Dynatrace

JULY 23, 2020

With the advent and ingestion of thousands of custom metrics into Dynatrace, we’ve once again pushed the boundaries of automatic, AI-based root cause analysis with the introduction of auto-adaptive baselines as a foundational concept for Dynatrace topology-driven timeseries measurements. In many cases, metric behavior changes over time.

Metrics 204

Metrics Innovation Strategy Monitoring 204

Dynatrace

APRIL 5, 2024

For instance, consider how fine-tuned failure rate detection can provide insights for comprehensive understanding. Please refer to How to fine-tune failure detection (dynatrace.com) for further information. Let’s assume we created a service-availability SLO, monitoring the request failure count against the overall request counts.

Efficiency 217

Efficiency Traffic Tuning Metrics 217

The Netflix TechBlog

JUNE 7, 2021

At much less than 1% of CPU and memory on the instance, this highly performant sidecar provides flow data at scale for network insight. Network Availability: The expected continued growth of our ecosystem makes it difficult to understand our network bottlenecks and potential limits we may be reaching.

Network 325

Network Transportation AWS Cloud 325

Dynatrace

OCTOBER 7, 2020

We’re happy to announce that by opening up Dynatrace OneAgent for integration of custom metrics, Dynatrace has automated alerting on crucial metrics and removes the need to maintain local configurations for StatsD, Telegraf, and Prometheus—even in the largest of environments, which can include hundreds of thousands of instances and containers.

Open Source 250

Open Source Metrics Analytics Tuning 250

The Netflix TechBlog

NOVEMBER 11, 2022

Data analysis and machine learning techniques are great candidates to help secure large-scale streaming platforms. We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them.

C++ 312

C++ Metrics Tuning Strategy 312

The Netflix TechBlog

OCTOBER 15, 2019

Part I: Overview Andreas Andreakis , Falguni Jhaveri , Ioannis Papapanagiotou , Mark Cho , Poorna Reddy , Tongliang Liu Overview It is a commonly observed pattern for applications to utilize multiple datastores where each is used to serve a specific need such as storing the canonical form of data (MySQL etc.), caching (Memcached etc.),

Transportation 192

Transportation Architecture Processing Storage 192

Dynatrace

MAY 12, 2022

To stay tuned, keep an eye on our release notes. General Availability (Build 1.241.153). General Availability (Build 1.241.153). A heap dump is no longer produced when the session list has a large amount of data. (RUM-5590). So the migrator checks for dashboards with SLO tiles and changes LABELS -> METRICS.

Tuning 185

Tuning Metrics Cloud Mobile 185

Dynatrace

FEBRUARY 8, 2021

Also, these modern, cloud-native architectures produce an immense volume, velocity, and variety of data. Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. Collecting data requires massive and ongoing configuration efforts.

Cloud 256

Cloud Azure Analytics AWS 256

SQL Performance

SEPTEMBER 17, 2019

This article will cover many areas that database administrators need to be aware of in order to properly license, recover, and tune a Reporting Services installation. Unless the key is backed up, any protected data, such as connection strings and passwords, can't be decrypted. Tuning Options. Reporting Services Infrastructure.

Tuning 67

Tuning Servers Database Best Practices 67

Dynatrace

JULY 10, 2023

Here is what a few of these customers say about Dynatrace: “ Dynatrace has been a game changer in our ability to respond to incidents, identify areas for performance tuning, and gain meaningful data from user behavior analysis.” Director of infrastructure, software sector “ Strong technology and stronger people. Download now!

Monitoring 213

Monitoring Retail Performance Government 213

Dynatrace

APRIL 26, 2022

Fast, consistent application delivery creates a positive user experience that can ultimately drive customer loyalty and improve business metrics like conversion rate and user retention. DEM can give organizations business observability—insight into the effects of user experience on the bottom line.

Monitoring 196

Monitoring Social Media IoT Metrics 196

Dynatrace

NOVEMBER 14, 2023

Along the journey, monitored entities can be selected to provide the context to fetch the right data from Dynatrace Grail™. Allow for flexibility Custom query variables are available to fine-tune guardian objectives and maintain flexibility in fetching data from Grail.

