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. Deploy risk-based estimates and models with confidence, accuracy, transparency, and speed. Automated issue resolution.

Analytics 194

Analytics Infrastructure Efficiency Technology 194

Dynatrace

MARCH 29, 2024

As a result, organizations are turning to AI to automate tasks—from code development to incident response—to reduce manual effort and human error, and to boost workforce efficiency. And for DevOps, it means accelerating DevOps processes, improving agility, and speeding time to market.

Artificial Intelligence 177

Artificial Intelligence DevOps Strategy Open Source 177

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

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 240

AWS Efficiency Azure Cloud 240

Dynatrace

NOVEMBER 2, 2023

But with many organizations relying on traditional, manual processes to ensure service reliability and code quality, software delivery speed suffers. Without autonomous operations, DevOps teams face an increased volume of manual interventions, which are detrimental to productivity, cost efficiency, and employee satisfaction.

DevOps 198

DevOps Benchmarking Azure Innovation 198

Rigor

JULY 9, 2019

In the past, the answer would be based on the load time of a page, but over the years, we have evolved our approach to site speed to incorporate new metrics, alone or in combination with existing metrics. The next evolution of performance brought in paint metrics. This is where so-called interactivity metrics come in.

Metrics 40

Metrics Speed Benchmarking Website 40

Dynatrace

MAY 23, 2024

Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume. Recovery time of the throughput metric. On the other hand, Kafka Streams has limited performance, and Spark Structured Streaming has limited native support for EOS.

Engineering 174

Engineering Tuning Latency Open Source 174

Dynatrace

SEPTEMBER 22, 2022

Staying ahead of customer needs requires speed and agility from all phases of the software development life cycle (SDLC). DevOps automation tools speed up delivery cycles by reducing human error and bottlenecks, resulting in fewer and shorter feedback loops. It helps to assess the long- and short-term efficiency and speed of DevOps.

DevOps 182

DevOps Innovation Speed Monitoring 182

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

FEBRUARY 1, 2024

Business and technology leaders are increasing their investments in AI to achieve business goals and improve operational efficiency. Organizations that miss out on implementing AI risk falling behind their competition in an age where software delivery speed, agility, and security are crucial success factors.

Artificial Intelligence 179

Artificial Intelligence Analytics Efficiency Database 179

Dynatrace

OCTOBER 4, 2023

Companies that exploit these technologies can discover risks early, remediate problems, and to innovate and operate more efficiently are likely to achieve competitive advantage. Modern observability Observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources.

Media 246

Media Open Source Efficiency Software Engineering 246

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 170

Analytics Ecommerce Metrics Innovation 170

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 229

Performance Analytics Mobile Innovation 229

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 208

Analytics Storage Retail Monitoring 208

Dynatrace

NOVEMBER 2, 2022

Organizations have increasingly turned to software development to gain competitive edge, to innovate and to enable more efficient operations. According to Dynatrace research, 89% of CIOs said digital transformation accelerated over the course of 2020 , and 58% predicted it will continue to speed up. Autonomous testing.

Software 189

Software Software Artificial Intelligence DevOps 189

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 177

Cloud DevOps Strategy Monitoring 177

Percona

JUNE 22, 2023

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. Query performance Query performance is a key performance indicator (KPI) in MySQL, as it measures the efficiency and speed of query execution.

Performance 104

Performance Monitoring Traffic Database 104

The Netflix TechBlog

OCTOBER 7, 2021

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. Typically, teams time-shift one metric over the other to visually detect metric deviations, but time can still be a confounder.

Metrics 197

Metrics Mobile Testing Strategy 197

Dynatrace

DECEMBER 6, 2022

The COVID-19 pandemic accelerated the speed at which organizations digitally transform — especially in industries such as eCommerce and healthcare — as expectations for a great customer experience dramatically increased. Through it all, best practices such as AIOps and DevSecOps have enabled IT teams to efficiently and securely transform.

Strategy 188

Strategy Artificial Intelligence Innovation Healthcare 188

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 175

Analytics Storage Retail Monitoring 175

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 237

DevOps Innovation Monitoring Analytics 237

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 223

AWS Lambda Artificial Intelligence Serverless 223

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 189

DevOps Metrics Best Practices Latency 189

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 194

Engineering Testing Performance Performance Testing 194

Dynatrace

JUNE 6, 2023

At its core, DevOps encourages collaboration between development and operations teams to speed up software delivery. The three pillars of observability at the time were metrics, logs, and traces,” Wilson said. Observability was built on the original concepts [of metrics, logs, and traces] but expanded for modern needs,” he continued.

