DZone

NOVEMBER 25, 2023

We often dwell on the technical aspects of database selection, focusing on performance metrics , storage capacity, and querying capabilities. The New Decision Matrix: Beyond Performance Metrics Performance metrics are pivotal, no doubt. Factors like read and write speed, latency, and data distribution methods are essential.

Database 268

Database Latency Speed Metrics 268

Dynatrace

AUGUST 2, 2021

Metrics matter. But without complex analytics to make sense of them in context, metrics are often too raw to be useful on their own. To achieve relevant insights, raw metrics typically need to be processed through filtering, aggregation, or arithmetic operations. Examples of metric calculations. Dynatrace news.

Metrics 246

Metrics Analytics Google Code 246

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. This significantly increases event latency.

Engineering 189

Engineering Tuning Latency Open Source 189

DZone

AUGUST 21, 2021

Speed, UX, availability, and frequency of updates are increasingly important with mobile apps. But this process usually takes a couple of weeks. Consumers and enterprises alike expect more from software. During that time, users can get frustrated with performance issues making them more likely to leave a bad review in the app store.

Mobile 246

Mobile Metrics Performance Speed 246

The Netflix TechBlog

DECEMBER 7, 2020

VMAF is a video quality metric that Netflix jointly developed with a number of university collaborators and open-sourced on Github. One aspect that differentiates VMAF from other traditional metrics such as PSNR or SSIM, is that VMAF is able to predict more consistently across spatial resolutions, across shots, and across genres (for example.

Metrics 154

Metrics Open Source Tuning Speed 154

Dynatrace

APRIL 21, 2021

Metrics that offer measurable, repeatable insight into the user experience from the moment they arrive on a website from a mobile or desktop device. Great user experiences start with Core Web Vitals (CWVs) — a set of metrics defined by Google to help measure user experience at scale. When do these metrics matter?

Metrics 135

Metrics Google Website Speed 135

Smashing Magazine

AUGUST 10, 2023

Running A Page Speed Test: Monitoring vs. Measuring Running A Page Speed Test: Monitoring vs. Measuring Geoff Graham 2023-08-10T08:00:00+00:00 2023-08-10T12:35:05+00:00 This article is sponsored by DebugBear There is no shortage of ways to measure the speed of a webpage. Lighthouse results.

Speed 81

Speed Monitoring Testing Network 81

Dynatrace

OCTOBER 26, 2020

Dynatrace has recently enhanced its Metrics APIs, allowing everyone to send any type of metric with any set of data dimension to Davis, Dynatrace’s AI engine. In our conversation, I mentioned the new Dynatrace Metrics ingestion and off we went. ?? There are many use cases for using this API.

Innovation 159

Innovation Metrics Hardware Games 159

The Netflix TechBlog

MARCH 6, 2019

—?Mounting object storage in Netflix’s media processing platform By Barak Alon (on behalf of Netflix’s Media Cloud Engineering team) MezzFS (short for “Mezzanine File System”) is a tool we’ve developed at Netflix that mounts cloud objects as local files via FUSE. Encoding is not a one-time process?—?large We have one file?—?the

Media 214

Media Storage Processing Cache 214

Dynatrace

APRIL 8, 2020

Garbage collection is slow if most objects survive the collection process. Any significant reduction in allocations will inevitably speed up your code. You can easily see this in Dynatrace: From any Host page, select a Process page. To see why, navigate to the Suspension chart on the JVM metrics tab. .

Speed 166

Speed Code Java Lambda 166

Dynatrace

FEBRUARY 28, 2024

Start by asking yourself what’s there, whether it’s logs, metrics, or traces. Once you double down on the type, you want to figure out, or browse, which metric is relevant. Then when you have the metric, you want to explore it—what splits are available, how can I break it down, how can I aggregate it, and so on.”

