Event, Java and Metrics - Technology Performance Pulse

Dynatrace simplifies OpenTelemetry metric collection for context-aware AI analytics

Dynatrace

JANUARY 17, 2023

The release candidate of OpenTelemetry metrics was announced earlier this year at Kubecon in Valencia, Spain. Since then, organizations have embraced OTLP as an all-in-one protocol for observability signals, including metrics, traces, and logs, which will also gain Dynatrace support in early 2023.

Analytics

Analytics Metrics Open Source Java

What is? OpenTelemetry??An open-source standard for logs, metrics, and traces

Dynatrace

OCTOBER 15, 2021

Loosely defined, observability is the ability to understand what’s happening inside a system from the knowledge of the external data it produces, which are usually logs, metrics, and traces. Logs, metrics, and traces make up the bulk of all telemetry data. The data life cycle has multiple steps from start to finish.

Open Source

Open Source Metrics Cloud Transportation

Dynatrace and Red Hat expand enterprise observability to edge computing

Dynatrace

NOVEMBER 6, 2023

The Dynatrace ® unified observability and security platform addresses the needs of enterprise-edge scenarios by managing the health and performance of containerized applications and multi-cloud infrastructures with metrics, traces, and logs in one place. The following illustrations outline a typical Red Hat Device Edge and Dynatrace setup.

Retail

Retail Analytics Storage Cloud

Log auditing and log forensics benefit from converging observability and security data

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. for example, collate which and how many Java applications were attacked) Did we lose any critical data? Incomplete. Skills and expertise.

Analytics

Analytics Java Infrastructure Cloud

Application observability meets developer observability: Unlock a 360º view of your environment

Dynatrace

NOVEMBER 6, 2023

When an incident occurs, developers need to know what data to look at, where the incident occurred, and other relevant metrics. In this example, Grabner saw that the adservice workload was running on EKS and could see the relevant metrics, logs, services, events, error logs, and more. “Then, I add a breakpoint.

Development

Development DevOps Programming Cloud

Data Reprocessing Pipeline in Asset Management Platform @Netflix

The Netflix TechBlog

MARCH 10, 2023

After reading the asset ids using one of the ways, an event is created per asset id to be processed synchronously or asynchronously based on the use case. For asynchronous processing, events are sent to Apache Kafka topics to be processed. Asynchronous Flow : Data processor consumes the data events sent by the data extractor.

Media

Media Traffic Processing Design

Kubernetes OOMKilled troubleshooting: Diagnosing out-of-memory issues automatically

Dynatrace

DECEMBER 5, 2022

Both backend and report service are implemented in Java, but Robert found no Java runtime-related issues, either. Analyzing: Looking for unusual Kubernetes event activity. So Robert analyzed the data and events Dynatrace captured for the Kubernetes cluster responsible for keeping the pods running. But that’s about it.

Java

Java Traffic Education Storage

Dynatrace and Google unleash cloud-native observability for GKE Autopilot

Dynatrace

AUGUST 30, 2023

Cloud-native observability for Google’s fully managed GKE Autopilot clusters demands new methods of gathering metrics, traces, and logs for workloads, pods, and containers to enable better accessibility for operations teams. Managed Kubernetes clusters on GKE Autopilot have gained unprecedented momentum among enterprises.

Google

Google Cloud Innovation Infrastructure

Kubernetes in the wild report 2023

Dynatrace

JANUARY 16, 2023

Java, Go, and Node.js In general, metrics collectors and providers are most common, followed by log and tracing projects. Messaging : RabbitMQ and Kafka are the two main messaging and event streaming systems used. Java, Go, and Node.js Java Virtual Machine (JVM)-based languages are predominant.

Open Source

Open Source Java Operating System Programming

How OpenFeature — and feature flag standardization —enables high-quality continuous software delivery

Dynatrace

OCTOBER 24, 2022

With the support of many of the top feature flag companies and practitioners , OpenFeature has developed a vendor-neutral specification, and its software development kits (SDKs) for Java, JavaScript,NET, and Go SDKs are now generally available as a 1.0 Why do organizations need feature flags? What’s next for Dynatrace and OpenFeature?

Software

Software Software Open Source Cloud

Dynatrace automatically monitors OpenAI ChatGPT for companies that deliver reliable, cost-effective services powered by generative AI

Dynatrace

JUNE 7, 2023

It shows critical SLOs for latency and availability, as well as the most important OpenAI generative AI service metrics, such as response time, error count, and the overall number of requests. OneAgent can automatically monitor all C#,NET, Java, Go, and NodeJS bindings. Our example dashboard below visualizes OpenAI token consumption.

