Dynatrace

NOVEMBER 17, 2020

In this example you can see on the left side that the Envoy payment service is running on a Linux host, deployed in the Google cloud. PurePath unlocks precise and actionable analytics across the software lifecycle in heterogenous cloud-native environments. In this specific example these are embedded into a custom GoLang application.

Analytics 151

Analytics Technology Technology Cloud 151

Dynatrace

JANUARY 30, 2024

For example, AI is a great candidate for automating tedious, manual tasks such as aggregating data. Additionally, as the program gathers more data, it will enable predictive analytics to forecast future talent and skill deficits. There is a lot of concern about AI taking jobs away from humans.

Artificial Intelligence 190

Artificial Intelligence Government Innovation Programming 190

Dynatrace

JUNE 27, 2023

We hear from our customers how important it is to have a centralized, quick, and powerful access point to analyze these logs; hence we’re making it easier to ingest AWS S3 logs and leverage Dynatrace Log Management and Analytics powered by Grail.

AWS 187

AWS Cloud Lambda Analytics 187

Dynatrace

MAY 2, 2024

Efficiently locate and export your end users’ personal data Let’s walk through a fictitious example to explore privacy rights handling in Dynatrace. This step lets you fine-tune your query to identify all matching data points, ensuring a thorough and accurate retrieval process.

Tuning 214

Tuning Scalability Efficiency Processing 214

Dynatrace

APRIL 20, 2023

Causal AI—which brings AI-enabled actionable insights to IT operations—and a data lakehouse, such as Dynatrace Grail , can help break down silos among ITOps, DevSecOps, site reliability engineering, and business analytics teams. Business leaders can decide which logs they want to use and tune storage to their data needs.

Analytics 177

Analytics Infrastructure Storage Efficiency 177

Dynatrace

MAY 17, 2022

Onboarding teams using self-service Kubernetes selectors is one of the best examples of how Dynatrace embraces cloud native technologies to increase automation, reduce bureaucracy, and encourage agility. The following example drives the point home. Embracing cloud native best practices to increase automation. Putting it all together.

Availability 305

Availability Scalability Cloud Metrics 305

Dynatrace

NOVEMBER 23, 2020

As the application owner of an e-commerce application, for example, you can enrich the source code of your application with domain-specific knowledge by adding actionable semantics to collected performance or business metrics. Getting specific metrics from libraries that are pre-instrumented with OpenTelemetry (for example, database drivers).

Metrics 150

Metrics Open Source Tuning Analytics 150

Dynatrace

JULY 6, 2022

Vulnerability management is one example of a DevSecOps workflow that teams should automate to ensure vulnerability scans run regularly. Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. By tuning workflows, you can increase their efficiency and effectiveness.

Artificial Intelligence 178

Artificial Intelligence Tuning Strategy Big Data 178

HammerDB

JULY 14, 2021

adds full support for MariaDB in both the GUI as shown: And in the CLI as a separate database from MySQL, this post describes a setup and test for MariaDB using the CLI on Linux as an example running the TPROC-C workload. In the example below it took just over 14 minutes to create 800 warehouses. HammerDB v4.2 linux-x86_64.tar.gz

Testing 57

Testing C++ Virtualization Tuning 57

Scalegrid

DECEMBER 14, 2023

For example, your payment history might be on one database cluster and your analytics records on another cluster. If your analytics server is down, then each operation will wait for a default of 30 seconds before failing (which may or may not be what you want). Careful consideration must be given before making changes.

Java 130

Java Network Servers Database 130

Dynatrace

APRIL 26, 2022

STM generates traffic that replicates the typical path or behavior of a user on a network to measure performance for example, response times, availability, packet loss, latency, jitter, and other variables). How automatic and intelligent AIOps makes DEM and business observability possible.

Monitoring 192

Monitoring Social Media IoT Metrics 192

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Stay tuned for an upcoming blog series where we’ll give you a more hands-on walkthrough of how to ingest any kind of data from StatsD, Telegraf, Prometheus, scripting languages, or our integrated REST API. Stay tuned. Seeing is believing.

Open Source 247

Open Source Metrics Analytics Tuning 247

Dynatrace

JANUARY 4, 2024

For example, one endpoint might be more heavily used than others, and therefore more likely to experience failure. OneAgent works out of the box with OpenTelemetry and automatically detects application traces and metrics, bringing data from the entire technology stack into a single analytics platform.