Analytics 219

Analytics Metrics Media Monitoring 219

Dynatrace

FEBRUARY 16, 2023

The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. The goal is to turn more data into insights so the whole organization can make data-driven decisions and automate processes. Grail can store and process 1,000 petabytes per day,” Greifeneder explains.

Analytics 195

Analytics Innovation Metrics Database 195

Dynatrace

MAY 31, 2023

As a result, site reliability has emerged as a critical success metric for many organizations. Microservices-based architectures and software containers enable organizations to deploy and modify applications with unprecedented speed. The following three metrics are commonly used to measure success: Service-level agreements (SLAs).

Best Practices 230

Best Practices DevOps Latency Metrics 230

Dynatrace

APRIL 8, 2024

Deploy risk-based estimates and models with confidence, accuracy, transparency, and speed. Optimize the IT infrastructure supporting risk management processes and controls for maximum performance and resilience. The IT infrastructure, services, and applications that enable processes for risk management must perform optimally.

Analytics 210

Analytics Infrastructure Efficiency Technology 210

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 207

Metrics Analytics Speed Java 207

Smashing Magazine

FEBRUARY 24, 2022

How To Benchmark And Improve Web Vitals With Real User Metrics. How To Benchmark And Improve Web Vitals With Real User Metrics. Different products will have different benchmarks and two apps may perform differently against the same metrics, but still rank quite similarly to our subjective “good” and “bad” verdicts.

Benchmarking 117

Benchmarking Metrics Best Practices Monitoring 117

Dynatrace

MARCH 6, 2024

The pair showed how to track factors including developer velocity, platform adoption, DevOps research and assessment metrics, security, and operational costs. Furthermore, OneAgent observes and gathers all remaining workload logs, metrics, traces, and events. This process is vital to an IDP’s effectiveness.

Engineering 248

Engineering Development DevOps Infrastructure 248

Dynatrace

APRIL 3, 2024

Telemetry data — such as metrics, logs, and traces — gives IT teams crucial context to understand how all entities are connected. Without appropriate context, the so-called pillars of observability — metrics, logs, and traces — are simply sources of data, not insights. These are not only numerous but also dynamic.

Government 164

Government Social Media Metrics Infrastructure 164

Dynatrace

OCTOBER 6, 2023

Table name Default bucket logs default_logs events default_events metrics default_metrics bizevents default_bizevents dt.system.events dt_system_events entities spans (in the future) The default buckets let you ingest data immediately, but you can also create additional custom buckets to make the most of Grail.

Artificial Intelligence 268

Artificial Intelligence Analytics Metrics Storage 268

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 275

Artificial Intelligence Analytics Storage Architecture 275

Dynatrace

JANUARY 18, 2023

However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging. This drive for speed has a cost: 22% of leaders admit they’re under so much pressure to innovate faster that they must sacrifice code quality.

DevOps 207

DevOps Best Practices Innovation Strategy 207

Dynatrace

APRIL 10, 2023

The need for transaction speed in the face of increasing digital customer demand According to Bollampally, the company’s on-premises infrastructure couldn’t support the consolidated reporting it needed while responding to customers’ increasing demand for online shopping. Further, as Tractor Supply Co.

Cloud 179

Cloud Ecommerce Performance Retail 179

Dynatrace

NOVEMBER 7, 2023

Provide self-service platform services with dedicated UI for development teams to improve developer experience and increase speed of delivery. Open source logs and metrics take precedence in the monitoring process. Automation, automation, automation. Adoption of GitOps practices enables platform provisioning at scale.

Engineering 282

Engineering DevOps Best Practices Infrastructure 282

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 103

Metrics Efficiency Monitoring Azure 103

Dynatrace

FEBRUARY 28, 2024

Dynatrace container monitoring supports customers as they collect metrics, traces, logs, and other observability-enabled data to improve the health and performance of containerized applications. This is a continuous process,” Fuqua said. It’s helping us build applications more efficiently and faster and get them in front of veterans.”