Monitoring

Monitoring Latency Metrics Azure

How Dynatrace uses Dynatrace to combat the Log4j vulnerability (Log4Shell)

Dynatrace

JANUARY 13, 2022

Log4Shell is a software vulnerability in Apache Log4j 2 , a popular Java library for logging information in applications. Using details provided by Dynatrace on suspicious events, we performed an extensive analysis of logs for the past weeks to ensure there were no successful attacks on this vulnerability.

Social Media

Social Media Strategy Media Java

Radically speed up your code by fixing slow or frequent garbage collection

Dynatrace

APRIL 8, 2020

Java Memory Management, with its built-in garbage collection, is one of the language’s finest achievements. However, garbage collection is one of the main sources of performance and scalability issues in any modern Java application. To see why, navigate to the Suspension chart on the JVM metrics tab. . Dynatrace news.

Speed

Speed Code Java Lambda

Simplify troubleshooting with AI-powered insights into connection pool performance (Early Adopter)

Dynatrace

DECEMBER 9, 2020

Furthermore, with this update you can: Get insights into connection pool metrics in context with the applications and services that use them. Get insights into connection pool metrics in context with the applications and services that use them. On the overview page you’ll find the metrics aggregated across all detected pools.

Traffic

Traffic Performance Database Metrics

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

FEBRUARY 19, 2019

Fun and Informative Events. Advertise your event here! Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.

Software

Software Software Analytics Infrastructure

Evolution of Netflix Conductor:

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. An event handler can be configured on these queues to trigger workflows or tasks to perform specific actions upon the terminal state of the workflow. Cassandra persistence module is a partial implementation.

Lambda

Lambda Media Open Source Metrics

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

MARCH 19, 2019

Fun and Informative Events. Advertise your event here! Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.

Software

Software Software Analytics Infrastructure

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

FEBRUARY 5, 2019

Fun and Informative Events. Advertise your event here! Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.

Software

Software Software Infrastructure Metrics

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

FEBRUARY 5, 2019

Fun and Informative Events. Advertise your event here! Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.

Software

Software Software Infrastructure Metrics

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

MARCH 5, 2019

Fun and Informative Events. Advertise your event here! Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.

Software

Software Software Analytics Infrastructure

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

JANUARY 19, 2019

Fun and Informative Events. Advertise your event here! Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.

Software

Software Software Infrastructure Metrics

Dynatrace Managed feature update, version 1.168

Dynatrace

MAY 15, 2019

Updated sliding time-frame window for custom metrics. Until now we had a sliding window of 28 days for custom metrics, which meant that you could consume unique metrics up to your licensed quota within a time frame of 28 days. This also meant that you had to wait 28 days until you could start collecting new metrics.

Storage

Storage Metrics Strategy Java

Leverage automated and intelligent observability for OpenTelemetry for Go with Dynatrace PurePath 4

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. Such monitoring data is critical to providing satisfying digital experiences and services to customers.

Traffic

Traffic Open Source Servers Cloud

Kubernetes Observability: Code Profiling With Flame Graphs

Percona

OCTOBER 12, 2023

Kubernetes limitations In Linux, by default, performance system events can’t be collected by unprivileged users. The kubectl-flame container has the hostPID option enabled, and this provides visibility of the underlying Kubernetes node process ID namespace to collect system events from running processes on the host.

Code

Code Tuning C++ Benchmarking

How Red Hat and Dynatrace intelligently automate your production environment

Dynatrace

MAY 6, 2024

Red Hat and Dynatrace integration overview The strategic partnership and integration between Red Hat and Dynatrace are game changers that solve each mentioned pain point: Easily ingest (and gain precise insights into) your logs, metrics, traces, and business data. In-context topology identification.

DevOps

DevOps Software Engineering Games Java

RSA Guide 2023: Cloud application security remains core challenge for organizations

Dynatrace

APRIL 11, 2023

The focus on bringing various organizational teams together—such as development, business, and security teams — makes sense as observability data, security data, and business event data coalesce in these cloud-native environments. This includes collecting metrics, logs, and traces from all applications and infrastructure components.

