Dynatrace

AUGUST 9, 2023

Not only that, teams struggle to correlate events and alerts from a wide range of security tools, need to put them into context, and infer their risk for the business. In this blog post, we’ll use Dynatrace Security Analytics to go threat hunting, bringing together logs, traces, metrics, and, crucially, threat alerts.

Analytics 204

Analytics AWS Strategy Infrastructure 204

Dynatrace

SEPTEMBER 8, 2023

There are three high-level steps to set up the database business-event stream. Step-by-step: Set up a custom MySQL database extension Now we’ll show you step-by-step how to create a custom MySQL database extension for querying and pushing business data to the Dynatrace business events endpoint. Don’t rename the file.

Database 276

Database Artificial Intelligence Metrics Monitoring 276

Dynatrace

JULY 29, 2022

What is log analytics? Log analytics is the process of viewing, interpreting, and querying log data so developers and IT teams can quickly detect and resolve application and system issues. In what follows, we explore log analytics benefits and challenges, as well as a modern observability approach to log analytics.

Analytics 222

Analytics Storage Retail DevOps 222

Dynatrace

MAY 5, 2021

In fact, for most of us, has become a priority, requiring us to expand our focus on observability to include business analytics metrics. You get a call from a business partner claiming users are abandoning the purchase funnel (or quote form, or payment journey, or event registration) at an alarming rate. Below is the survey summary.

Analytics 241

Analytics Metrics Engineering Design 241

Dynatrace

AUGUST 10, 2023

Dynatrace business events address these systemic problems, delivering real-time business observability to business and IT teams with the precision and context required to support data-driven decisions and improve business outcomes. In part two of this blog series, you’ll see how we approached the Database Business Events Stream solution.

Database 130

Database Metrics Retail Analytics 130

Dynatrace

JULY 29, 2022

What is log analytics? Log analytics is the process of viewing, interpreting, and querying log data so developers and IT teams can quickly detect and resolve application and system issues. In what follows, we explore log analytics benefits and challenges, as well as a modern observability approach to log analytics.

Analytics 189

Analytics Storage Retail DevOps 189

Dynatrace

JULY 29, 2021

With extended contextual analytics and AIOps for open observability, Dynatrace now provides you with deep insights into every entity in your IT landscape, enabling you to seamlessly integrate metrics, logs, and traces—the three pillars of observability. Dynatrace extends its unique topology-based analytics and AIOps approach.

Analytics 246

Analytics Open Source Serverless Architecture 246

Dynatrace

SEPTEMBER 1, 2022

Business analytics is a growing science that’s rising to meet the demands of data-driven decision making within enterprises. But what is business analytics exactly, and how can you feed it with reliable data that ties IT metrics to business outcomes? What is business analytics? Why business analytics matter.

Analytics 183

Analytics Ecommerce Metrics Innovation 183

Dynatrace

MARCH 11, 2020

In many cases, events are generated as these workloads go through different phases of their life cycles. For instance, events appear when the scheduler performs actions to bring workloads back to a desired state. For better or worse, every Kubernetes user learns about the CrashLoopBackOff and ImagePullBackOff events.

Metrics 229

Metrics Analytics Monitoring Cloud 229

Dynatrace

MARCH 29, 2024

This year, Google’s event will take place from April 9 to 11 in Las Vegas. Dynatrace offers essential analytics and automation to keep applications optimized and businesses flourishing. The annual Google Cloud Next conference explores the latest innovations for cloud technology and Google Cloud.

Google 269

Google Innovation Cloud Analytics 269

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. either a Static threshold or an Auto-adaptive baseline ), and define the event title and description for the resulting alert. Dynatrace news.

Metrics 246

Metrics Analytics Storage Monitoring 246

DZone

FEBRUARY 5, 2024

Logs can include a wide variety of data, including system events, transaction data, user activities, web browser logs, errors, and performance metrics. One of the latest advancements in effectively analyzing a large amount of logging data is Machine Learning (ML) powered analytics provided by Amazon CloudWatch.

Analytics 269

Analytics Innovation Strategy Efficiency 269

Dynatrace

MARCH 27, 2024

Customers can then ingest logs from AWS into the Dynatrace® platform, for in-depth log management and security analytics powered by Grail TM. Running an initial quantitative analysis helps to better understand the log data, starting with which SaaS applications we are getting logs from, and how many events. You are all set!

