website 82

Website Internet Internet Performance 82

Dynatrace

JULY 6, 2020

Azure Traffic Manager. Azure Front Door enables you to define, manage, and monitor the global routing for your web traffic by optimizing for best performance and quick global failover for high availability. Azure Batch. Azure DB for MariaDB. Azure DB for MySQL. Azure DB for PostgreSQL. Azure SQL Managed Instance. Azure HDInsight.

Azure 148

Azure Cloud Big Data Virtualization 148

IO River

NOVEMBER 2, 2023

It is particularly beneficial during high-traffic periods or when serving content to a large audience.All of these benefits apply to modern applications that process user thumbnails. This increased server load can strain server resources, especially during high-traffic periods. For example, consider tools like ChatGPT.

Cache 52

Cache Social Media Website Performance Website 52