Dynatrace

NOVEMBER 20, 2023

The first goal is to demonstrate how generative AI can bring key business value and efficiency for organizations. While technologies have enabled new productivity and efficiencies, customer expectations have grown exponentially, cyberthreat risks continue to mount, and the pace of business has sped up. What is causal AI?

AWS 206

AWS Artificial Intelligence Analytics Cloud 206

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 243

AWS Efficiency Azure Cloud 243

Dynatrace

OCTOBER 4, 2022

These technologies are poorly suited to address the needs of modern enterprises—getting real value from data beyond isolated metrics. Further, it builds a rich analytics layer powered by Dynatrace causational artificial intelligence, Davis® AI, and creates a query engine that offers insights at unmatched speed. Thus, Grail was born.

Artificial Intelligence 264

Artificial Intelligence Analytics Storage Architecture 264

Tasktop

MAY 28, 2020

“I feel the need — the need for speed” – Peter “Maverick” Mitchell . Just like the sky-soaring heroes of Top Gun, Cubic has only one speed — fast. Flow Metrics , as set out in the Flow Framework, are helping Cubic to see into their product value streams with a language that everyone can understand. Subscribe now.

Speed 52

Speed Metrics Transportation Hardware 52

Dynatrace

JUNE 28, 2019

As a full stack monitoring platform, Dynatrace collects a huge number of metrics for each OneAgent monitored host in your environment. Depending on the types of technologies you’re running on your individual hosts, the average number of metrics is about 500 per computational node. New metric identifiers and structure.

Metrics 102

Metrics Efficiency Monitoring Azure 102

Dynatrace

SEPTEMBER 8, 2022

Metrics and Logs : You can enable the collection of metrics and logs for Virtual Machine (VM) and App Services resources by installing Dynatrace OneAgent on those resources. Automatic collection of metrics and logs. Enabling developers to use their most loved tools and services makes them more productive and efficient.

Azure 228

Azure Cloud Virtualization Metrics 228

Dynatrace

AUGUST 29, 2022

Observability requires complete access to metrics, traces, and logs. OpenTelemetry is an open source standard for gathering observability signals, including metrics, traces, and logs. Overall, the survey identified three key market trends affecting observability. . 1: Observability is more of an attribute than a process .

Strategy 227

Strategy Open Source Metrics Cloud 227

Tasktop

DECEMBER 12, 2022

By adopting value stream management practices, including Flow Metrics, and leveraging insights from Planview Tasktop Viz, this company turned the tides, reducing Flow Time by 70%, improving quality, and leaving customers much happier. The organization set an ambitious target of becoming three times more efficient at its delivery. .

Metrics 52

Metrics Benchmarking Efficiency Speed 52

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 173

Analytics Ecommerce Metrics Innovation 173

MachMetrics

MARCH 21, 2019

Web performance metrics track the efficiency (or lack thereof) of any individual aspect of your website’s performance. Once you have started collecting some of these must-track web performance metrics for your website, inefficiencies will become clearer. Top 10 Web Perf Metrics to Track. Time to First Byte.

Metrics 74

Metrics Social Media Performance Speed 74

Dynatrace

AUGUST 2, 2021

Here’s a list of some key hyperscale benefits: Speed : Hyperscale makes it easy to manage your shifting computing needs. Increase operational efficiency : Hyperscale reduces the layers of control, making it easier to manage modern computer operations. appeared first on Dynatrace blog. The post What’s the hype with hyperscale?

Azure 262

Azure Cloud Google AWS 262

Dynatrace

DECEMBER 6, 2022

Observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces. This process includes the following functionalities: The Dynatrace dashboard tile defines any metric along with its target or SLO. The collected set of metrics are queries for some timeframe.

DevOps 215

DevOps Metrics Engineering Speed 215

Dynatrace

FEBRUARY 13, 2020

We’re able to help drive speed, take multiple data sources, bring them into a common model and drive those answers at scale.”. 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.

Performance 232

Performance Analytics Mobile Innovation 232

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. Performance efficiency. Figure 1 shows various host metrics and other data Dynatrace provides out of the box to help size your Azure host accordingly. Reliability.

Azure 184

Azure Monitoring Virtualization Metrics 184

Dynatrace

JULY 29, 2022

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. Databases, however, require indexing — a data structure that improves the speed of data retrieval — before log data can be searched and analyzed. Indexing overhead.

Analytics 211

Analytics Storage Retail Monitoring 211

Dynatrace

AUGUST 29, 2022

Observability requires complete access to metrics, traces, and logs. OpenTelemetry is an open source standard for gathering observability signals, including metrics, traces, and logs. Overall, the survey identified three key market trends affecting observability. . 1: Observability is more of an attribute than a process .

Strategy 130

Strategy Open Source Metrics Cloud 130

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

MAY 4, 2022

The greatest areas of value include deployment efficiency, addressing issues earlier in the development lifecycle, and cross-team collaboration. Although cloud-native technologies present challenges, IT teams recognize the immense value they bring to improving software quality and increasing the speed of development.

Cloud 179

Cloud DevOps Strategy Monitoring 179

Dynatrace

JULY 5, 2022

As organizations look to speed their digital transformation efforts, automating time-consuming, manual tasks is critical for IT teams. In fact, according to a Forrester Consulting report , implementing an AIOps approach that provides proactive visibility helped companies improve operational efficiency and reduce false-positive alerts by 95%.

Artificial Intelligence 282

Artificial Intelligence Cloud Innovation Strategy 282

Tasktop

JULY 17, 2019

The answer is Flow Metrics. Flow Metrics, as set out by the Flow Framework , expose big picture problems to help you make better business decisions. Even better, Flow Metrics use a language that business people can understand. 5 Everyday Problems Exposed by Flow Metrics. Here’s where a speed metric is useful.

