Analysis, Analytics, Monitoring and Traffic - Technology Performance Pulse

AI techniques enhance and accelerate exploratory data analytics

Dynatrace

FEBRUARY 28, 2024

Increasingly, organizations seek to address these problems using AI techniques as part of their exploratory data analytics practices. Another hurdle is mistaking easy patterns as effective analysis, according to an article in the Harvard Data Science Review.

Analytics

Analytics Metrics Media Monitoring

What is application security monitoring?

Dynatrace

MARCH 20, 2024

With the pace of digital transformation continuing to accelerate, organizations are realizing the growing imperative to have a robust application security monitoring process in place. What are the goals of continuous application security monitoring and why is it important?

Monitoring

Monitoring Analytics Traffic Best Practices

Advanced security analytics to resolve incidents quickly and streamline threat hunting

Dynatrace

FEBRUARY 16, 2024

The growing complexity of modern multicloud environments has created a pressing need to converge observability and security analytics. Security analytics is a discipline within IT security that focuses on proactive threat prevention using data analysis. To begin, St. Using Dynatrace Query Language in Grail , St.

Analytics

Analytics Engineering Cloud Traffic

Network performance monitoring top of mind for CloudOps teams

Dynatrace

MAY 19, 2023

For cloud operations teams, network performance monitoring is central in ensuring application and infrastructure performance. Network traffic growth is the main reason for increasing spending, largely because of the adoption of hybrid and multi-cloud architectures.

Network

Network Monitoring Performance Traffic

Data lakehouse innovations advance the three pillars of observability for more collaborative analytics

Dynatrace

FEBRUARY 16, 2023

Grail combines the big-data storage of a data warehouse with the analytical flexibility of a data lake. With Grail, we have reinvented analytics for converged observability and security data,” Greifeneder says. Logs on Grail Log data is foundational for any IT analytics. Grail and DQL will give you new superpowers.”

Analytics

Analytics Innovation Metrics Database

Stream logs to Dynatrace with Amazon Data Firehose to boost your cloud-native journey

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. SREs and DevOps engineers need cloud logs in an integrated observability platform to monitor the whole software development lifecycle.

Cloud

Cloud Lambda AWS Analytics

TTP-based threat hunting with Dynatrace Security Analytics and Falco Alerts solves alert noise

Dynatrace

AUGUST 9, 2023

In this blog post, we’ll use Dynatrace Security Analytics to go threat hunting, bringing together logs, traces, metrics, and, crucially, threat alerts. Likewise, operation specialists can prioritize their efforts on monitoring the highest-risk tactics, and executives can better communicate the business risk.

Analytics

Analytics AWS Strategy Infrastructure

How digital experience monitoring helps deliver business observability

Dynatrace

APRIL 26, 2022

Digital experience monitoring (DEM) allows an organization to optimize customer experiences by taking into account the context surrounding digital experience metrics. What is digital experience monitoring? Primary digital experience monitoring tools.

Monitoring

Monitoring Social Media IoT Metrics

Dynatrace ensures continuous software quality by combining synthetic monitoring and automatic release validation

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. Dynatrace combines Synthetic Monitoring with automatic release validation for continuous quality assurance across the SDLC.

Monitoring

Monitoring Software Software DevOps

AWS observability: AWS monitoring best practices for resiliency

Dynatrace

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. These challenges make AWS observability a key practice for building and monitoring cloud-native applications. EC2 is ideally suited for large workloads with constant traffic.

Best Practices

Best Practices AWS Monitoring Serverless

Get the insights you need for your F5 BIG-IP LTM

Dynatrace

JUNE 5, 2023

The F5 BIG-IP Local Traffic Manager (LTM) is an application delivery controller (ADC) that ensures the availability, security, and optimal performance of network traffic flows. Why monitor F5 BIG-IP load balancers? That’s why monitoring every BIG-IP instance is crucial to ensure smooth operation.

