Scalegrid

FEBRUARY 6, 2025

By analyzing benchmark results, organizations can determine which system aligns best with their infrastructure needswhether its high-speed event processing or reliable message queuing for microservices. Apache Kafka primarily uses JAAS (Java Authentication and Authorization Service) for authentication.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

MAY 17, 2023

That is, relying on metrics, logs, and traces to understand what software is doing and where it’s running into snags. In addition to tracing, observability also defines two other key concepts, metrics and logs. When software runs in a monolithic stack on on-site servers, observability is manageable enough.

Metrics 245

Metrics Open Source Traffic Cache 245

The Netflix TechBlog

FEBRUARY 3, 2021

By open-sourcing the project, we hope to contribute to the Java and GraphQL communities and learn from and collaborate with everyone who will be using the framework to make it even better in the future. The transition to the new federated architecture meant that many of our backend teams needed to adopt GraphQL in our Java ecosystem.

Open Source 246

Open Source Java Architecture Metrics 246

Dynatrace

JULY 25, 2024

In fact, 76% of technology leaders say the dynamic nature of Kubernetes makes it more difficult to maintain visibility of their infrastructure compared with traditional technology stacks. “For example, if most teams run Java, it might not make sense trying to support an outlier. “And these layers tend to be similar.

Strategy 264

Strategy Engineering Open Source Java 264

Dynatrace

MAY 9, 2022

Cloud migration enables IT teams to enlist public cloud infrastructure so an organization can innovate without getting bogged down in managing all aspects of IT infrastructure as it scales. They need ways to monitor infrastructure, even if it’s no longer on premises. Right-sizing infrastructure. Repurchase.

Strategy 246

Strategy Cloud Infrastructure Metrics 246

Dynatrace

APRIL 13, 2023

Log auditing—and its investigative partner, log forensics—are becoming essential practices for securing cloud-native applications and infrastructure. As organizations adopt more cloud-native technologies, observability data—telemetry from applications and infrastructure, including logs, metrics, and traces—and security data are converging.

Java 246

Java Analytics Infrastructure Cloud 246

Dynatrace

OCTOBER 4, 2022

For IT infrastructure managers and site reliability engineers, or SREs , logs provide a treasure trove of data. These traditional approaches to log monitoring and log analytics thwart IT teams’ goal to address infrastructure performance problems, security threats, and user experience issues. where an error occurred at the code level.

Analytics 264

Analytics Storage Infrastructure Metrics 264

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. These CSI pods provide a unique way of solving a handful of infrastructure problems. Agent logs security.

Google 264

Google Cloud Innovation Infrastructure 264

Dynatrace

JANUARY 31, 2024

Monitoring SAP products can present challenges Monitoring SAP systems can be challenging due to the inherent complexity of using different technologies—such as ABAP, Java, and cloud offerings—and the sheer amount of generated data. SAP HANA server infrastructure monitored with OneAgent.

Java 246

Java Analytics Best Practices Monitoring 246

Dynatrace

SEPTEMBER 13, 2023

Citrix is critical infrastructure For businesses operating in industries with strict regulations, such as healthcare, banking, or government, Citrix virtual apps and virtual desktops are essential for simplified infrastructure management, secure application delivery, and compliance requirements.

Monitoring 246

Monitoring Healthcare Infrastructure Metrics 246

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.

Retail 306

Retail Storage Analytics Cloud 306

The Netflix TechBlog

JUNE 14, 2023

A single API team maintained both the Java implementation of the Falcor framework and the API Server. So, we relied on higher-level metrics-based testing: AB Testing and Sticky Canaries. To determine customer impact, we could compare various metrics such as error rates, latencies, and time to render.

Traffic 357

Traffic Latency Metrics Cache 357

Dynatrace

NOVEMBER 20, 2019

At Dynatrace, where we provide a software intelligence platform for hybrid environments (from infrastructure to cloud) we see a growing need to measure how mainframe architecture and the services running on it contribute to the overall performance and availability of applications. Network metrics are also collected for detected processes.

