Dynatrace

FEBRUARY 2, 2023

Technology and business leaders express increasing interest in integrating business data into their IT observability strategies, citing the value of effective collaboration between business and IT. Metric extraction is a convenient way to create your business metrics, delivering fast, flexible, and cost-effective analytics.

Analytics 190

Analytics Metrics DevOps Storage 190

Dynatrace

MAY 8, 2023

In turn, this drives the need for increased integration of heterogeneous telemetry data such as metrics, logs, and traces, and intelligent awareness of context across disparate data types. Open source software is an example of the value created in an open ecosystem. Fortunately, open source software can help with this.

Open Source 196

Open Source Strategy Lambda Metrics 196

Scalegrid

JANUARY 25, 2024

You will need to know which monitoring metrics for Redis to watch and a tool to monitor these critical server metrics to ensure its health. Redis returns a big list of database metrics when you run the info command on the Redis shell. You can pick a smart selection of relevant metrics from these.

Metrics 130

Metrics Monitoring Latency Cache 130

Dynatrace

DECEMBER 6, 2022

For example, an organization that prioritizes transformation often features more cross-functional collaboration. Similarly, if a digital transformation strategy embraces digitization but processes remain manual, an organization will fail. Crafting a successful digital transformation strategy.

Strategy 184

Strategy Artificial Intelligence Innovation Healthcare 184

Dynatrace

OCTOBER 7, 2020

Dynatrace recently opened up the enterprise-grade functionalities of Dynatrace OneAgent to all the data needed for observability, including metrics, events, logs, traces, and topology data. Davis topology-aware anomaly detection and alerting for your custom metrics. Seamlessly report and be alerted on topology-related custom metrics.

Metrics 242

Metrics Analytics Storage Monitoring 242

Dynatrace

MARCH 18, 2021

DevOps metrics and digital experience data are critical to this. Yet for the hospitality sector, the adoption of digital strategies has not been so obvious. Bringing teams together around DevOps metrics made it easier for M&B to identify how it could create better digital experiences for its customers and optimize revenue.

DevOps 202

DevOps Metrics Virtualization Strategy 202

Dynatrace

JULY 23, 2020

With the advent and ingestion of thousands of custom metrics into Dynatrace, we’ve once again pushed the boundaries of automatic, AI-based root cause analysis with the introduction of auto-adaptive baselines as a foundational concept for Dynatrace topology-driven timeseries measurements. In many cases, metric behavior changes over time.

Metrics 201

Metrics Innovation Strategy Monitoring 201

Dynatrace

FEBRUARY 1, 2024

Multicloud strategy: Balancing potential with complexity in modern IT ecosystems In the ever-changing digital world, cloud technologies are crucial in driving business innovation and adaptability. While cloud deployments offer benefits, they also pose management challenges—especially in multicloud strategies that use various cloud providers.

Cloud 193

Cloud Strategy Metrics Government 193

Dynatrace

OCTOBER 15, 2021

Loosely defined, observability is the ability to understand what’s happening inside a system from the knowledge of the external data it produces, which are usually logs, metrics, and traces. Logs, metrics, and traces make up the bulk of all telemetry data. Watch webinar now! How does OpenTelemetry work?

Open Source 208

Open Source Metrics Cloud Transportation 208

Dynatrace

NOVEMBER 12, 2020

Recently, we simplified StatsD, Telegraf, and Prometheus observability by allowing you to capture and analyze all your custom metrics. Gain fine-grained access control for Prometheus, StatsD, and Telegraf metrics. To achieve this, you can now grant access to any single metric within a Dynatrace management zone.

Metrics 189

Metrics Retail Monitoring Analytics 189

Dynatrace

JANUARY 11, 2023

Teams derive business metrics from many sources. For example, over the past few years, a restaurant chain that operates in multiple locations has experienced an increase in mobile orders. An example is an online order and a fulfillment process that includes contact center support.

Analytics 178

Analytics Strategy Storage Technology 178

Dynatrace

MARCH 18, 2021

DevOps metrics and digital experience data are critical to this. Yet for the hospitality sector, the adoption of digital strategies has not been so obvious. Bringing teams together around DevOps metrics made it easier for M&B to identify how it could create better digital experiences for its customers and optimize revenue.