Metrics 160

Metrics Open Source Tuning Infrastructure 160

Dynatrace

OCTOBER 8, 2020

They may be used to, for example, integrate a new payment service or create a new interface for a booking platform. Full integration with existing Dynatrace capabilities for AWS Lambda (for example, metric ingestion via AWS Cloud Watch). For the Checkout function example (see below), the median response time is around 580ms.

Lambda 283

Lambda AWS Programming Serverless 283

Dynatrace

DECEMBER 9, 2020

For example, to address challenges like asynchronous communications or security and isolation in microservice architectures, organizations often introduce third-party libraries and frameworks like Hazelcast IMDG. Stay tuned for upcoming announcements around OpenTracing and OpenTelemetry. Dynatrace news. Deep-code execution details.

Java 222

Java Traffic Strategy Architecture 222

Dynatrace

APRIL 17, 2024

For example, on the Dynatrace platform, open the new Infrastructure & Operations app and navigate to any monitored host running on Linux on IBM Z (s390 architecture). Enabling the log ingestion setting applies to deployed OneAgents on Linux on IBM Z and LinuxONE. Next you can start using logs in your troubleshooting and analysis tasks.

Operating System 193

Operating System Energy Infrastructure Architecture 193

Dynatrace

DECEMBER 5, 2023

But take a look at the latest iterations of, for example, AWS Graviton2, which delivered a 40% price/performance boost, and Graviton3, which had an additional 27% price/performance improvement over Graviton2. In the following example, a synthetic monitor is set up for webpage uptime monitoring.

Efficiency 255

Efficiency Architecture Energy Monitoring 255

Dynatrace

APRIL 25, 2023

For example, to handle traffic spikes and pay only for what they use. With Davis AI exploratory analytics , Dynatrace gives you a helping hand to understand correlations between anomalies across all the telemetry. The elasticity of serverless services helps organizations scale as needed.

Serverless 196

Serverless Lambda Azure AWS 196

Dynatrace

MARCH 4, 2020

It helps you identify errors, analyze areas of struggle, and provides tons of analytical data for your testing teams. Data masking rules enable you to fine-tune and customize masking to protect any sensitive data that may be captured by your applications. Stay tuned and watch this space for upcoming announcements!

Tuning 225

Tuning Analytics Strategy Website 225

Dynatrace

JULY 24, 2023

For example, consider an e-commerce website that automatically sends personalized discount codes to customers who abandon their shopping carts. Let’s examine a few examples of answer-driven automation using AI and context. DevOps automation example #2: Threat detection and response Let’s build on the previous example.

DevOps 209

DevOps Traffic Efficiency Servers 209

The Netflix TechBlog

OCTOBER 27, 2020

Data scientists and engineers collect this data from our subscribers and videos, and implement data analytics models to discover customer behaviour with the goal of maximizing user joy. For example, in order to enhance our user experience, one online application fetches subscribers’ preferences data to recommend movies and TV shows.

Latency 243

Latency Storage Big Data Tuning 243

The Netflix TechBlog

JANUARY 10, 2024

For example, in Reloaded the video quality calculation was implemented inside the video encoder module. As an example, in Reloaded, the video encoding module bundles 5 steps: 1. The service also provides options that allow fine-tuning latency, throughput, etc., divide the input video into small chunks 2.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

FEBRUARY 9, 2022

SRE teams can easily provide templates for customized configuration of specific components, for example, tailored dashboards, metrics, alerts, SLOs, or remediation steps. This builds on existing functionality, including configurable dashboards and business analytics via API.

Code 205

Code Software Software DevOps 205

Dynatrace

FEBRUARY 1, 2020

Modern web applications rely heavily on Content Delivery Networks (CDNs) and 3rd-party integrations (for example, web analytics, tag managers, chat bots, A/B testing tools, ad providers, and more). The example below shows that this error is caused by a CDN issue that only occurs in Germany. Stay tuned for Part 2.

Tuning 185

Tuning Monitoring Network Best Practices 185

The Netflix TechBlog

JANUARY 13, 2022

Detection of Platform-wide Issues Pensive does error classification on individual workflow step failures, but by doing real-time analytics on the errors detected by Pensive using Apache Kafka and Apache Druid, we can quickly identify platform issues affecting many workflows. In the future, we are looking to automate this process.

Big Data 238

Big Data Infrastructure Metrics Hardware 238

The Netflix TechBlog

JULY 26, 2021

The paradigm spans across methods, tools, and technologies and is usually defined in contrast to analytical reporting and predictive modeling which are more strategic (vs. See example below. Consumer Schema Example Schema Compatibility Data Mesh uses Consumer Schema compatibility to achieve flexible yet safe schema evolution.