DevOps 158

DevOps Engineering Innovation Best Practices 158

Tasktop

AUGUST 6, 2021

Step 2: Align on the right (seven or less) metrics. We all know stories where management used a metric that they expected would make things better but instead made things worse. These Flow Metrics provide a compelling view into these key business drivers. Many of these metrics can find early improvements on a team-by-team basis.

Metrics 98

Metrics Innovation Speed Network 98

Dynatrace

DECEMBER 15, 2022

ITOps teams use more technical IT incident metrics, such as mean time to repair, mean time to acknowledge, mean time between failures, mean time to detect, and mean time to failure, to ensure long-term network stability. This includes response time, accuracy, speed, throughput, uptime, CPU utilization, and latency. Reliability.

Artificial Intelligence 195

Artificial Intelligence DevOps Hardware Virtualization 195

Percona

SEPTEMBER 1, 2023

Enhanced Database Efficiency By adjusting configuration settings, you can markedly enhance the overall efficiency of your MySQL database. This results in expedited query execution, reduced resource utilization, and more efficient exploitation of the available hardware resources. Let’s explore these benefits in more detail.

Tuning 52

Tuning Database Performance Hardware 52

Dynatrace

MAY 8, 2023

This demand for rapid innovation is propelling organizations to adopt agile methodologies and DevOps principles to deliver software more efficiently and securely. And how do DevOps monitoring tools help teams achieve DevOps efficiency? Provide metrics for improved site reliability. Lost efficiency. Help systems meet SLAs.

DevOps 213

DevOps Efficiency Monitoring Infrastructure 213

Dynatrace

JULY 12, 2022

Several team members had to pore through logs, metrics, and other data to identify issues. “We IT automation speeds code development. After implementing Dynatrace’s observability platform, though, the C suite has gained confidence in its IT teams to fix problems efficiently. Previously, Park ‘N Fly had to manually troubleshoot.

Innovation 212

Innovation Infrastructure DevOps Azure 212

Dynatrace

SEPTEMBER 3, 2020

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? metrics) but it’s just adding another dataset and not solving the problem of cause-and-effect certainty. Another huge advantage of that approach is speed.

Software 263

Software Software Artificial Intelligence Metrics 263

Speed Curve

NOVEMBER 7, 2021

The metrics that comprise Web Vitals are still evolving. These metrics will (I think) always be in a state of evolution. We need to do our best to stay up to date – not just with which metrics to track, but also with what they measure and why they're important. Which performance metrics should you focus on for SEO?

Performance 96

Performance Google Metrics Mobile 96

Dynatrace

MARCH 10, 2021

They collect metrics and raise alerts, but they provide few answers as to what went wrong in the first place. Davis—the Dynatrace AI engine —uses the application topology and service flow maps together with high-fidelity metrics to perform a fault tree analysis. Conventional (not built for cloud) monitoring tools are not much help.

AWS 142

AWS Cloud Artificial Intelligence Innovation 142

Dynatrace

DECEMBER 5, 2023

This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance. Energy efficiency and carbon footprint outshine x86 architectures The first clear benefit of ARM in the enterprise IT landscape is energy efficiency.

Efficiency 259

Efficiency Architecture Energy Monitoring 259

Tasktop

AUGUST 18, 2022

“The software delivery efficiency of [enterprise IT organizations] is abysmal when compared to that of digital startups or the tech giants”. Feedback speed . Delivery Metrics. The product model aims to maximize agility and efficiency by reducing dependencies as much as possible. Feedback speed.

Software 52

Software Software Metrics Speed 52

Speed Curve

DECEMBER 21, 2022

we also: Launched a series of new and improved dashboards to help you identify and fix your performance issues more quickly and efficiently (More on those below.). You can see at a glance: Key metrics like Core Web Vitals and your User Happiness score. Expanded Industry Speed Benchmarks. Contextual Web Vitals recommendations.

Benchmarking 52

Benchmarking Retail Traffic Metrics 52