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 180

Analytics Ecommerce Metrics Innovation 180

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 186

Analytics Storage Retail Monitoring 186

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

MAY 3, 2024

Real-time streaming needs real-time analytics As enterprises move their workloads to cloud service providers like Amazon Web Services, the complexity of observing their workloads increases. They also need a high-performance, real-time analytics platform to make that data actionable. Now, you can set up your Firehose stream.

Cloud 134

Cloud Lambda AWS Analytics 134

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 250

AWS Analytics Government Monitoring 250

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 205

Government Analytics Benchmarking Storage 205

Dynatrace

FEBRUARY 1, 2024

But organizations must also be aware of the pitfalls of AI: security and compliance risks, biases, misinformation, and lack of insight into critical metrics (including availability, code development, infrastructure, databases, and more). In this example, there is a suspicious increase in scripting events.

Artificial Intelligence 191

Artificial Intelligence Analytics Efficiency Database 191

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

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

SEPTEMBER 5, 2023

They handle complex infrastructure, maintain service availability, and respond swiftly to incidents. By analyzing patterns and trends, predictive analytics helps identify potential issues or opportunities, enabling proactive actions to prevent problems or capitalize on advantageous situations. Proactive resource allocation.

Artificial Intelligence 266

Artificial Intelligence DevOps Analytics Engineering 266

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 208

DevOps Metrics Engineering Analytics 208

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. The same API is also available for Log Monitoring Classic for Dynatrace Managed deployments (via an Environment ActiveGate).

Open Source 220

Open Source Analytics Metrics Cloud 220

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 189

Systems Cloud Analytics DevOps 189

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 237

Best Practices Analytics Metrics Code 237

Dynatrace

AUGUST 25, 2023

It makes them available for a log analytics platform to gain automated, contextual, and actionable insights into the services and underlying platforms. This feature is readily available on both the Dynatrace tenant and Environment ActiveGate. Dynatrace OneAgent has an internal mechanism that ingests only necessary log data.

Serverless 227

Serverless Analytics AWS Azure 227

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

The Netflix TechBlog

NOVEMBER 14, 2023

Stateless Data Processing : As the name suggests, one should use this pattern in scenarios where the columns in the target table solely depend on the content of the incoming events, irrespective of their order of occurrence. A missed event in such a scenario would result in incorrect analysis due to a wrong derived state.

Processing 226

Processing Data Engineering Efficiency Analytics 226

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

FEBRUARY 8, 2021

Logs and events play an essential role in this mix; they include critical information which can’t be found anywhere else, like details on transactions, processes, users and environment changes. Without user transactions and experience data, in relation to the underlying components and events, you miss critical context.

Cloud 261

Cloud Azure Analytics Open Source 261

Dynatrace

MARCH 6, 2024

Effortlessly analyze IBM i Performance with the new Dynatrace extension Dynatrace has created a new version of its popular extension that is faster, offers better interactive pages, and includes more metrics, metadata, and analytics without having to install anything on your mainframe infrastructure.

Monitoring 240

Monitoring Infrastructure Metrics Analytics 240

Dynatrace

DECEMBER 13, 2023

As a result, organizations will increasingly demand solutions that provide data observability to enable them to rapidly and securely ingest high-quality and reliable data that is ready for analytics on demand. Technology prediction No. 7: SIEM will become irrelevant as security teams turn to intelligent threat analysis.

Technology 208

Technology Technology Artificial Intelligence Analytics 208

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty At Netflix, our Membership and Finance Data Engineering team harnesses diverse data related to plans, pricing, membership life cycle, and revenue to fuel analytics, power various dashboards, and make data-informed decisions. a cancel event for a missed signup would have had no effect).

Data Engineering 264

Data Engineering Engineering Processing Games 264

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 234

Analytics Metrics Cloud Systems 234

Dynatrace

OCTOBER 23, 2023

As such, the observability platform used to monitor Hyper-V should ideally fulfill requirements for holistic visibility, correlation and causation analysis, AI-powered analytics, scalability, and security. Therefore, we have redesigned this extension from scratch, replacing the previously available WMI-based extension.

Efficiency 219

Efficiency Virtualization Hardware Performance 219

All Things Distributed

MARCH 11, 2015

Many of these innovations will have a significant analytics component or may even be completely driven by it. For example many of the Internet of Things innovations that we have seen come to life in the past years on AWS all have a significant analytics components to it. Cloud analytics are everywhere.