Big Data 253

Big Data Government Analytics Processing 253

Dynatrace

NOVEMBER 27, 2020

Our metric exporters allow for ingestion of OpenTelemetry-instrumented custom metrics into the Dynatrace open analytics and AI platform, giving you precise and actionable analytics across the entire software life cycle. Getting specific metrics from libraries that are pre-instrumented with OpenTelemetry (for example, database drivers).

Metrics 138

Metrics Open Source Lambda Serverless 138

Dynatrace

MAY 20, 2020

The new API allows you to realize use cases in reporting and data analytics and to further integrate custom applications with Dynatrace. Dynatrace Keptn , for example, uses the new Metrics API v2 to monitor the outcomes of application deployment. Example 1: Fetch a list of all host metrics. calc —Calculated metrics.

Metrics 216

Metrics Operating System Tuning Monitoring 216

Dynatrace

NOVEMBER 24, 2020

Below are a few examples within the five Well-Architected pillars for how Dynatrace empowers you: Dynatrace value within the AWS 5-pillars. Stay tuned. Dynatrace and AWS. through our AWS integrations and monitoring support.

AWS 141

AWS Artificial Intelligence Best Practices Lambda 141

Dynatrace

JULY 3, 2019

Examples of such issues include buttons that don’t work as expected, visuals that look like buttons but are indeed only labels, and so on. Usability analytics with rage clicks will be publicly available towards the end of June, 2019. These analytics capabilities can be used with or without enabling Session Replay.

Analytics 119

Analytics Tuning Mobile Monitoring 119

Dynatrace

JANUARY 19, 2021

Actionable analytics across the?entire For example, Amazon Alexa extensions are implemented as AWS Lambda functions. For example, they’re highly dynamic and often short-lived, which makes it difficult to identify issues and find their root causes before they impact business revenue or customer experience. for example,?how

Lambda 198

Lambda Serverless AWS Mobile 198

Dynatrace

SEPTEMBER 29, 2021

A standard Docker container can run anywhere, on a personal computer (for example, PC, Mac, Linux), in the cloud, on local servers, and even on edge devices. For a deeper look into how to gain end-to-end observability into Kubernetes environments, tune into the on-demand webinar Harness the Power of Kubernetes Observability.

Open Source 290

Open Source Traffic DevOps Cloud 290

Dynatrace

AUGUST 28, 2020

Azure Data Lake Analytics. For this, we selected three example services: Azure Automation, Azure Data Factory, and Azure Logic Apps. We’ll release additional monitoring support for new services soon, so stay tuned for further updates. Azure Logic Apps. Azure Container Instance. Azure Data Factory v1. Azure Data Factory v2.

Azure 150

Azure Cloud Tuning Monitoring 150

Dynatrace

DECEMBER 22, 2019

Amazon Kinesis Data Analytics. You can observe the metrics across service instances split by region (in this example, API Gateways in us-east-1 and us-east-2 ). Metrics for each service instance are presented in detailed charts—see the example for ECS below. Stay tuned for updates in Q1 2020. Amazon EMR. Amazon Redshift.

AWS 134

AWS Metrics IoT Storage 134

Dynatrace

DECEMBER 22, 2019

Amazon Kinesis Data Analytics. You can observe the metrics across service instances split by region (in this example, API Gateways in us-east-1 and us-east-2 ). Metrics for each service instance are presented in detailed charts—see the example for ECS below. Stay tuned for updates in Q1 2020. Amazon EMR. Amazon Redshift.

AWS 132

AWS Metrics IoT Storage 132

CSS Wizardry

NOVEMBER 3, 2020

Historically, I’d maybe look at Google Analytics—or a RUM solution if the client had one already—but this is only useful for showing me particular outliers, and not necessarily any patterns across the whole project. For example, my site has a homepage, content pages (e.g. See entry 6. Identify Page Types. That work is what comes next.

Speed 292

Speed Ecommerce Metrics Analytics 292

Dynatrace

JUNE 9, 2021

Examples range from online banking to personal entertainment delivery and e-commerce. Recent examples include: The Equifax data breach, in which the private records of 147.9 Positive filters are highly effective at blocking attacks but require constant tuning. What is web application security? million Americans, 15.2

Open Source 177

Open Source Entertainment Tuning Internet 177