AWS 252

AWS Analytics Government Monitoring 252

Dynatrace

APRIL 17, 2024

Perform is our company’s event once a year in Las Vegas, where our customers and partners visit us to learn more about our product and industry. However, it was my first time at Perform, and although I knew I would learn a thing or two in the next week, I was unaware of how beneficial taking part in this event would be.

Development 175

Development Performance Airlines Healthcare 175

High Scalability

FEBRUARY 27, 2019

In part one , we described our Analytics data ingestion pipeline, with BigQuery sitting as our data warehouse. However, having our analytics events in BigQuery is not enough. Most importantly, data needs to be served to our end-users.

Analytics 174

Analytics 174

Dynatrace

MAY 16, 2019

With this Dynatrace release, we’ve further improved the capabilities of your alerting profiles to allow you to define more fine-grained filtering options based on the event types within correlated problems. Custom event types include events that originate from plugins, APIs, or Log Analytics.

Analytics 116

Analytics Efficiency Availability Processing 116

Dynatrace

MARCH 20, 2024

These logs and trails can help teams reconstruct the timeline of events, understand a security incident’s scope and impact, and gather evidence for legal or regulatory purposes. Incident detection and response In the event of a security incident, there is a well-defined incident response process to investigate and mitigate the issue.

Monitoring 220

Monitoring Analytics Traffic Best Practices 220

Dynatrace

JANUARY 4, 2024

Traditional analytics and AI systems rely on statistical models to correlate events with possible causes. Causal AI is a different approach that goes beyond event correlations to understand the underlying reasons for trends and patterns. That’s where causal AI can help. Causal AI is particularly effective in observability.

Government 208

Government Analytics Benchmarking Storage 208

Dynatrace

FEBRUARY 1, 2024

By packaging [these capabilities] into hypermodal AI, we are able to run deep custom analytics use cases in sixty seconds or less.” Performance analytics Dynatrace hypermodal AI empowers development teams to dig deep into database statements and remediate issues quickly. But contextual analytics don’t stop here. “AI

Artificial Intelligence 194

Artificial Intelligence Analytics Efficiency Database 194

Dynatrace

MARCH 13, 2024

These larger trends make it imperative to enhance and streamline application security analytics and reporting processes through intelligent automation. This goal requires converging observability and security , along with automating runtime vulnerability analytics. It also facilitates a prompt assessment of vulnerability urgency.

Best Practices 236

Best Practices Education Strategy Analytics 236

DZone

NOVEMBER 28, 2023

In data analytics, the "hot path" and "cold path" refer to two distinct processing routes for handling data. This path is crucial for time-sensitive applications, enabling quick responses to emerging trends or events. Improving an organization's overall data capabilities enables teams to operate more efficiently.

Analytics 161

Analytics Efficiency Technology Technology 161

Dynatrace

APRIL 8, 2024

In summary, the Dynatrace platform enables banks to do the following: Capture any data type: logs, metrics, traces, topology, behavior, code, metadata, network, security, web, and real-user monitoring data, and business events. Automated issue resolution. Break down data silos. Strengthen application security with a multipronged approach.

Analytics 209

Analytics Infrastructure Efficiency Technology 209

Dynatrace

NOVEMBER 6, 2023

As an example, many retailers already leverage containerized workloads in-store to enhance customer experiences using video analytics or streamline inventory management using RFID tracking for improved security. The challenge of cloud-native observability at the enterprise edge In aggregate, connected devices generate huge volumes of data.

Retail 267

Retail Analytics Storage Metrics 267

CSS Wizardry

JUNE 30, 2023

Load and DOMContentLoaded are internal browser events—your users have no idea what a Load time even is. Equally, both DOMContentLoaded and Load aren’t just meaningless browser events, and once you understand what they actually signify, you can get some real insights as to your site’s runtime behaviour from each of them. That’s late!

Metrics 326

Metrics Google Monitoring Analytics 326

Dynatrace

FEBRUARY 9, 2024

Recent platform enhancements in the latest Dynatrace, including business events powered by Grail™, make accessing the goldmine of business data flowing through your IT systems easier than ever. Business events can come from many sources, including OneAgent®, external business systems, RUM sessions, or log files.