DevOps 130

DevOps Metrics Virtualization Strategy 130

Percona

FEBRUARY 24, 2023

Label-based access control is a security mechanism that allows companies to control who can access specific metrics based on their labels. To simplify access management : Label-based access control can simplify access management by allowing companies to assign labels to metrics. to monitor and diagnose. +50

Metrics 104

Metrics Monitoring Database Engineering 104

Dynatrace

APRIL 17, 2024

Mainframe is a strong choice for hybrid cloud, but it brings observability challenges IBM Z is a mainframe computing platform chosen by many organizations with a hybrid cloud strategy because of its security, resiliency, performance, scalability, and sustainability. Next you can start using logs in your troubleshooting and analysis tasks.

Operating System 193

Operating System Energy Infrastructure Architecture 193

Dynatrace

SEPTEMBER 21, 2023

The app’s advanced algorithms and real-time data analytics translate utilization metrics into their CO2 equivalent (CO2e). These metrics include CPU, memory, disk, and network I/O. As a result, this baseline measurement has become an important component of our sustainability strategy.

Energy 222

Energy Cloud Airlines Strategy 222

Dynatrace

SEPTEMBER 27, 2023

The analysis of this data offers valuable insight into the overall customer experience, enabling businesses to optimize their strategies and deliver exceptional experiences. For example, are you looking to understand customer preferences, improve satisfaction, or identify pain points in the customer journey? surveys and reviews).

Best Practices 216

Best Practices Analytics Strategy Monitoring 216

Dynatrace

JANUARY 31, 2024

For example, a Stanford University and UC Berkeley team noted in a research study that ChatGPT behavior deteriorates over time. Using the example of a chatbot, once the user submits a natural language prompt, RAG summarizes that prompt using semantic data. Consequently, AI model drift and hallucinations emerge as primary concerns.

Cache 196

Cache Azure Infrastructure Monitoring 196

Dynatrace

MARCH 29, 2024

In this article, we explore recent survey data from Enterprise Strategy Group (ESG), sponsored by Dynatrace, on how organizations approach IT automation, as well as the benefits and challenges they encounter as they adopt it. Source: Enterprise Strategy Group, a division of TechTarget, Inc.

Artificial Intelligence 173

Artificial Intelligence DevOps Strategy Open Source 173

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy.

AWS 236

AWS Efficiency Azure Cloud 236

Dynatrace

NOVEMBER 2, 2023

FinOps is a cloud financial management philosophy and practice that strives to control the cost of cloud adoption strategies without restricting the scope of cloud resources. Create optimization strategies with realistic goals for each team. The result is smarter, data-driven solutions designed to manage cloud spend. What is FinOps?

Cloud 184

Cloud Strategy Retail Energy 184

CSS Wizardry

OCTOBER 16, 2023

Given that 66% of all websites (and 77% of all requests ) are running HTTP/2, I will not discuss concatenation strategies for HTTP/1.1 In our specific examples above, the one-big-file pattern incurred 201ms of latency, whereas the many-files approach accumulated 4,362ms by comparison. in this article. That’s almost 22× more!

Cache 291

Cache Latency Strategy Speed 291

Dynatrace

JANUARY 11, 2023

These next-generation cloud monitoring tools present reports — including metrics, performance, and incident detection — visually via dashboards. For example, uptime detection can identify database instability and help to improve mean time to restoration. Identify key performance metrics specific to an organization.

Cloud 214

Cloud Monitoring Best Practices Infrastructure 214

Dynatrace

JULY 25, 2023

This expansion of Davis AI complements the proven Dynatrace predictive AI model (for example, forecasting and anomalies) and our causal AI model (for example, determination of a problem’s root cause, security risks, user impact, and steering automation), which are at the core of the Dynatrace platform.

Best Practices 225

Best Practices Analytics Metrics Code 225

The Netflix TechBlog

MAY 4, 2023

This blog series will examine the tools, techniques, and strategies we have utilized to achieve this goal. The second phase involves migrating the traffic over to the new systems in a manner that mitigates the risk of incidents while continually monitoring and confirming that we are meeting crucial metrics tracked at multiple levels.

