Dynatrace

NOVEMBER 9, 2023

However, they can also be used to monitor optimization processes effectively. Efficient coordination among resource usage, requests, and allocation is critical. It’s important to choose the right metrics to track based on your objective. It provides insights into how efficiently the blocked resources are being utilized.

Efficiency 273

Efficiency Monitoring Best Practices Open Source 273

Dynatrace

APRIL 8, 2024

This blog explores how vertically integrated risk management solutions that use AI and automation enable unparalleled visibility, control, and efficiency for risk management in banking. Optimize the IT infrastructure supporting risk management processes and controls for maximum performance and resilience.

Analytics 200

Analytics Infrastructure Efficiency Technology 200

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

OCTOBER 14, 2019

You might already use Dynatrace Log Monitoring to gain direct access to the log content of your system’s mission-critical processes. In such cases, you need the ability to turn log data into custom metrics. Improved monitoring insights with AI-powered custom log metrics. How to create custom metrics based on logs.

Metrics 117

Metrics Monitoring AWS Availability 117

Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. Bringing together metrics, logs, traces, problem analytics, and root-cause information in dashboards and notebooks, Dynatrace offers an end-to-end unified operational view of cloud applications.

Cache 204

Cache Azure Infrastructure Monitoring 204

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty This blog post will cover how Psyberg helps automate the end-to-end catchup of different pipelines, including dimension tables. In the previous installments of this series, we introduced Psyberg and delved into its core operational modes: Stateless and Stateful Data Processing.

Tuning 244

Tuning Processing C++ Efficiency 244

Dynatrace

NOVEMBER 2, 2023

But with many organizations relying on traditional, manual processes to ensure service reliability and code quality, software delivery speed suffers. But according to the 2023 DevOps Automation Pulse , only 56% of end-to-end DevOps processes are automated. Organizations with underdeveloped automation can face detrimental consequences.

DevOps 204

DevOps Benchmarking Azure Innovation 204

Dynatrace

NOVEMBER 3, 2023

Many consider it an effective solution for improving efficiency and overall satisfaction for developers across a variety of organizations and industries. This blog wil cover the importance of platform engineering, the role of a platform engineer, and where the practice is heading in the future. Why is platform engineering important?

Engineering 210

Engineering DevOps Software Engineering Scalability 210

Dynatrace

SEPTEMBER 8, 2023

In part 1 of this blog series , we explored the concept of business observability, its significance, and how real-time visibility aids in making informed decisions. Dynatrace users typically use extensions to pull technical monitoring data, such as device metrics, into Dynatrace.

Database 269

Database Artificial Intelligence Metrics Monitoring 269

Tasktop

JULY 22, 2021

We must have a deep understanding of what changes will have the biggest impact on velocity, predictability, efficiency, throughput and so on.”. That’s why I’m so excited to see Flow Metrics added to the latest SAFe iteration. That’s why I’m so excited to see Flow Metrics added to the latest SAFe iteration. A Flow-Based System.

Metrics 98

Metrics DevOps Efficiency Benchmarking 98

Tasktop

JULY 1, 2021

And like any process, you need meaningful data insights to understand how fast you’re delivering, what’s slowing you down and what you can do to improve. In this blog, you’ll learn the difference between DORA and Flow Metrics and how they complement each other. . DORA Metrics: Gold Standard for Releasing Code.

Metrics 59

Metrics DevOps Efficiency Software 59

Dynatrace

SEPTEMBER 8, 2022

Metrics, logs , and traces make up three vital prongs of modern observability. Together with metrics, three sources of data help IT pros identify the presence and causes of performance problems, user experience issues, and potential security threats. These two processes feed into one another.

Systems 185

Systems Cloud Analytics DevOps 185

The Netflix TechBlog

NOVEMBER 14, 2023

Many metrics in Netflix’s financial reports are powered and reconciled with efforts from our team! In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! Given our role on this critical path, accuracy is paramount. Let’s dive in!