Availability 43

Availability Hardware Java Tuning 43

Dynatrace

FEBRUARY 25, 2021

This has led to the recent release of our new Lambda monitoring extension supporting Node.js, Java, and Python. Distributing accounts across the infrastructure is an architectural decision, as a given account often has similar usage patterns, languages, and sizes for their Lambda functions. file uploaded to AWS Lambda.

Lambda 278

Lambda AWS Monitoring Serverless 278

Dynatrace

JULY 22, 2024

Observability Observability is the ability to determine a system’s health by analyzing the data it generates, such as logs, metrics, and traces. There are three main types of telemetry data: Metrics. Metrics are typically aggregated and stored in time series databases for monitoring and alerting purposes.

Latency 264

Latency Best Practices Metrics Open Source 264

Dynatrace

JUNE 16, 2020

With the release of Dynatrace 1.194, we’ve added CPU related infrastructure metrics for LPARs (host metrics) and regions (process metrics) and expanded our multidimensional analysis to IBM Z systems, including CICS, IMS, and the CICS transaction gateway. . This metric helps you to understand your current workload.

Innovation 207

Innovation Metrics Infrastructure Programming 207

The Netflix TechBlog

SEPTEMBER 10, 2024

The first step is determining whether the problem originates from the application or the underlying infrastructure. Learn how Linux kernel instrumentation can improve your infrastructure observability with deeper insights and enhanced monitoring. One issue that often complicates this process is the "noisy neighbor" problem.

Latency 262

Latency Metrics Programming Monitoring 262

Dynatrace

NOVEMBER 3, 2023

focused on technology coverage, building on the flexibility of JMX for Java and Python-based coded extensions for everything else. are automatically distributed to a group of ActiveGates, balancing the load automatically and switching workloads in case of infrastructure failure, to assure continued monitoring execution.

Technology 264

Technology Technology Scalability Availability 264

Dynatrace

DECEMBER 2, 2021

Symptoms : No data is provided for affected metrics on dashboards, alerts, and custom device pages populated by the affected extension metrics. Infrastructure Monitoring. Settings > Anomaly detection > Infrastructure. Infrastructure Monitoring. Infrastructure Monitoring. Resolved issues.

Lambda 246

Lambda Azure Metrics Monitoring 246

Dynatrace

JULY 31, 2020

Apart from its best-in-class observability capabilities like distributed traces, metrics, and logs, Dynatrace OneAgent additionally provides automatic deep code-level insights for Java,NET, Node.js, PHP, and Golang, without the need to change any application code or configuration. Fully automated code-level visibility.

Monitoring 264

Monitoring Performance Java Processing 264

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 306

DevOps Software Engineering Games Java 306

Dynatrace

JANUARY 12, 2022

With other products, we had to make guesses about the impacted services based solely on metrics”. By observing these metrics, you can easily catch unbalanced message processing that could result in severe problems such as queue overflows when producer services send significantly more messages to the queue than consumer services can process.

Analytics 246

Analytics Systems DevOps Healthcare 246

Dynatrace

JULY 10, 2019

Dynatrace monitors your full stack and offers you thousands of metrics with almost zero configuration. This article we help distinguish between process metrics, external metrics and PurePaths (traces). OneAgent & application metrics. OneAgent & cloud metrics. Dynatrace news.

Java 197

Java Best Practices Metrics Azure 197

Dynatrace

MAY 1, 2020

Other distributions like Debian and Fedora are available as well, in addition to other software like VMware, NGINX, Docker, and, of course, Java. This is especially the case with microservices and applications created around multiple tiers, where cheaper hardware alternatives play a significant role in the infrastructure footprint.

Java 182

Java Hardware Metrics Tuning 182

Dynatrace

APRIL 21, 2022

Most monitoring tools for migrations, development, and operations focus on collecting and aggregating the three pillars of observability— metrics, traces, and logs. With Dynatrace’s full-stack monitoring capabilities, organizations can assess how underlying infrastructure resources affect the application’s performance.