Metrics 40

Metrics Software Software DevOps 40

Dynatrace

APRIL 6, 2022

A full-stack observability solution uses telemetry data such as logs, metrics, and traces to give IT teams insight into application, infrastructure, and UX performance. Check out the on-demand Power Demo, Dynatrace and Business Observability: Tying IT Metrics to Business Outcomes. appeared first on Dynatrace blog.

DevOps 228

DevOps Innovation Infrastructure Analytics 228

The Netflix TechBlog

MARCH 13, 2020

As mentioned in our earlier blog post , Intel and Netflix have been collaborating on the SVT-AV1 encoder and decoder framework since August 2018. The teams have been working closely on SVT-AV1 development, discussing architectural decisions, implementing new tools, and improving compression efficiency.

Open Source 154

Open Source Efficiency C++ Speed 154

Dynatrace

JULY 29, 2022

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. Databases, however, require indexing — a data structure that improves the speed of data retrieval — before log data can be searched and analyzed. Indexing overhead.

Analytics 178

Analytics Storage Retail Monitoring 178

Dynatrace

APRIL 28, 2020

In addition to APM , th is platform offers our customers infrastructure monitoring spanning logs and metrics, digital business analytics, digital experience monitoring, and AIOps capabilities. T he Dynatrace Software Intelligence Platform includes multiple modules, underpinned by a common data model.

DevOps 240

DevOps Innovation Monitoring Analytics 240

The Netflix TechBlog

OCTOBER 7, 2021

The goal of this blog post is to highlight the investment areas for this vision and the challenges we are facing today. Application version adoption over time for a staged rollout This chart represents a counter metric, which exhibits version adoption over the duration of a staged rollout.

Metrics 197

Metrics Mobile Testing Strategy 197

The Netflix TechBlog

NOVEMBER 20, 2023

In this blog post, we talk about the landscape and the challenges in workflows at Netflix. We will show how we are building a clean and efficient incremental processing solution (IPS) by using Netflix Maestro and Apache Iceberg. Note that the backfill support is skipped in this blog.

Processing 210

Processing Big Data Efficiency Engineering 210

Dynatrace

FEBRUARY 10, 2021

Today, the speed of software development has become a key business differentiator, but collaboration, continuous improvement, and automation are even more critical to providing unprecedented customer value. Dynatrace’s version awareness allows you to stay in control despite speeding up application delivery.

Cloud 165

Cloud DevOps Speed Azure 165

DZone

FEBRUARY 27, 2021

This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language. Considering all aspects and needs of current enterprise development, it is C++ and Java which outscore the other in terms of speed.

Java 207

Java C++ Benchmarking Programming 207

Dynatrace

FEBRUARY 2, 2022

According to Google G-Suite researchers , a good availability metric should be meaningful (captures user experience), proportional (change in the metric should be proportional to the change in user-perceived availability), and actionable (insight into why the metric is low or high). Let’s take service availability for example.

DevOps 192

DevOps Metrics Best Practices Latency 192

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. Not just logs, metrics and traces. The need for speed has never been more urgent in today’s hyper-digital age. 9 key DevOps metrics for success.

AWS 225

AWS Lambda Artificial Intelligence Serverless 225

Dynatrace

SEPTEMBER 30, 2020

The most successful organizations know that developing and deploying strategic workloads to the cloud in an efficient and effective manner is a great place to start innovating. Yet, migrating to the cloud at faster speeds without the right amount of visibility is similar to driving a sports car at midnight in a storm with no headlights!

Innovation 149

Innovation Speed Virtualization Infrastructure 149

Dynatrace

APRIL 30, 2021

According to the Dynatrace Autonomous Cloud survey , organizations are running into performance testing challenges in three areas: speed, quality, and scale. Challenges of scaling performance engineering affect speed, quality, and scale. Many organizations are looking for efficient ways to run more tests in less time.

Engineering 197

Engineering Testing Performance Performance Testing 197

Dynatrace

OCTOBER 14, 2021

A full-featured deterministic AIOps solution should lead to faster, higher-quality innovation, increased IT staff efficiency, and vastly improved business outcomes. The deviating metric is response time. AIOps is often presented as a way to reduce the noise of countless alerts, but it can and should be more than that.

Artificial Intelligence 208

Artificial Intelligence DevOps Innovation Metrics 208

Tasktop

AUGUST 3, 2021

It applies innovation that focuses on improving productivity, ensuring regulatory compliance, and efficiency in operations. As such, applying metrics will be different for each zone. Applying Flow Metrics to Zone Management. Flow Efficiency – the percentage of active vs wait time while work was in progress.

Metrics 52

Metrics Innovation Efficiency Games 52

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? Another huge advantage of that approach is speed. Two categories of AIOps.

Software 264

Software Software Artificial Intelligence Metrics 264

Dynatrace

JUNE 28, 2021

Infrastructure monitoring is the process of collecting critical data about your IT environment, including information about availability, performance and resource efficiency. ” Here, collecting metrics and monitoring performance help evaluate the efficacy of services rather than simply identifying their state. The challenge?

Infrastructure 176

Infrastructure Monitoring Artificial Intelligence Open Source 176

Dynatrace

NOVEMBER 15, 2021

Log analytics also help identify ways to make infrastructure environments more predictable, efficient, and resilient. With clear insight into crucial system metrics, teams can automate more processes and responses with greater precision. Together, they provide continuous value to the business. More automation. Accelerated innovation.

Analytics 205

Analytics Monitoring Artificial Intelligence DevOps 205