Dynatrace

OCTOBER 4, 2022

Log management and analytics is an essential part of any organization’s infrastructure, and it’s no secret the industry has suffered from a shortage of innovation for several years. Still, it is critical to collect, store, and make easily accessible these massive amounts of log data for analysis.

Analytics 246

Analytics Artificial Intelligence Storage Serverless 246

Dynatrace

OCTOBER 1, 2021

In IT and cloud computing, observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces. An advanced observability solution can also be used to automate more processes, increasing efficiency and innovation among Ops and Apps teams. What is observability?

Metrics 363

Metrics Open Source Monitoring Cloud 363

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 246

Metrics Analytics Storage Monitoring 246

Dynatrace

JUNE 16, 2020

This real-time visibility, as well as proven code-level analysis from cloud to the mainframe, gives enterprises a huge competitive advantage—they can eliminate inefficiencies and consequently, innovate at a faster rate. Easily achieve a cost-effective IBM Z configuration by monitoring relevant infrastructure metrics.

Innovation 153

Innovation Metrics Infrastructure Programming 153

Dynatrace

NOVEMBER 18, 2024

As a strategic ISV partner, Dynatrace and Azure are continuously and collaboratively innovating, focusing on a strong build-with motion dedicated to bringing innovative solutions to market to deliver better customer value. Read on to learn more about how Dynatrace and Microsoft leverage AI to transform modern cloud strategies.

Cloud 192

Cloud Azure Artificial Intelligence Innovation 192

Dynatrace

OCTOBER 29, 2024

The Dynatrace platform automatically captures and maps metrics, logs, traces, events, user experience data, and security signals into a single datastore, performing contextual analytics through a “power of three AI”—combining causal, predictive, and generative AI. It’s about uncovering insights that move business forward. The result?

Innovation 229

Innovation Strategy Cloud AWS 229

Dynatrace

OCTOBER 16, 2024

When we launched the new Dynatrace experience, we introduced major updates to the platform, including Grail ™, our innovative data lakehouse unifying observability, security, and business data, and Dynatrace Query Language ( DQL ) for accessing and exploring unified data. Next, let’s use the Kubernetes app to investigate more metrics.

Social Media 205

Social Media Metrics Network Analytics 205

Dynatrace

FEBRUARY 15, 2023

These executives also know teams that can address problems and situations with collaborative data analysis and conduct exploratory analytics have a competitive advantage. This easy, flexible means to visualize and analyze data sets in consumable formats is known as exploratory data analysis.

Analytics 130

Analytics Government Media C++ 130

Dynatrace

OCTOBER 15, 2021

OpenTelemetry (also referred to as OTel) is an open-source observability framework made up of a collection of tools, APIs, and SDKs, that enables IT teams to instrument, generate, collect, and export telemetry data for analysis and understand software performance and behavior. Logs, metrics, and traces make up the bulk of all telemetry data.

Open Source 230

Open Source Metrics Cloud Transportation 230

Dynatrace

AUGUST 21, 2024

This approach enhances key DORA metrics and enables early detection of failures in the release process, allowing SREs more time for innovation. This blog post explores the Reliability metric , which measures modern operational practices. Why reliability?

Engineering 203

Engineering Systems Latency Metrics 203

Dynatrace

OCTOBER 2, 2024

Dynatrace Grail™ and Davis ® AI act as the foundation, eliminating the need for manual log correlation or analysis while enabling you to take proactive action. This shortens root cause analysis dramatically, as explained in our recent blog post Full Kubernetes logging in context from Fluent Bit to Dynatrace.

Analytics 247

Analytics AWS DevOps Cloud 247

Dynatrace

JULY 25, 2024

In addition, their logs-heavy approach to analysis made scaling processes complex and costly. By over-rotating on log analysis, Spier and his team were missing the value, cost savings, and productivity that come from having metrics, traces and logs all in one place and in context. Cost efficiency.