Azure 246

Azure Monitoring Virtualization Metrics 246

The Netflix TechBlog

SEPTEMBER 8, 2020

service with a composable JavaScript API that made downstream microservice calls, replacing the old Java API. Java…Script? As Android developers, we’ve come to rely on the safety of a strongly typed language like Kotlin, maybe with a side of Java. We will talk more about how we used these metrics in the sections to follow.

Latency 241

Latency Cache Java Traffic 241

Dynatrace

AUGUST 16, 2022

For example: Infrastructure services might provide data about request timings that can give you a precise overview of system health, but the data is logged in a custom format. For example, Dynatrace recently introduced the extraction of log-based metrics for JSON logs. and product.quantity extracted automatically. time + batchjob2.time)).

Processing 246

Processing Metrics Monitoring Java 246

Dynatrace

APRIL 29, 2021

AWS Fargate is the exception to this rule: with the AWS serverless compute engine, paired with Dynatrace intelligent observability for Kubernetes, customers can forgo the complex burden of managing and monitoring their own server infrastructure. Flexible monitoring of pods with OneAgent on EKS. and Golang containers.

AWS 219

AWS Serverless Java Virtualization 219

Dynatrace

NOVEMBER 8, 2019

For full-stack monitoring, you need 360-degree visibility from each customer’s initial interaction with your applications, through the entire request call sequence, down to containers, infrastructure, and cloud. Seamlessly integrate custom metrics and create new value on top of Dynatrace.

Java 42

Java Metrics Cloud Monitoring 42

Dynatrace

JANUARY 28, 2021

For today’s highly dynamic and exceedingly complex production environments, performance problems that are evident at the service level (for example, slow response times or failed requests) are often the result of underlying (cloud) infrastructure issues. Unlock extended end-to-end traceability for OpenTelemetry-instrumented Go applications.

Traffic 242

Traffic Open Source Servers Cloud 242

Dynatrace

AUGUST 8, 2019

At Dynatrace, where we provide a software intelligence platform for hybrid environments (from infrastructure to cloud) we see a growing need to measure how mainframe architecture and the services running on it contribute to the overall performance and availability of applications. Network metrics are also collected for detected processes.

Availability 34

Availability Hardware Java Tuning 34

Dynatrace

OCTOBER 11, 2021

The headlining feature of GCP is Google’s Compute Engine , a service for creating and running virtual machines in the Google infrastructure—a direct analog to AWS’ EC2 instances and Azure’s VMs. GCF also enables teams to run custom-written code to connect multiple services in Node, Python, Go, Java,NET, Ruby, and PHP.

Google 246

Google Cloud Serverless Azure 246

The Netflix TechBlog

FEBRUARY 13, 2023

Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners. Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution.

Media 297

Media Storage Infrastructure Systems 297

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. They also care about infrastructure: SREs require system visibility and incident management. In Grabner’s example, he understood that there was an increased Java error rate on the front end of the application.

Development 290

Development DevOps Programming Cloud 290

Dynatrace

JUNE 13, 2022

They can develop software applications rapidly and gain access to extensible cloud resources without having to sink costs into IT plumbing or managing this infrastructure themselves. Spring4Shell: Detect and mitigate new zero-day vulnerabilities in the Java Spring Framework – blog. DevSecOps: Security by design.

Open Source 246

Open Source DevOps Java Innovation 246

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 255

Architecture Best Practices Engineering Open Source 255

Dynatrace

JULY 18, 2022

The OpenTelemetry project was created to address the growing need for artificial intelligence-enabled IT operations — or AIOps — as organizations broaden their technology horizons beyond on-premises infrastructure and into multiple clouds. The other option is semi-automatic instrumentation. ” Extended visibility.

Artificial Intelligence 246

Artificial Intelligence Open Source Analytics Monitoring 246