Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. Data dependencies and framework intricacies require observing the lifecycle of an AI-powered application end to end, from infrastructure and model performance to semantic caches and workflow orchestration.

Cache 212

Cache Azure Infrastructure Monitoring 212

Scalegrid

AUGUST 26, 2020

Microsoft Azure is one of the most popular cloud providers in the world, and a natural fit for database hosting on applications leveraging Microsoft across their infrastructure. In this blog post, we compare Azure Database for MySQL vs. ScaleGrid MySQL on Azure so you can see which provider offers the best throughput and latency performance.

Azure 299

Azure Benchmarking Database Latency 299

The Netflix TechBlog

JUNE 14, 2023

This blog post will share broadly-applicable techniques (beyond GraphQL) we used to perform this migration. To determine customer impact, we could compare various metrics such as error rates, latencies, and time to render. This blog post is part of our Migrating Critical Traffic series.

Traffic 353

Traffic Latency Cache Metrics 353

High Scalability

SEPTEMBER 1, 2020

Microsoft Azure is one of the most popular cloud providers in the world, and a natural fit for database hosting on applications leveraging Microsoft across their infrastructure. We measure latency in ms 95th percentile latency. MySQL is the number one open source database that’s commonly hosted through Azure instances.

Azure 137

Azure Database Benchmarking Performance 137

Scalegrid

OCTOBER 24, 2019

As organizations continue to migrate to the cloud, it’s important to get in front of performance issues, such as high latency, low throughput, and replication lag with higher distances between your users and cloud infrastructure. ScaleGrid also maintains 53% lower latency on average throughout the entire MySQL AWS performance tests.

AWS 183

AWS Latency Performance Benchmarking 183

Dynatrace

APRIL 6, 2022

Endpoints include on-premises servers, Kubernetes infrastructure, cloud-hosted infrastructure and services, and open-source technologies. Observability across the full technology stack gives teams comprehensive, real-time insight into the behavior, performance, and health of applications and their underlying infrastructure.

DevOps 238

DevOps Innovation Infrastructure Analytics 238

Dynatrace

APRIL 25, 2023

In this blog post, we will discuss some of these challenges and how to overcome them. These functions are executed by a serverless platform or provider (such as AWS Lambda, Azure Functions or Google Cloud Functions) that manages the underlying infrastructure, scaling and billing. What are serverless applications?

Serverless 216

Serverless Lambda Azure AWS 216

Dynatrace

APRIL 7, 2021

But your infrastructure teams don’t see any issue on their AWS or Azure monitoring tools, your platform team doesn’t see anything too concerning in Kubernetes logging, and your apps team says there are green lights across the board. This scenario has become all too common as digital infrastructure has grown increasingly complex.

Cloud 159

Cloud Monitoring Latency Games 159

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. The post Site reliability engineering: 5 things you need to know appeared first on Dynatrace blog.

Engineering 259

Engineering DevOps Government Latency 259

Dynatrace

JUNE 25, 2020

The network latency between cluster nodes should be around 10 ms or less. For Premium HA, this has been extended from 10 ms latency (in the same network region) to around 100 ms network latency due to asynchronous data replication between regions. In the image below, three downed nodes make an entire cluster unavailable.

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Availability Hardware Latency Traffic 253

The Netflix TechBlog

NOVEMBER 3, 2023

On the Data Platform team, we build the infrastructure used across the company to process data at scale. In our last blog post, we introduced “Data Mesh” — A Data Movement and Processing Platform. Democratizing Stream Processing @ Netflix By Guil Pires , Mark Cho , Mingliang Liu , Sujay Jain Data powers much of what we do at Netflix.

Processing 265

Processing Engineering Infrastructure Latency 265

Dynatrace

SEPTEMBER 25, 2019

Therefore, it requires multidimensional and multidisciplinary monitoring: Infrastructure health —automatically monitor the compute, storage, and network resources available to the Citrix system to ensure a stable platform. OneAgent: Citrix infrastructure performance. OneAgent: SAP infrastructure performance. Citrix VDA.