Traffic

Traffic Virtualization Metrics Monitoring

What is log management? How to tame distributed cloud system complexities

Dynatrace

SEPTEMBER 8, 2022

Log management is an organization’s rules and policies for managing and enabling the creation, transmission, analysis, storage, and other tasks related to IT systems’ and applications’ log data. Comparing log monitoring, log analytics, and log management. Log management brings together log monitoring and log analysis.

Systems

Systems Cloud Analytics DevOps

Dynatrace PurePath 4 integrates OpenTelemetry and the latest cloud-native technologies and provides analytics and AI at scale

Dynatrace

NOVEMBER 17, 2020

Methods include the observability capabilities of the platforms their applications run on; monitoring tools, OpenTelemetry, OpenTracing, OpenMonitor, OpenCensus, Jaeger, Zipkin, Log, CloudWatch, and more. Just one command instruments your entire application environment for monitoring. Automatic topology analysis.

Analytics

Analytics Technology Technology Cloud

Dynatrace adds support for VPC Flow Logs to Kinesis Data Firehose

Dynatrace

SEPTEMBER 7, 2022

VPC Flow Logs is an Amazon service that enables IT pros to capture information about the IP traffic that traverses network interfaces in a virtual private cloud, or VPC. By default, each record captures a network internet protocol (IP), a destination, and the source of the traffic flow that occurs within your environment.

Traffic

Traffic AWS Network Cloud

Unlock end-to-end observability insights with Dynatrace PurePath 4 seamless integration of OpenTracing for Java

Dynatrace

DECEMBER 9, 2020

Dynatrace is fully committed to the OpenTelemetry community and to the seamless integration of OpenTelemetry data , including ingestion of custom metrics , into the Dynatrace open analytics platform. With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control. Deep-code execution details.

Java

Java Traffic Strategy Architecture

Dynatrace adds support for AWS Transit Gateway with VPC Flow Logs

Dynatrace

JULY 25, 2022

VPC Flow Logs is a feature that gives you the capability to capture more robust IP traffic data that traverses your VPCs. Dynatrace log monitoring also allows you to automate your cloud-related log tasks so you can accomplish the following: Automatically see precise root cause in real time to simplify cloud complexity. Log Viewer.

AWS

AWS Transportation Network Traffic

New SNMP platform extensions provide observability at scale for network devices

Dynatrace

NOVEMBER 24, 2021

Constantly monitoring infrastructure health state and making ongoing optimizations are essential for Ops teams, SREs (site-reliability engineers), and IT admins. Quick and easy network infrastructure monitoring. Tired of constantly switching between all your monitoring tools? Start monitoring in minutes.

Network

Network Infrastructure Virtualization Metrics

Build and operate multicloud FaaS with enhanced, intelligent end-to-end observability

Dynatrace

APRIL 25, 2023

For example, to handle traffic spikes and pay only for what they use. Scale automatically based on the demand and traffic patterns. Data analysis : how to process, aggregate and query observability data from serverless functions effectively, accurately, and comprehensively? You can find the complete matrix of our support here.

Serverless

Serverless Lambda Azure AWS

Kubernetes vs Docker: What’s the difference?

Dynatrace

SEPTEMBER 29, 2021

This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. Containers can be replicated or deleted on the fly to meet varying end-user traffic. Built-in monitoring. Needs third party tools for monitoring. Needs third party tools for monitoring.

Open Source

Open Source Traffic DevOps Cloud

Privacy controls and barriers to session replay

Dynatrace

JULY 24, 2023

Session replay is a real user monitoring technology that creates video-like recordings — or snapshots — of how users navigate and interact with a company’s website or mobile application. Evaluate effectiveness after implementation with analytics and regular reports. Implement technical safeguards for how data is collected.

Analytics

Analytics Website Mobile Internet

The road to observability demo part 3: Collect, instrument, and analyze telemetry data automatically with Dynatrace

Dynatrace

MAY 17, 2023

The next level of observability: OneAgent In the first two parts of our series, we used OpenTelemetry to manually instrument our application and send the telemetry data straight to the Dynatrace analytics back end. OneAgent is the native telemetry data collector and monitoring solution of Dynatrace.