Analytics 136

Analytics Cloud Healthcare Retail 136

Dynatrace

APRIL 7, 2023

Now, customers can use streamed responses to build more responsive applications by sending partial responses to clients as the response becomes available. Triggering the Lambda function is event-driven and could include changes in state or an update to a file. To learn more about the AWS Lambda features, visit the Lamba features page.

Lambda 221

Lambda AWS Serverless Latency 221

Dynatrace

SEPTEMBER 20, 2022

If you want an improved playback experience, we recommend that you capture custom events through the Session Replay API. Another nifty Session Replay feature is the ability to capture custom events—events that are not typically captured by default—irrespective of whether the codebase is Java or Kotlin.

Healthcare 225

Healthcare Government Mobile Retail 225

Dynatrace

APRIL 13, 2023

Log auditing is a cybersecurity practice that involves examining logs generated by various applications, computer systems, and network devices to identify and analyze security-related events. In the cloud, infrastructure components are often distributed across multiple regions, availability zones, and even multiple cloud providers.

Analytics 190

Analytics Java Infrastructure Cloud 190

The Netflix TechBlog

JUNE 7, 2021

Network Availability: The expected continued growth of our ecosystem makes it difficult to understand our network bottlenecks and potential limits we may be reaching. Cloud Network Insight is a suite of solutions that provides both operational and analytical insight into the cloud network infrastructure to address the identified problems.

Network 325

Network Transportation AWS Cloud 325

Dynatrace

FEBRUARY 28, 2024

Increasingly, organizations seek to address these problems using AI techniques as part of their exploratory data analytics practices. The next challenge is harnessing additional AI techniques to make exploratory data analytics even easier. Start by asking yourself what’s there, whether it’s logs, metrics, or traces.

Analytics 215

Analytics Metrics Media Monitoring 215

Dynatrace

AUGUST 17, 2023

They notify you when unusual forecasts and cost events occur so you can focus on monitoring your applications, not your subscription. Forecast events displayed in the Account Management web UI. Cost events displayed in the Account Management web UI. By default, you are notified of all forecast and cost events.

Monitoring 218

Monitoring Tuning Infrastructure Availability 218

The Netflix TechBlog

MARCH 10, 2023

Production Use Cases Real-Time APIs (backed by the Cassandra database) for asset metadata access don’t fit analytics use cases by data science or machine learning teams. After reading the asset ids using one of the ways, an event is created per asset id to be processed synchronously or asynchronously based on the use case.

Media 237

Media Traffic Processing Design 237

Dynatrace

SEPTEMBER 13, 2023

This is where unified observability and Dynatrace Automations can help by leveraging causal AI and analytics to drive intelligent automation across your multicloud ecosystem. The Dynatrace platform approach to managing your cloud initiatives provides insights and answers to not just see what could go wrong but what could go right.

AWS 252

AWS Efficiency Azure Cloud 252

Dynatrace

FEBRUARY 1, 2024

Based on the topology model, detected dependencies, and thousands of events and metrics, Davis AI can pinpoint the origin of an issue. It provides accurate real-time insights to ensure operational integrity and optimal performance to meet an organization’s service-level objectives (SLOs).

Infrastructure 186

Infrastructure Metrics Network Monitoring 186

Dynatrace

JULY 25, 2022

For example, performance degradations, improper functionality, or lack of availability (that is, problems that represent anomalies in baseline system performance). Problems have defined lifespans and are updated in real time with all incoming events and findings. Log Events. Log Metrics.

AWS 223

AWS Transportation Network Traffic 223

Dynatrace

APRIL 19, 2023

Security policies give authorized users access to Dynatrace capabilities, such as Grail and its add-ons, exploratory analytics, and Dynatrace AppEngine. ALLOW storage:system:read; The Storage All System Data Read policy grants access to Dynatrace internal data such as auditing events and query execution events. .*”;ALLOW

Storage 214

Storage Analytics Systems Architecture 214

Dynatrace

MAY 24, 2021

The combined ability of Dynatrace and our partners to address this growing TAM with efficient, high-speed land and expand deals is underpinned by the 530+ cloud services and technology integrations available on the Dynatrace Hub. events, which are happening globally through June and July. event here: Dynatrace Go! Dynatrace Go!

Programming 237

Programming Cloud Virtualization Technology 237