Latency 118

Latency Performance Virtualization Infrastructure 118

Dynatrace

JANUARY 26, 2021

When an application is triggered, it can cause latency as the application starts. Cloud-hosted managed services eliminate the minute day-to-day tasks associated with hosting IT infrastructure on-premises. This creates latency when they need to restart. The platform builds the trigger to initiate the app.

Serverless 245

Serverless Efficiency Lambda Azure 245

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. The post Site reliability engineering: 5 things to you need to know appeared first on Dynatrace blog.

Engineering 184

Engineering DevOps Government Latency 184

Dynatrace

AUGUST 27, 2019

Welcome back to the blog series in which we share how you can easily solve three common problem scenarios by using Dynatrace and xMatters Flow Designer. Step 1 – Let Dynatrace analyze your infrastructure health in real-time. Step 5 – xMatters triggers a runbook in Ansible to fix the disk latency. Dynatrace news.

Systems 177

Systems DevOps Latency Azure 177

The Netflix TechBlog

SEPTEMBER 8, 2020

Image taken from a previously published blog post As you can see, our code was just a part (#2 in the diagram) of this monolithic service. The big difference from the monolith, though, is that this is now a standalone service deployed as a separate “application” (service) in our cloud infrastructure.

Latency 233

Latency Cache Java Traffic 233

Dynatrace

JANUARY 13, 2022

Providing insight into the service latency to help developers identify poorly performing code. For example, RUM is often used to measure latency, and the relationship between longer latencies and user disengagement is well documented. appeared first on Dynatrace blog. Want to learn more? Learn more!

Monitoring 188

Monitoring Latency Mobile Best Practices 188

Dynatrace

SEPTEMBER 13, 2023

In this blog post, we’ll demonstrate how Dynatrace automation and the Dynatrace Site Reliability Guardian can help you implement your applications according to all six AWS Well-Architected pillars by integrating them into your software development lifecycle (SDLC).

AWS 256

AWS Efficiency Azure Cloud 256

Dynatrace

OCTOBER 1, 2021

In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. Metrics can originate from a variety of sources, including infrastructure, hosts, services, cloud platforms, and external sources.

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

Dynatrace

APRIL 5, 2021

Organizations can offload much of the burden of managing app infrastructure and transition many functions to the cloud by going serverless with the help of Lambda. AWS continues to improve how it handles latency issues. An application could rely on dozens or even hundreds of Lambdas and other infrastructure.

Lambda 186

Lambda AWS Serverless Hardware 186

Dynatrace

MAY 27, 2021

This new extension allows customers to deploy native Amazon ECS tasks in any target environment including traditional AWS managed infrastructure and now customer-managed infrastructure. The post Dynatrace named a launch partner of Amazon ECS Anywhere appeared first on Dynatrace blog. IoT – Data processing on edge locations.

AWS 131

AWS IoT Virtualization Infrastructure 131

Dynatrace

JUNE 8, 2020

As a software intelligence platform, Dynatrace is woven into the fabric of your business systems, actively managing and providing self-healing capabilities for all aspects of your applications and vital infrastructure. Metrics are provided for general host info like CPU usage and memory consumption, OneAgent traffic, and network latency.

Software 166

Software Software Programming Metrics 166

The Netflix TechBlog

AUGUST 30, 2021

The Partner Infrastructure team at Netflix provides solutions to support these two significant efforts by enabling device management at scale. Together, they form the Device Management Platform, which is the infrastructural foundation for Netflix Test Studio (NTS). In this blog post, we will focus on the latter feature set.

Latency 213

Latency Traffic Transportation Hardware 213

Dynatrace

JANUARY 18, 2023

SRE applies software engineering principles to operations and infrastructure processes. This methodology aims to improve software system reliability using several key categories such as availability, performance, latency, efficiency, capacity, and incident response. DevOps: The differences—and similarities – blog. – blog.

DevOps 207

DevOps Best Practices Innovation Strategy 207

The Netflix TechBlog

NOVEMBER 17, 2022

In this tech blog, we describe how we improved Netflix video quality with neural networks, the challenges we faced and what lies ahead. On a CPU, we leveraged oneDnn to further reduce latency. For example, we invest in next-generation, royalty-free codecs and sophisticated video encoding optimizations.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

JULY 24, 2023

In this blog, we will dive into the transformative power of answer-driven automation. Based on all the contextual information, the system can provide predictive answers to auto-scale infrastructure and anticipate future capacity demands , effectively reducing cost, carbon footprint, and downtime. But it doesn’t stop there.