Metrics

Metrics Monitoring Database Network

Dynatrace simplifies StatsD, Telegraf, and Prometheus observability with Davis AI

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. StatsD is a widely adopted metric protocol for collecting, aggregating, and sending developer-defined application metrics to separate systems for graphical analysis. Multidimensional analysis for external metrics ingested via secure local REST API.

Open Source

Open Source Metrics Analytics Tuning

Transform log data into actionable metrics and have Davis AI do the work for you

Dynatrace

MARCH 16, 2022

Over the last year, Dynatrace extended its AI-powered log monitoring capabilities by providing support for all log data sources. We added monitoring and analytics for log streams from Kubernetes and multicloud platforms like AWS, GCP, and Azure, as well as the most widely used open-source log data frameworks. Dynatrace news.

Metrics

Metrics Lambda Infrastructure Monitoring

AWS EKS Monitoring as a Self-Service with Dynatrace

Dynatrace

SEPTEMBER 17, 2019

Kubernetes (k8s) provides basic monitoring through the Kubernetes API and you can find instructions like Top 9 Open Source Tools for Monitoring Kubernetes as a “do it yourself guide”. Cluster and container Log Analytics. End-user monitoring. Dynatrace news. Full-stack observability. End-to-end code-level tracing.

AWS

AWS Monitoring Ecommerce Lambda

Business Insights extends support for optimizing Core Web Vitals

Dynatrace

APRIL 21, 2021

The Business Insights team at Dynatrace has been working with our largest Digital Experience Monitoring customers to help them turn the Core Web Vitals data they’re collecting with Dynatrace into actionable insights they can use to optimize pages ahead of this June 2021 change in Google’s search ranking algorithm. Tell me more!

Traffic

Traffic Metrics Mobile Analytics

Digital transformation strategies: Success stories from three digital transformation journeys

Dynatrace

MAY 8, 2023

Best Buy is designing its journey to cut through the noise of its multicloud and multi-tool environments to immediately pinpoint the root causes of issues during peak traffic loads. Previously, they had 12 tools with different traffic thresholds. Whether it’s cloud migration or monitoring, don’t be afraid to try something.

Strategy

Strategy Retail DevOps Education

MySQL Key Performance Indicators (KPI) With PMM

Percona

JUNE 22, 2023

A monitoring tool like Percona Monitoring and Management (PMM) is a popular choice among open source options for effectively monitoring MySQL performance. In this blog, we will explore various MySQL KPIs that are basic and essential to track using monitoring tools like PMM.

Performance

Performance Monitoring Traffic Database

Five-nines availability: Always-on infrastructure delivers system availability during the holidays’ peak loads

Dynatrace

NOVEMBER 22, 2022

For retail organizations, peak traffic can be a mixed blessing. While high-volume traffic often boosts sales, it can also compromise uptimes. Integrate infrastructure monitoring on a single AIOps platform. Apply AI for real-time root-cause analysis. But disparate tools also bring disparate points of view.

Infrastructure

Infrastructure Availability Systems Retail

Implementing service-level objectives to improve software quality

Dynatrace

DECEMBER 27, 2022

In what follows, we explore some of these best practices and guidance for implementing service-level objectives in your monitored environment. First, it helps to understand that applications and all the services and infrastructure that support them generate telemetry data based on traffic from real users. Availability.

Software

Software Software Benchmarking Latency

Artificial Intelligence in Cloud Computing

Scalegrid

JANUARY 8, 2024

The partnership between AI and cloud computing brings about transformative trends like enhanced security through intelligent threat detection, real-time analytics, personalization, and the implementation of edge computing for quicker on-site decision-making. Key among these trends is the emphasis on security and intelligent analytics.