Traffic 339

Traffic Latency Tuning Systems 339

Dynatrace

APRIL 5, 2024

Next, a pragmatic approach involves examining the backend, focusing on Service type entities prominently exposed to the frontend (for example, Apache Tomcat in a Linux environment). In today’s landscape, we lack a clear understanding of properly creating frontend SLOs (for example, RUM application type entities) based on key user actions.

Efficiency 213

Efficiency Traffic Tuning Metrics 213

Dynatrace

JANUARY 31, 2024

Data is the foundation upon which strategies are built, directions are chosen, and innovations are pursued. For DevOps teams that inform deployment strategies, optimize processes, and drive continuous improvement, the integrity and timeliness of data are of significant importance.

DevOps 187

DevOps Analytics Airlines Metrics 187

The Netflix TechBlog

OCTOBER 7, 2021

An example of this is Netflix’s video player or the TV UI javascript package. The second is one where an application is hosted behind an app store, for example mobile phones or even game consoles. Deployment Strategies We are all familiar with the advantages of releasing frequently and in smaller chunks.

Metrics 197

Metrics Mobile Testing Strategy 197

Dynatrace

NOVEMBER 3, 2021

Monitoring focuses on watching specific metrics. Observability is the ability to understand a system’s internal state by analyzing the data it generates, such as logs, metrics, and traces. For example, we can actively watch a single metric for changes that indicate a problem — this is monitoring.

Monitoring 209

Monitoring Metrics DevOps Scalability 209

Dynatrace

APRIL 28, 2021

Organizations that have transitioned to agile software development strategies (including the adoption of a DevOps culture and continuous delivery automation) enforce automated solutions for such decision making—or at the very least, use automation in the gathering of a release-quality metrics. How Release Analysis works.

Software 232

Software Software Strategy Metrics 232

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. In semi-supervised anomaly detection models, only a set of benign examples are required for training.

C++ 312

C++ Metrics Tuning Strategy 312

Dynatrace

APRIL 26, 2023

One effective capacity-management strategy is to switch from a reactive approach to an anticipative approach: all necessary capacity resources are measured, and those measurements are used to train a prediction model that forecasts future demand. Example notebook showing average percentage of free disk space during past 7 days.

Games 201

Games Analytics Strategy Cloud 201

Dynatrace

JULY 5, 2023

This strategy establishes service policies around which you can organize the performance objectives of related services and applications. For detailed instructions, see the topic Example configuration of service-level objective definitions in the Dynatrace documentation. You can use the status metric as a reference for the global SLO.

Mobile 171

Mobile Metrics Software Engineering Availability 171

Dynatrace

MAY 17, 2022

From a cost perspective, internal customers waste valuable time sending tickets to operations teams asking for metrics, logs, and traces to be enabled. The foundation of this flexibility is the Dynatrace Operator ¹ and its new Cloud Native Full Stack injection deployment strategy. The following example drives the point home.

Availability 305

Availability Scalability Cloud Metrics 305

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I'm offering an overview of my perspective on the field, which I hope is a unique and interesting take on it, in order to provide context for the work at hand: devising a winning technology strategy for your business.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

OCTOBER 16, 2023

For example, teams can program synthetic test tools to send large volumes of simultaneous resource requests to a new application and evaluate how well it responds. Web-performance testing Web-performance testing evaluates metrics including page loading speed, the performance of specific page elements, and the occurrence rate of site errors.

Testing 197

Testing Best Practices Testing Tools Monitoring 197

Dynatrace

OCTOBER 30, 2023

In a unified strategy, logs are not limited to applications but encompass infrastructure, business events, and custom metrics. For example, debugging data for production applications doesn’t require a lengthy retention period. Users typically need only recent data for troubleshooting, not logs from a month ago.

Best Practices 232

Best Practices Analytics Artificial Intelligence Infrastructure 232

Dynatrace

OCTOBER 4, 2023

Thus, while business resilience is about protecting against unforeseen risk, it also enables an organization to develop a forward-looking strategy that helps it thrive in uncertain times. To bounce forward, organizations need a strategy to build business resilience. This strategy involves people, process, and technology.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173