DevOps 228

DevOps Traffic Efficiency Servers 228

The Netflix TechBlog

AUGUST 22, 2019

In this blog post, we describe how we improved the methodology, which technologies we leveraged, and how this has improved service deployment and consistency. This would allow for reuse of helper scripts and infrastructure tools without requiring every user to copy that solution into their Packer scripts.

DevOps 207

DevOps AWS Tuning Infrastructure 207

Dynatrace

SEPTEMBER 30, 2021

Generally speaking, cloud migration involves moving from on-premises infrastructure to cloud-based services. In cloud computing environments, infrastructure and services are maintained by the cloud vendor, allowing you to focus on how best to serve your customers. However, it can also mean migrating from one cloud to another.

Cloud 172

Cloud Traffic Best Practices Strategy 172

Dynatrace

OCTOBER 4, 2021

However, if you want to trigger an alert based on an outlier, such as a sudden spike in latency in one region or for a single customer, then sampling may not provide the alerting system with the data it needs to perform its job. appeared first on Dynatrace blog. Watch webinar now! The post What is API monitoring?

Monitoring 186

Monitoring Latency Metrics Availability 186

Dynatrace

APRIL 26, 2022

Gartner estimates that by 2025, 70% of digital business initiatives will require infrastructure and operations (I&O) leaders to include digital experience metrics in their business reporting. With DEM solutions, organizations can operate over on-premise network infrastructure or private or public cloud SaaS or IaaS offerings.

Monitoring 213

Monitoring Social Media IoT Metrics 213

Dynatrace

FEBRUARY 24, 2021

SRE is the transformation of traditional operations practices by using software engineering and DevOps principles to improve the availability, performance, and scalability of releases by building resiliency into apps and infrastructure. Reduced latency. The post SRE vs DevOps: What you need to know appeared first on Dynatrace blog.

DevOps 193

DevOps Software Engineering Speed Google 193

The Netflix TechBlog

OCTOBER 26, 2021

Subsequent posts will go into more details on experimentation across Netflix, how Netflix has invested in infrastructure to support and scale experimentation, and the importance of the culture of experimentation within Netflix. Follow the Netflix Tech Blog to stay up to date. Part 3 (False positives and statistical significance).

Testing 202

Testing Latency Metrics Innovation 202

Dynatrace

DECEMBER 2, 2021

SLOs can be a great way for DevOps and infrastructure teams to use data and performance expectations to make decisions, such as whether to release, and where engineers should focus their time. You can set SLOs based on individual indicators, such as batch throughput, request latency, and failures-per-second. Help with decision making.

Metrics 200

Metrics Best Practices DevOps Infrastructure 200

Percona

JULY 20, 2023

It is very common to see many infrastructure layers standing between a PostgreSQL database and the Application server. But I will be discussing and highlighting only the wait events portion of it in this blog while going through different types types of workloads and how network performance shows up in wait events.

Network 63

Network Performance Latency Servers 63

The Netflix TechBlog

NOVEMBER 2, 2021

Cosmos offers several benefits as highlighted in the linked blog, such as separation of concerns, independent deployments, observability, rapid prototyping and productization. This enables us to use our scale to increase throughput and reduce latencies. We call this system Cosmos. VQS is called using the measureQuality endpoint.

Media 171

Media Innovation Metrics Latency 171

All Things Distributed

OCTOBER 23, 2014

This is our 11th infrastructure region and was built to support the strong demand we are seeing in Europe and to give our customers the option to run infrastructure located in Germany. The new Frankfurt region provides low millisecond latencies to major cities in continental Europe and is also run with carbon neutral power.

AWS 160

AWS Cloud Media Latency 160

Adrian Cockcroft

JANUARY 29, 2023

The mean and percentile measurements hide this structure, but the rest of this post will show how the structure can be measured and analyzed so that you can figure out a useful model of your system, understand what is driving the long tail of latencies and come up with better SLAs and measures of capacity.

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Lambda Latency Cache C++ 98