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. By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service.

Software 256

Software Software Benchmarking Latency 256

Dynatrace

JANUARY 28, 2021

To effectively address such warning signs, organizations need to focus on putting observability data into context—mapping and visualizing relationships and dependencies within all collected telemetry data—not only traces, metrics, and logs. With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control.

Traffic 162

Traffic Open Source Servers Cloud 162

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. However, so far it didn’t provide technology-specific metrics such as queue depth or number of consumers.

Storage 132

Storage Metrics Java Architecture 132

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

Dynatrace

APRIL 13, 2023

As organizations adopt more cloud-native technologies, observability data—telemetry from applications and infrastructure, including logs, metrics, and traces—and security data are converging. It requires an understanding of cloud architecture and distributed systems, with the goal of automating processes. Incomplete.

Analytics 179

Analytics Java Infrastructure Cloud 179

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 Cloud 213

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

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

Dynatrace

JULY 6, 2020

Azure Traffic Manager. While the Azure overview page in Dynatrace has long featured monitoring data detected by OneAgent, with additional metrics pulled from Azure Monitor and topology information from Azure Resource Graph, the overview page now gives you quick access to the newly added services, which are listed under Supporting services.

Azure 145

Azure Cloud Big Data Virtualization 145

Alex Russell

FEBRUARY 28, 2022

The metrics that we report against implicitly cleave these into different "camps", leaving us thinking about pre- and post-load as distinct universes. The difference in weight between the two architectures is interesting, but what we should focus on is the per interaction loop. Today's web architecture debates (e.g.

Performance 104

Performance Latency Architecture Network 104

The Netflix TechBlog

OCTOBER 18, 2019

It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc.,

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

Dynatrace

APRIL 16, 2019

Monitoring IBM Power Systems isn’t a simple task, due to its specific architecture, there aren’t many tools available on the market. Host performance is tracked across multiple Dynatrace analysis views, beginning with high-level health metrics on your dashboard and extending down to dedicated overview pages for each of your hosts.

Availability 102

Availability Monitoring Metrics Operating System 102

Apica

JANUARY 18, 2023

That’s an apt description for a lot of IT architectures today. Visibility Challenges in Today’s Architecture. You can monitor, tweak, and retry traffic from any application or network device, with no need to write your own code. There’s no need to hack and tweak the functionality. It just works.

Monitoring 52

Monitoring Network Architecture Traffic 52

The Netflix TechBlog

OCTOBER 18, 2019

It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc.,

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

Abhishek Tiwari

JULY 8, 2023

Synthetic Monitoring employs software-based agents to actively measure performance metrics. The term "synthetic" is used because it does not rely on traffic generated by real clients and end-users. Synthetic monitoring offers end-to-end visibility across complex architectures and third-party integrations.

Monitoring 52

Monitoring Testing Artificial Intelligence Traffic 52

Adrian Cockcroft

FEBRUARY 13, 2023

I asked around and heard that they are still working on it, but the AWS hiring freeze means that they don’t have the headcount they expected and are making slow progress on an API, more detailed metrics, and scope 3, which everyone is waiting for. Portfolio is currently reducing Amazons carbon footprint by 19 Million Metric Tons of CO2e.

AWS 64

AWS Energy Architecture Programming 64

Tech News Gather

FEBRUARY 20, 2024

The platforms can record a host of metrics, including the number and frequency of visits, wait time, traffic hotspots, and more. This includes floor plans, architectural drawings, and other relevant information that can be digitized into a suitable interface. This map provides the structure for all that is to follow.

Mobile 52

Mobile Energy Transportation Technology 52

The Netflix TechBlog

OCTOBER 15, 2019

In Netflix the microservice architecture is widely adopted and each microservice typically handles only one type of data. No need to acquire locks on tables, which is essential to ensure that the write traffic on the database is never blocked by our service. The architecture of the framework is illustrated in the following Chart.

Transportation 192

Transportation Architecture Processing Storage 192

Dotcom-Montior

NOVEMBER 11, 2020

In serverless architecture, when applications are developed, they are typically composed of many different services. Other benefits to serverless architecture include the following: Cost. There is plenty to like about moving to a serverless architecture, but there can be some disadvantages compared to the traditional, monolithic model.

Serverless 57

Serverless Monitoring Lambda Latency 57

The Netflix TechBlog

JULY 30, 2019

Below is a snapshot of our Kibana dashboard which shows the workflow execution metrics over a typical 7-day period. Developer Labs, Logging and Metrics We have been continually improving logging and metrics, and revamped the documentation to reflect the latest state of Conductor.

Lambda 189

Lambda Media Open Source Metrics 189

Jos

JUNE 2, 2018

UI/UX : There is usually a designer and/or UX person that sets the look & feel and information architecture. One could argue this is a metric-driven decision. When they dug into the data, they found that the reason load times had increased was that they got a lot more traffic from Africa after doing the optimizations.

Performance 237

Performance Speed Google Media 237

All Things Distributed

NOVEMBER 26, 2013

Cross Region Read Replicas also enable you to serve read traffic for your global customer base from regions that are nearest to them. Cross Region Read Replicas also make it even easier for our global customers to scale database deployments to meet the performance demands of high-traffic, globally disperse applications.