Data Engineering 264

Data Engineering Engineering Processing Games 264

Dynatrace

JUNE 5, 2023

What F5 extensions do Dynatrace extensions are equipped with “domain knowledge,” providing you with the necessary information to monitor your F5 BIG-IP instances efficiently. By analyzing metric anomalies between hosts and load balancers, Davis AI can quickly resolve problems, thus expediting the process. What’s next?

Traffic 193

Traffic Virtualization Metrics Monitoring 193

Tasktop

DECEMBER 12, 2022

In a world where agility and rapid feature delivery are crucial, sprawling, siloed organizations laden with top-down processes are at a disadvantage. This team was ripe for change, so they were chosen to pilot the organization’s agile transformation, using Flow Metrics to guide and measure their progress.

Metrics 52

Metrics Benchmarking Efficiency Speed 52

Dynatrace

MAY 12, 2022

Remediation tracking now enables you to view the risk assessment for the process groups affected by a vulnerability. Reintroduced a limit of 100,000 process group instances (last 72h) running on hosts presented on the “Deployment status” page for OneAgents. (APM-370529). To stay tuned, keep an eye on our release notes.

Tuning 191

Tuning Metrics Cloud Mobile 191

Dynatrace

MARCH 27, 2024

This is the ability to see into and measure the current state of a system based on the data it generates, which typically includes logs, metrics, traces, end-user experiences, and context across cloud, multi-cloud, and hybrid environments. This blog originally appeared in Federal News Network. First, let’s discuss observability.

Government 159

Government Network Artificial Intelligence Cloud 159

Dynatrace

JULY 25, 2022

A full list of metrics can be found here and include dimensions such as the following: Packets. When it comes to logs and metrics, the Dynatrace platform provides direct access to the log content of all mission-critical processes. Automate cloud operations and trigger remediation workflow to enhance efficiency.

AWS 217

AWS Transportation Network Traffic 217

Tasktop

JUNE 28, 2022

Nowadays, frameworks like SAFe ® recommend that you use Flow Metrics to measure and improve efficiency, velocity, and predictability. If you like story points and want to keep story points around, the question becomes, “when is it appropriate to rely on story points, and when should we use Flow Metrics?” What are Flow Metrics?

Metrics 52

Metrics Traffic Efficiency Design 52

Dynatrace

OCTOBER 17, 2023

As a result, IT organizations are overwhelmed as they strive to balance cost control processes with ensuring that their respective organizations have access to all the data required for their various use cases. Ingest and process. In contrast, answer-centric pricing simply charges customers when they query data.

Retail 236

Retail Storage Best Practices Architecture 236

Dynatrace

SEPTEMBER 1, 2022

To measure service quality, IT teams monitor infrastructure, applications, and user experience metrics, which in turn often support service level objectives (SLO)s. But these metrics and SLOs are only indirectly connected to business KPIs, which often leads to misplaced priorities, ineffective collaboration, and lost business opportunities.

Analytics 175

Analytics Ecommerce Metrics Innovation 175

Dynatrace

APRIL 25, 2023

In this blog post, we will discuss some of these challenges and how to overcome them. Observability is typically achieved by collecting three types of data from a system, metrics, logs and traces. It helps developers and operators identify and troubleshoot issues, optimize performance and improve user experience.

Serverless 206

Serverless Lambda Azure AWS 206

Dynatrace

JULY 29, 2022

Log analytics is the process of viewing, interpreting, and querying log data so developers and IT teams can quickly detect and resolve application and system issues. It’s also common for teams, as part of their log monitoring practice, to write business metrics to a log that can then be tracked on a dashboard or trigger an alert.

Analytics 214

Analytics Storage Retail Monitoring 214

Dynatrace

AUGUST 16, 2023

SLOs are specifically processed metrics that help businesses balance breakthroughs with reliability. SLO monitoring is an IT process that tracks microservices architecture health based on metrics that express specific performance targets. To manage this crucial aspect, many companies adopt service level objectives (SLOs).

Monitoring 184

Monitoring DevOps Metrics Innovation 184

The Netflix TechBlog

OCTOBER 7, 2021

Hence, it became important to supplement our release decisions with strong evidence received from the field during the update process. The goal of this blog post is to highlight the investment areas for this vision and the challenges we are facing today. There is a gradual increase in the percentage of devices switching to N+1 version.