Monitoring 191

Monitoring Artificial Intelligence Performance Healthcare 191

Dynatrace

NOVEMBER 6, 2023

Digital transformation is only going to speed up, not slow down, and companies must remain on top of it. The speed of change is only going to accelerate, thus requiring more innovation. This creates a billing process that is simplified and straightforward. Observability with AI and automation.

Azure 180

Azure Technology Technology Cloud 180

Dynatrace

OCTOBER 4, 2022

Achieving the ideal state with aggregated, centralized log data, metrics, traces , and other metadata is challenging—particularly for multicloud environments. Each process could generate multiple log entries, adding up to terabytes of data every day. Metrics are often tracked and measured relative to a baseline or threshold.

Analytics 230

Analytics Storage Infrastructure Metrics 230

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. Automation is a crucial aspect of achieving DevOps excellence.

DevOps 214

DevOps Benchmarking Azure Innovation 214

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 197

DevOps Innovation Speed Monitoring 197

Dynatrace

OCTOBER 4, 2022

The only way to address these challenges is through observability data — logs, metrics, and traces. IT pros want a data and analytics solution that doesn’t require tradeoffs between speed, scale, and cost. Your key business objectives will drive your strategy and metrics. But it doesn’t stop there.

Analytics 200

Analytics Software Software Storage 200

Speed Curve

SEPTEMBER 20, 2022

forEach((entry) => { // process entry here; }); }); observer.observe({ entryTypes: ["element"] }); How Element Timing can fill the gaps that Largest Contentful Paint leaves. Element Timings can be collected in both Synthetic and RUM by configuring them in the Custom Metrics section of your settings: Adding a custom metric in SpeedCurve.

Metrics 141

Metrics Retail Mobile Analytics 141

Smashing Magazine

APRIL 16, 2024

There are three web vitals metrics Google uses to measure different aspects of website performance: Largest Contentful Paint (LCP), Cumulative Layout Shift (CLS), Interaction to Next Paint (INP). Large preview ) Largest Contentful Paint (LCP) The Largest Contentful Paint metric is the closest thing to a traditional load time measurement.

Google 106

Google Monitoring Website Speed 106

Dynatrace

MARCH 29, 2024

And for DevOps, it means accelerating DevOps processes, improving agility, and speeding time to market. For cybersecurity, it means detecting anomalies, strengthening defenses, and evolving alongside emerging threats. The value of AI in operational acceleration carries tangible value above and beyond incremental features.

Artificial Intelligence 191

Artificial Intelligence DevOps Strategy Open Source 191

Dynatrace

FEBRUARY 15, 2023

Streamline development and delivery processes Nowadays, digital transformation strategies are executed by almost every organization across all industries. Thus, Site Reliability Guardian supports DevOps and SREs in speeding up release delivery and improving release quality.

DevOps 227

DevOps Latency Traffic Best Practices 227

Dynatrace

AUGUST 29, 2022

1: Observability is more of an attribute than a process . Observability requires complete access to metrics, traces, and logs. OpenTelemetry is an open source standard for gathering observability signals, including metrics, traces, and logs. We have helped position them for success in 2022 and beyond. .

Strategy 240

Strategy Open Source Metrics Cloud 240

Dynatrace

JUNE 1, 2023

Certain SLOs can help organizations get started on measuring and delivering metrics that matter. As organizations digitally transform, they’re also accelerating the speed of software delivery. Response time Response time refers to the total time it takes for a system to process a request or complete an operation.

Latency 185

Latency Website Traffic Virtualization 185

Dynatrace

NOVEMBER 30, 2022

Most network devices have temperature and fan speed sensors, and some even function as standalone devices, such as contact switches. The SNMP Traps Device instances overview page shows all the critical data you need to uncover metric abnormalities associated with a recorded trap event, allowing IT Ops to swiftly identify the root cause.

Network 232

Network Infrastructure Metrics Monitoring 232