Government 186

Government Best Practices DevOps Engineering 186

Dynatrace

OCTOBER 6, 2022

Jaeger and Prometheus backends for displaying the collected traces and metrics, but you can easily configure alternative backends. You can ingest OpenTelemetry data in two ways: using Dynatrace OneAgent technology or using OpenTelemetry Protocol (OTLP), which relies exclusively on open source technology. Dynatrace metrics exporter ?

Open Source 167

Open Source Metrics Tuning Technology 167

Dynatrace

JUNE 8, 2021

Observability is a topic at the top of mind for all architects, Site Reliability Engineers (SREs), and more – each wanting to use observability to proactively detect issues and guarantee the best experience and availability to users. Metric 2: number of requests in error. Let’s start by creating a dashboard to follow our metrics.

Metrics 161

Metrics Tuning Programming Systems 161

Dynatrace

MAY 4, 2021

At Dynatrace, we strive to provide enterprise-grade observability regardless of the data source. As such, we recently opened up our platform for metric ingestion and log monitoring and built integrations for key formats in those spaces. Meet data privacy requirements and control the scope of stored span data.

Cloud 264

Cloud Java Tuning Monitoring 264

Dynatrace

JULY 2, 2020

Large enterprise environments are often distributed across multiple data centers around the world. Unnecessary traffic between such data centers can result in wasted resources, unpredictable downtimes, and lost business. preventing unrelated traffic between data centers and regions. optimizing traffic routing.

Network 158

Network Traffic Tuning Infrastructure 158

Dynatrace

DECEMBER 2, 2021

These can include business metrics, such as conversion rates, uptime, and availability; service metrics, such as application performance; or technical metrics, such as dependencies to third-party services, underlying CPU, and the cost of running a service. availability of a website over a year, your error budget is.05%.

Metrics 184

Metrics Best Practices DevOps Infrastructure 184

The Netflix TechBlog

NOVEMBER 9, 2021

To achieve this goal, the Encoding Technologies team made the following design decisions about AV1 encoding recipes: We always encode at the highest available source resolution and frame rate. The Encoding Technologies team took a first stab at this problem by fine-tuning the encoding recipe. Some titles (e.g.,

Media 246

Media Open Source Efficiency Software Engineering 246

Dynatrace

JUNE 2, 2020

Dynatrace v2 APIs transform your entire organization by making it as easy as possible to get started with monitoring automation and to solve your business problems with data-driven answers. Every-team API : We want to provide API success for all teams that want to make data-driven business decisions.

Metrics 185

Metrics Scalability Tuning Monitoring 185

The Netflix TechBlog

JUNE 15, 2022

This post will discuss how Studio Search supports querying the data available in these indices. One other challenge for the users when writing the search queries is to understand the fields that are available in the index and the associated types.

Engineering 183

Engineering Architecture Availability Tuning 183

Dynatrace

AUGUST 16, 2021

Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Since becoming General Availability in the fall of 2019 , GitHub Actions has helped teams automate continuous integration and continuous delivery (CI/CD) workflows for code builds, tests, and deployments.

Software 246

Software Software Open Source Azure 246

Scalegrid

JANUARY 11, 2024

Customized security measures tailored to the specific architecture and workloads of each organization’s cloud infrastructure can effectively protect data from potential threats or vulnerabilities. On-premise management tools can also be integrated with the cloud for enhanced protection.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Percona

FEBRUARY 24, 2023

As a result, it becomes increasingly important to protect the confidentiality of information to prevent data leaks and facilitate easy access to relevant data sources and tools for the related teams without having to sift through unrelated databases or environmental data. to monitor and diagnose. +50

Metrics 108

Metrics Monitoring Database Engineering 108

Scalegrid

MARCH 22, 2024

This covers everything from tech specs and what you expect from the service to security, how you’ll handle data, and how services will be managed. Hosting either on-premises or with third-party data center providers and deciding whether management services should be conducted internally or outsourced.

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

NOVEMBER 17, 2020

With the arrival of this release candidate (RC), the community’s focus now shifts to providing tracing RC component releases, as well as producing a metrics specification RC. With these release candidate APIs available, instrumentation for web frameworks, storage clients, and much more can be built. Stay tuned, there’s more to come!