Processing 198

Processing Monitoring Analytics Games 198

Dynatrace

FEBRUARY 28, 2024

The Visual Resolution Path offers a chronological overview of events detected by Dynatrace across all components linked to the underlying issue. Additionally, align the action’s validation window with the timeframe derived from the recently completed test events.

DevOps 211

DevOps Metrics Engineering Analytics 211

Dynatrace

SEPTEMBER 8, 2022

In cloud-native environments, there can also be dozens of additional services and functions all generating data from user-driven events. Event logging and software tracing help application developers and operations teams understand what’s happening throughout their application flow and system.

Systems 191

Systems Cloud Analytics DevOps 191

Dynatrace

JULY 24, 2023

Conventional data science approaches and analytics platforms can predict the correlation between an event and possible sources. But they often fall short when it comes to understanding why an event occurred. Causal AI, on the other hand, identifies the underlying cause of an event and its precise relationship to the outcome.

Artificial Intelligence 223

Artificial Intelligence Analytics Network Metrics 223

Dynatrace

FEBRUARY 28, 2023

Integrating with Microsoft Sentinel adds security events to our Runtime Application Protection and provides additional data for investigation with our security analytics features using Dynatrace Query Language on Grail. Its core capabilities are the following: Runtime vulnerability analytics. Runtime application protection.

Analytics 147

Analytics Cloud Software Software 147

Dynatrace

SEPTEMBER 5, 2023

By analyzing patterns and trends, predictive analytics helps identify potential issues or opportunities, enabling proactive actions to prevent problems or capitalize on advantageous situations. Through predictive analytics, SREs and DevOps engineers can accurately forecast resource needs based on historical data.

Artificial Intelligence 268

Artificial Intelligence DevOps Analytics Engineering 268

Dynatrace

JULY 11, 2023

This enables unified observability because logs are indispensable for troubleshooting apps, monitoring infrastructure, auditing or investigating security incidents, tracking business events, and many other use cases. Generic ingest of log data now works with OTLP Ingesting OTLP logs is now supported via the OpenTelemetry Logs Ingest API.

Open Source 223

Open Source Analytics Metrics Cloud 223

Dynatrace

DECEMBER 12, 2023

As they continue on this path, organizations expect other benefits , from enabling business users to easily customize dashboards (54%) to building interactive queries for analytics (48%). For example, 73% of technology leaders are investing in AI to generate insight from observability, security, and business events data.

Artificial Intelligence 213

Artificial Intelligence DevOps Analytics Strategy 213

Dynatrace

JULY 25, 2023

Dynatrace applies these techniques to the broadest set of modalities in the market, including the data types of metrics, traces, logs, behavior, topology, dependencies, events, and more, with unmatched precision for precise predictions, accurate determinations, and meaningful insights. This AI also triggers automated remediation actions.

Best Practices 239

Best Practices Analytics Metrics Code 239

Dynatrace

APRIL 21, 2022

With auto-adaptive baselining in response to the specific requirements of your environment, Davis® only raises alerts for important events. Enrich database performance KPIs with business analytics. We also plan to add logs and events to further enrich Davis AI event correlation and automated root cause analysis for metric anomalies.

Database 243

Database DevOps Analytics Servers 243

Dynatrace

MAY 21, 2023

As a result, teams are turning to technologies such as observability to understand events in their cloud environments. Without unifying these silos, teams miss critical context that can lead to blind spots or application problems—problems that compound when there’s a need to investigate security events.

Analytics 236

Analytics Metrics Cloud Systems 236

Dynatrace

AUGUST 28, 2023

Business events deliver real-time business observability to business and IT teams with the precision and context to support data-driven decisions and improve business outcomes. Business events extract critical business data from your IT systems with lossless precision and can illuminate dark data quickly and easily, wherever that data exists.

Retail 211

Retail Logistics Innovation Analytics 211

Dynatrace

DECEMBER 21, 2023

How Dynatrace helps improve business process monitoring Dynatrace business analytics helps organizations across all industries gain visibility into their business processes, overcoming many of the challenges outlined above.

Processing 221

Processing Monitoring Retail Analytics 221