Cloud

Cloud DevOps Open Source Retail

Unlock end-to-end observability insights with Dynatrace PurePath 4 seamless integration of OpenTracing for Java

Dynatrace

DECEMBER 9, 2020

Dynatrace is fully committed to the OpenTelemetry community and to the seamless integration of OpenTelemetry data , including ingestion of custom metrics , into the Dynatrace open analytics platform. Find OpenTracing for Java seamlessly integrated into PurePath 4. ConcurrentMap<String, String> map = getTracingHazelcast().getMap("map");

Java

Java Traffic Strategy Architecture

Announcing enterprise-grade observability at scale for OpenTelemetry custom metrics (Part 2)

Dynatrace

NOVEMBER 27, 2020

Welcome back to the second part of our blog series on how easy it is to get enterprise-grade observability at scale in Dynatrace for your OpenTelemetry custom metrics. In Part 1 , we announced our new OpenTelemetry custom-metric exporters that provide the broadest language coverage on the market, including Go , .NET record(value); }.

Metrics

Metrics Open Source Lambda Serverless

Extend the AI and automation core of Dynatrace with custom plugins

Dynatrace

NOVEMBER 8, 2019

To achieve this, you need an open platform that allows you to seamlessly ingest new sources of data and events. Seamlessly integrate custom metrics and create new value on top of Dynatrace. With deep integration, Dynatrace can import metrics, properties, events, and topologies from other technologies. Yes, you can.

Java

Java Metrics Cloud Monitoring

Best of breed observability with Spring Micrometer and Dynatrace

Dynatrace

AUGUST 17, 2023

Spring also introduced Micrometer, a vendor-agnostic metric API with rich instrumentation options. Soon after, Dynatrace built a registry for exporting Micrometer metrics. Our data APIs, which ingest millions of metrics, traces, and logs per second, are reconciled using Micrometer-based metrics.

Metrics

Metrics Analytics Speed Java

The road to observability demo part 3: Collect, instrument, and analyze telemetry data automatically with Dynatrace

Dynatrace

MAY 17, 2023

Making applications observable—relying on metrics, logs, and traces to understand what software is doing and how it’s performing—has become increasingly important as workloads are shifting to multicloud environments. We also introduced our demo app and explained how to define the metrics and traces it uses.

Metrics

Metrics Monitoring Database Network

Dynatrace simplifies OpenTelemetry metric collection for context-aware AI analytics

What is? OpenTelemetry??An open-source standard for logs, metrics, and traces

Trending Sources

Dynatrace and Red Hat expand enterprise observability to edge computing

Log auditing and log forensics benefit from converging observability and security data

Application observability meets developer observability: Unlock a 360º view of your environment

Data Reprocessing Pipeline in Asset Management Platform @Netflix

Kubernetes OOMKilled troubleshooting: Diagnosing out-of-memory issues automatically

Dynatrace and Google unleash cloud-native observability for GKE Autopilot

Kubernetes in the wild report 2023

How OpenFeature — and feature flag standardization —enables high-quality continuous software delivery

Dynatrace automatically monitors OpenAI ChatGPT for companies that deliver reliable, cost-effective services powered by generative AI

How Dynatrace uses Dynatrace to combat the Log4j vulnerability (Log4Shell)

Sponsored Post: InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Radically speed up your code by fixing slow or frequent garbage collection

Sponsored Post: InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Simplify troubleshooting with AI-powered insights into connection pool performance (Early Adopter)

Sponsored Post: InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Etleap, PerfOps, InMemory.Net, Triplebyte, Stream, Scalyr

Sponsored Post: Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr, MemSQL

Sponsored Post: Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr, MemSQL

Sponsored Post: Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Evolution of Netflix Conductor:

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr, MemSQL

Sponsored Post: NationBuilder, Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr, MemSQL

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: NationBuilder, Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr, MemSQL

Sponsored Post: pMD, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Dynatrace Managed feature update, version 1.168

Leverage automated and intelligent observability for OpenTelemetry for Go with Dynatrace PurePath 4

Kubernetes Observability: Code Profiling With Flame Graphs

How Red Hat and Dynatrace intelligently automate your production environment

RSA Guide 2023: Cloud application security remains core challenge for organizations

Unlock end-to-end observability insights with Dynatrace PurePath 4 seamless integration of OpenTracing for Java

Announcing enterprise-grade observability at scale for OpenTelemetry custom metrics (Part 2)

Extend the AI and automation core of Dynatrace with custom plugins

Best of breed observability with Spring Micrometer and Dynatrace

The road to observability demo part 3: Collect, instrument, and analyze telemetry data automatically with Dynatrace

Sponsored Post: PerfOps, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: PerfOps, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

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