Cloud 145

Cloud AWS Traffic Latency 145

Dynatrace

SEPTEMBER 17, 2019

MaaSS for Cloud Architects: Deployment and Architecture Validations. Thanks to PurePath, architects can validate how transactions flow from service-to-service and how traffic gets routed through service mashes (AWS App Mesh, Istio, Linkerd) or proxies. for AWS) Enable AWS CloudWatch Monitoring for additional metrics and MetaData.

AWS 127

AWS Monitoring Ecommerce Lambda 127

SQL Performance

APRIL 15, 2020

This capability is essential when performance tuning since query events include discrete CPU and IO metrics as well as runtime parameters, which are key for troubleshooting query performance problems such as parameter sniffing. For some reason this thing will not go away! Legacy Profiler "Standard" trace events.

Azure 96

Azure Database Tuning Network 96

CSS - Tricks

JULY 25, 2019

Lighthouse records metrics from the browser, applies a scoring model to them, and presents an overall performance score. Guidelines for improvement are suggested based on how specific metrics score. If you’re interested in a high-level overview of Lighthouse architecture, read this guide from the official repository.

Google 71

Google Engineering Speed Mobile 71

Dynatrace

DECEMBER 13, 2023

Rexed, Singh, and Stull outline the importance of metrics, traces, logs, events, and the role they play in achieving full–context Kubernetes observability and driving automated responses in hybrid and multi-cloud environments. To ensure everything runs smoothly, they employ the Dynatrace automated monitoring and observability solution.

Google 218

Google Cloud Infrastructure Metrics 218

Dynatrace

FEBRUARY 16, 2023

The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. You’re getting all the architectural benefits of Grail—the petabytes, the cardinality—with this implementation,” including the three pillars of observability: logs, metrics, and traces in context.

Analytics 179

Analytics Innovation Metrics Database 179

The Netflix TechBlog

FEBRUARY 18, 2022

Motivation With the rapid growth in Netflix member base and the increasing complexity of our systems, our architecture has evolved into an asynchronous one that enables both online and offline computation. This helps limit the outgoing traffic footprint considerably.

Systems 334

Systems Traffic Architecture Mobile 334

Jos

JUNE 2, 2018

UI/UX : There is usually a designer and/or UX person that sets the look & feel and information architecture. One could argue this is a metric-driven decision. When they dug into the data, they found that the reason load times had increased was that they got a lot more traffic from Africa after doing the optimizations.

Performance 130

Performance Speed Google Media 130

Dynatrace

APRIL 30, 2019

Introducing Pitometer: Metrics-based Deployment Validation in your CI/CD. The following shows how to evaluate a deployment score based on metrics from Prometheus and Dynatrace. If you want to automate deployment validation based on metrics or data from tools that you already use in your CI/CD pipeline give Pitometer a try.

Architecture 125

Architecture Open Source Azure Metrics 125

The Netflix TechBlog

NOVEMBER 2, 2020

How viewers are able to watch their favorite show on Netflix while the infrastructure self-recovers from a system failure By Manuel Correa , Arthur Gonigberg , and Daniel West Getting stuck in traffic is one of the most frustrating experiences for drivers around the world. Logs and background requests are examples of this type of traffic.

Traffic 252

Traffic Metrics Infrastructure Architecture 252

CSS Wizardry

JULY 23, 2023

All Core Web Vitals data used to rank you is taken from actual Chrome-based traffic to your site. The Core Web Vitals Metrics Generally, I approve of the Core Web Vitals metrics themselves ( Largest Contentful Paint , First Input Delay , Cumulative Layout Shift , and the nascent Interaction to Next Paint ).

Engineering 246

Engineering Google Speed Mobile 246

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Heterogeneous cloud-native microservice architectures can lead to visibility gaps in distributed traces. Dynatrace news.

Java 226

Java Traffic Strategy Architecture 226

Dynatrace

JANUARY 11, 2023

These next-generation cloud monitoring tools present reports — including metrics, performance, and incident detection — visually via dashboards. Website monitoring examines a cloud-hosted website’s processes, traffic, availability, and resource use. Identify key performance metrics specific to an organization.

Cloud 217

Cloud Monitoring Best Practices Infrastructure 217

Dynatrace

NOVEMBER 24, 2020

As organizations plan, migrate, transform, and operate their workloads on AWS, it’s vital that they follow a consistent approach to evaluating both the on-premises architecture and the upcoming design for cloud-based architecture. Automatic collection of the entire set of services that publish metrics to Amazon CloudWatch.

AWS 142

AWS Artificial Intelligence Best Practices Lambda 142

Dynatrace

MAY 8, 2023

Provide metrics for improved site reliability. It examines metrics like response times, application programming interface availability, and page load times to flag problems that affect the user experience. The result is faster and more data-driven decision making. Help systems meet SLAs. However, DevOps monitoring has its challenges.

DevOps 213

DevOps Efficiency Monitoring Infrastructure 213

Dynatrace

MAY 21, 2021

This becomes even more challenging when the application receives heavy traffic, because a single microservice might become overwhelmed if it receives too many requests too quickly. A service mesh is a dedicated infrastructure layer built into an application that controls service-to-service communication in a microservices architecture.

Traffic 235

Traffic DevOps Infrastructure Network 235