Metrics 197

Metrics Mobile Testing Strategy 197

The Netflix TechBlog

NOVEMBER 29, 2023

As noted in an earlier blog post , we began developing an HDR variant of VMAF; let’s call it HDR-VMAF. This is achieved by more efficiently spacing the ladder points, especially in the high-bitrate region. A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. Krasula, A.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

NOVEMBER 3, 2020

A few months ago we wrote about how you can scale your API operations with our version 2 APIs , by showing off the Dynatrace Metrics API v2 and the Monitored entities API v2. Define SLOs and KPIs for your services by fetching root cause details across the Problems, Metrics, and Events API endpoints.

Metrics 245

Metrics Monitoring Efficiency Availability 245

Dynatrace

FEBRUARY 2, 2022

A broken SLO with no owner can take longer to remediate and is more likely to recur compared to an SLO with an owner and a well-defined remediation process. Establish the relevant service level indicators (SLIs) that need to be monitored, the process for remediating any issues, the relevant tools required, and timeframes for resolution.

DevOps 195

DevOps Metrics Best Practices Latency 195

Dynatrace

FEBRUARY 8, 2021

Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. Logs and events play an essential role in this mix; they include critical information which can’t be found anywhere else, like details on transactions, processes, users and environment changes.

Cloud 259

Cloud Azure Analytics AWS 259

Dynatrace

JULY 29, 2022

Log analytics is the process of viewing, interpreting, and querying log data so developers and IT teams can quickly detect and resolve application and system issues. It’s also common for teams, as part of their log monitoring practice, to write business metrics to a log that can then be tracked on a dashboard or trigger an alert.

Analytics 180

Analytics Storage Retail Monitoring 180

Dynatrace

SEPTEMBER 3, 2020

I would like to discuss two of them in this blog and show an alternative approach. Inevitably, this leads to one very important question addressing the efficiency of ML: can such an AI ever keep up with frequent changes and deployments? The second major concern I want to discuss is around the data processing chain.

Software 264

Software Software Artificial Intelligence Metrics 264

Percona

JUNE 22, 2023

In this blog, we will explore various MySQL KPIs that are basic and essential to track using monitoring tools like PMM. We will also discuss related configuration variables to consider that can impact these KPIs, helping you gain a comprehensive understanding of your MySQL server’s performance and efficiency.

Performance 106

Performance Monitoring Traffic Database 106

Dynatrace

FEBRUARY 13, 2020

With this announcement: Davis now automatically ingests additional Kubernetes events and metrics, including state changes, workload changes and critical events across clusters, containers and runtimes. Ability to create custom metrics and events from log data, extending Dynatrace observability to any application, script or process.

Performance 235

Performance Analytics Mobile Innovation 235

ACM Sigarch

AUGUST 3, 2023

(Editor’s Note: This post was submitted as a rebuttal to Andrew Chien’s July 24 SIGARCH Blog Post ) The recent post “ Why Embodied Carbon is a poor Architecture Design metric, and Operational Carbon remains an important Problem ” by Prof. These tools account for differences among fab locations and fabrication processes.

Energy 98

Energy Architecture Hardware Metrics 98

Dynatrace

AUGUST 26, 2020

In this blog post, I’d like to share with you three major improvements that we’ve implemented recently that enable you to achieve more at no additional cost, helping you to gain new insights with higher fidelity PurePaths, monitor more entities, and automate more. Optimal metric storage management strategy.

Performance 150

Performance Hardware Java Storage 150

Dynatrace

MAY 26, 2021

This blog dives into what we learned by listening to experts in the field and the key takeaways we gathered from the talks. To improve their alerting system, the team decided to move to SLO/SLI-based alerting, which require deeper knowledge of the application but are more helpful than generalized metric alerts. We second that.

AWS 211

AWS Strategy Storage Metrics 211

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. Expanding on the traditional observability pillars of metrics, logs, and traces, DEM collects user experience data to complete the end-to-end picture.

Monitoring 202

Monitoring Social Media IoT Metrics 202