Strategy 237

Strategy Engineering Open Source Java 237

Dynatrace

MAY 23, 2024

Azure Native Dynatrace Service allows easy access to new Dynatrace platform innovations Dynatrace has long offered deep integration into Azure and Azure Marketplace with its Azure Native Dynatrace Service, developed in collaboration with Microsoft. There’s no need for configuration or setup of any infrastructure.

Azure 237

Azure Cloud Metrics Innovation 237

Dynatrace

OCTOBER 3, 2024

And when outages do occur, Dynatrace AI-powered, automatic root-cause analysis can also help them to remediate issues as quickly as possible. Hypermodal AI fuels automatic root-cause analysis to pinpoint the culprit amongst millions of service interdependencies and lines of code faster than humans can grasp.

Availability 235

Availability DevOps Analytics Cloud 235

Dynatrace

AUGUST 30, 2023

Cloud-native observability for Google’s fully managed GKE Autopilot clusters demands new methods of gathering metrics, traces, and logs for workloads, pods, and containers to enable better accessibility for operations teams. Managed Kubernetes clusters on GKE Autopilot have gained unprecedented momentum among enterprises.

Google 232

Google Cloud Innovation Infrastructure 232

Dynatrace

FEBRUARY 10, 2023

Data proliferation—as well as a growing need for data analysis—has accelerated. They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results.

Efficiency 287

Efficiency Performance Analytics DevOps 287

Dynatrace

JUNE 21, 2024

By proactively implementing digital experience monitoring best practices and optimizing user experiences , organizations can increase long-term customer satisfaction and loyalty, drive business value , and accelerate innovation. DEM solutions monitor and analyze the quality of digital experiences for users across digital channels.

Best Practices 213

Best Practices Monitoring Metrics Transportation 213

Dynatrace

AUGUST 27, 2024

This can divert attention and resources from delivering better customer experience and innovation. Leveraging code-level insights and transaction analysis, teams can detect and thwart malicious activity. Integration with existing processes. Moreover, the Davis AI engine assists in prioritizing what needs to be fixed first.

Best Practices 276

Best Practices Government DevOps Analytics 276

Dynatrace

FEBRUARY 28, 2024

SRG is a potent tool that automates the analysis of release impacts, ensuring validation of service availability, performance, and capacity objectives throughout the application ecosystem by examining the effect of advanced test suites executed earlier in the testing phase.

DevOps 215

DevOps Metrics Engineering Analytics 215

Dynatrace

MAY 21, 2024

I also have the privilege of being “customer zero” for our platform, which enables me to continually discover where Dynatrace can deliver on more use cases to drive my team’s productivity and innovation. Optimizing costs is a proven way to free up budgets for innovation. Change is my only constant.

Technology 211

Technology Technology Analytics Storage 211

Dynatrace

JANUARY 29, 2024

Closed loop” refers to the continuous feedback loop in which the system takes actions — based on monitoring and analysis — and verifies the results to ensure complete problem remediation. Stage 2: Remediate Root cause analysis : The observability platform should be able to pinpoint the incident’s root cause.

Best Practices 204

Best Practices DevOps Energy Innovation 204

Dynatrace

SEPTEMBER 21, 2023

The growing adoption of innovations like generative AI, based on large-language models (LLMs), will only increase demand for cloud computing. Given the benefits of these innovations, organizations can’t afford to pull back on their efforts to build AI and shift more workloads to the cloud.

Energy 245

Energy Cloud Airlines Strategy 245

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. Centralization brings all the critical metrics and logs into one place, providing a holistic perspective over your cloud environment.

Cloud 217

Cloud Strategy Metrics Government 217

Dynatrace

JUNE 28, 2022

Organizations can now accelerate innovation and reduce the risk of failed software releases by incorporating on-demand synthetic monitoring as a metrics provider for automatic, continuous release-validation processes. This metric indicates how quickly software can be released to production. Dynatrace news.

Monitoring 213

Monitoring Software Software DevOps 213

Dynatrace

APRIL 6, 2022

Full-stack observability is fast becoming a must-have capability for organizations under pressure to deliver innovation in increasingly cloud-native environments. 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.