Open Source 151

Open Source Software Engineering Government Java 151

Percona

OCTOBER 12, 2023

That said, your application may not be in the list of supported languages, but if it’s compatible with any of the available profilers, you can still produce flame graphs. The first step is to identify the UID from the pod we want to collect system metrics and the underlying Worker node where it’s running.

Code 111

Code Tuning C++ Benchmarking 111

The Netflix TechBlog

AUGUST 30, 2021

For example, when running tests, the state of the device will change from “available for testing” to “in test.” These checkpoint events enable faster state reconstruction by consumers of the data feed while guarding against missed updates. Control Plane MQTT forms the basis of the control plane for the Device Management Platform.

Latency 213

Latency Traffic Transportation Hardware 213

The Netflix TechBlog

FEBRUARY 13, 2024

Spot the Difference Can you spot any difference between the two data streams below? An example data stream for an A/B test where each observation represents play-delay for the control (left) and treatment (right). Can you spot any differences in the statistical distributions between the two data streams?

Testing 239

Testing Software Software Metrics 239

Dynatrace

OCTOBER 28, 2019

A few months ago, we released user session queries to enable you to dive deep into your customers’ user session data. Today, we’re happy to announce that this powerful feature has been enhanced with data exploration and visualization capabilities. Easily compare and view trends on multiple metrics with the new visualization.

Website 102

Website Metrics Tuning Analytics 102

Dynatrace

MAY 17, 2022

By taking advantage of native Kubernetes standards, Dynatrace Cloud Native Full Stack injection empowers you to precisely provide the data that your teams need in exceptionally fast and automated ways. A team looking for metrics, traces, and logs no longer needs to file a ticket to get their app monitored in their own environments.

Availability 309

Availability Scalability Cloud Metrics 309

Dynatrace

MAY 5, 2021

The “shift-left” mindset seeks to harness the data generated by applications and processes, and makes full use of it earlier in the production cycle. Requirements surrounding the availability of both services and data are common, and they clearly define the consequences for failure to perform. Meanwhile, in the U.S.,

Benchmarking 176

Benchmarking Latency Speed Software 176

Percona

AUGUST 17, 2023

It’s used for data management (shocker), application development, and data analytics. In another survey, using multiple metrics for overall popularity, PostgreSQL ranks as the fourth most popular database management system ( DB-Engines, March 2023 ). How-to documentation is readily available.

Open Source 80

Open Source Healthcare Social Media Database 80

Dynatrace

JULY 16, 2021

This week my colleague Michael Winkler announced the general availability of Cloud Automation quality gates , a new capability that aims to provide answer-driven release validation as part of your delivery process. Automatically configure Dynatrace, e.g., dashboards, management zones, metrics. Stay tuned, stay connected, stay healthy!

DevOps 242

DevOps Open Source Cloud Azure 242

Adrian Cockcroft

NOVEMBER 26, 2023

Google Cloud and Microsoft Azure released Scope 3 data in 2021. Access open data from the Amazon Sustainability Data Initiative (ASDI) with Amazon S3 and an API to explore air quality by geography. million deaths per year and around 91 percent of the world’s population lives where air quality levels exceed WHO limits.

AWS 52

AWS Energy IoT Best Practices 52

The Netflix TechBlog

AUGUST 1, 2022

Data Mesh?—?A A Data Movement and Processing Platform @ Netflix By Bo Lei , Guilherme Pires , James Shao , Kasturi Chatterjee , Sujay Jain , Vlad Sydorenko Background Realtime processing technologies (A.K.A After evaluating the options , the team has decided to create Data Mesh as our next generation data pipeline solution.

Processing 272

Processing Transportation Entertainment Tuning 272

Dynatrace

MAY 6, 2019

And while those enterprises are moving applications to modern cloud stacks for agility and competitive advantage, these applications often still depend on critical transactions and ‘crown jewels’ customer data residing on IBM Z mainframes. This is available 24×7 for all transactions in your production environments. CICS sockets).

Java 116

Java Programming Technology Technology 116

The Netflix TechBlog

JULY 26, 2021

From the moment a Netflix film or series is pitched and long before it becomes available on Netflix, it goes through many phases. Operational Reporting is a reporting paradigm specialized in covering high-resolution, low-latency data sets, serving detailed day-to-day activities¹ and processes of a business domain.

Big Data 253

Big Data Government Analytics Processing 253