DevOps 241

DevOps Innovation Infrastructure Cloud 241

The Netflix TechBlog

NOVEMBER 27, 2023

For example, how do we estimate the effects of innovations on retention a year later without running all our experiments for a year? Our next topic focused on how to understand and balance competing engagement metrics; for example, should 1 hour of gaming equal 1 hour of streaming?

Code 221

Code Games Metrics Innovation 221

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. Disparate interfaces still require manual intervention and analysis, and in this way, traditional AIOps solutions have essentially become event monitoring tools.

Artificial Intelligence 224

Artificial Intelligence DevOps Innovation Metrics 224

Dynatrace

JUNE 6, 2023

This complexity has surfaced seven top Kubernetes challenges that strain engineering teams and ultimately slow the pace of innovation. Comprehensive platform solutions that provide full-stack monitoring with AI at their core can automatically detect anomalies and provide root-cause analysis to prevent future issues. What is Kubernetes?

Open Source 205

Open Source Storage Analytics Innovation 205

Dynatrace

OCTOBER 17, 2022

Teams can address testing and deployment issues automatically, which streamlines continuous integration and continuous delivery pipelines and increases innovation throughput. This second solution picks up at data collection, aggregation, and analysis, preparing it for execution. The deviating metric is response time.

DevOps 209

DevOps Artificial Intelligence Healthcare Innovation 209

Dynatrace

FEBRUARY 21, 2024

Automating quality gates is ideal, as it minimizes manually checking and validating key metrics throughout the SDLC. By actively monitoring metrics such as error rate, success rate, and CPU load, quality gates instill confidence in teams during software releases. Several tools can be used to collect metrics in load/performance testing.

Speed 219

Speed Software Software Latency 219

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. The Dynatrace problem-detection-and-analysis advantage. Log Metrics. Log Metrics.

AWS 229

AWS Transportation Network Traffic 229

Dynatrace

NOVEMBER 28, 2022

Lambda serverless functions help developers innovate faster, scale easier, and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. The latest Amazon Lambda innovation, Lambda SnapStart, has day one support from Dynatrace. What is Lambda? How does Dynatrace help?

Lambda 234

Lambda AWS Serverless Latency 234

Dynatrace

FEBRUARY 27, 2024

During a session at Dynatrace Perform 2024 , Dynatrace colleagues Kristof Renders, director of innovation services, and Brian Chandler, principal solutions architect, demonstrated four BizDevSecOps use cases for the Dynatrace unified observability and security platform. These are all metrics Dynatrace collects directly out of the box.

Best Practices 247

Best Practices Metrics AWS Innovation 247

Dynatrace

DECEMBER 5, 2023

No observability, no gains All these factors have made ARM an attractive computing architecture for innovative companies. Even if some part of your codebase can be instrumented to collect observability data, having all three signal types (metrics, traces, and logs) is crucial.

Architecture 276

Architecture Efficiency Energy Monitoring 276

Dynatrace

MAY 31, 2023

As a result, site reliability has emerged as a critical success metric for many organizations. Uptime Institute’s 2022 Outage Analysis report found that over 60% of system outages resulted in at least $100,000 in total losses, up from 39% in 2019. More than one in seven outages cost more than $1 million. availability.

Best Practices 233

Best Practices DevOps Latency Metrics 233

Dynatrace

JULY 5, 2022

AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. Increased business innovation. However, AIOps makes it possible to automate key tasks, such as error detection, alert analysis, and event reporting.

Artificial Intelligence 298

Artificial Intelligence Cloud Innovation Strategy 298

Dynatrace

AUGUST 21, 2023

A traditional log management solution uses an often manual and siloed approach, which limits scalability and ultimately hinders organizational innovation. To stay ahead of the curve, organizations should focus on strategic, proactive innovation and optimization. Free IT teams to focus on and support product innovation.

Analytics 150

Analytics Innovation Infrastructure Scalability 150