Artificial Intelligence

Artificial Intelligence Cloud Scalability Analytics

Leverage automated and intelligent observability for OpenTelemetry for Go with Dynatrace PurePath 4

Dynatrace

JANUARY 28, 2021

Such additional telemetry data includes user-behavior analytics, code-level visibility, and metadata (including open-source data). Such monitoring data is critical to providing satisfying digital experiences and services to customers. With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control.

Traffic

Traffic Open Source Servers Cloud

What is a Distributed Storage System

Scalegrid

FEBRUARY 8, 2024

Nevertheless, strategies like using content delivery networks (CDNs), implementing effective caching mechanisms for data retrieval efficiency, refining network traffic routing methods, and incorporating compression technologies can help overcome these obstacles.

Storage

Storage Systems Big Data Azure

The road to observability with OpenTelemetry demo part 1: Identifying metrics and traces

Dynatrace

MAY 17, 2023

Traditionally, organizations have relied solely on logging to monitor how applications perform, and that – generally – works fine in many cases. Memory usage will be a continuously monitored gauge instrument, which will provide us with live insight into how each agent is performing memory-wise.

Metrics

Metrics Open Source Traffic Cache

Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix TechBlog

JANUARY 10, 2024

Complexity Analysis Service (CAS): The optimal encoding recipe is highly content-dependent. This service takes a mezzanine as the input and performs analysis to understand the content complexity. It calls Video Encoding Service for pre-encoding and Video Quality Service for quality evaluation.

Processing

Processing Media Latency Innovation

Probabilistic Data Structures for Web Analytics and Data Mining

Highly Scalable

MAY 1, 2012

Statistical analysis and mining of huge multi-terabyte data sets is a common task nowadays, especially in the areas like web analytics and Internet advertising. Analysis of such large data sets often requires powerful distributed data stores like Hadoop and heavy data processing with techniques like MapReduce. Case Study.

Analytics

Analytics Traffic Big Data Efficiency

Multi-CDN Strategy: Benefits and Best Practices

IO River

NOVEMBER 2, 2023

implement a M-CDN, organizations can use traffic management tools or Multi-CDN switching solutions that distribute and route content across the various CDN providers. Outages are a common occurrence; a global outage could take the entire network down while local outages could force the CDN vendor to serve the traffic from a non-local PoP.

Best Practices

Best Practices Strategy Traffic Virtualization

Python at Netflix

The Netflix TechBlog

APRIL 29, 2019

Demand Engineering Demand Engineering is responsible for Regional Failovers , Traffic Distribution, Capacity Operations and Fleet Efficiency of the Netflix cloud. CORE The CORE team uses Python in our alerting and statistical analytical work. It serves as an entry point into any new analysis.

Open Source

Open Source Network Infrastructure Big Data

What is web application security? Everything you need to know.

Dynatrace

JUNE 9, 2021

Software Composition Analysis (SCA) analyzes applications to detect open-source software (OSS) and third-party components known to have security vulnerabilities or licensing restrictions. Developers include an IAST agent inside each application, and the agent conducts runtime analysis of the application code, memory, and data flow.

Open Source

Open Source Entertainment Tuning Internet

Edgar: Solving Mysteries Faster with Observability

The Netflix TechBlog

SEPTEMBER 2, 2020

Edgar helps Netflix teams troubleshoot distributed systems efficiently with the help of a summarized presentation of request tracing, logs, analysis, and metadata. In an earlier blog post, we discussed Telltale , our health monitoring system. by Elizabeth Carretto Everyone loves Unsolved Mysteries. What is Edgar?

Latency

Latency Transportation Engineering Traffic

What Is a Workload in Cloud Computing

Scalegrid

JANUARY 12, 2024

Key Takeaways A cloud workload encompasses any application or service running on a cloud infrastructure, facilitating tasks ranging from basic functions to advanced data analysis with the help of resources like databases, collaboration tools, and disaster recovery systems. Additionally. Ultimately improving efficiency while minimizing errors.

Cloud

Cloud Virtualization Storage Efficiency

Ecommerce Software Solutions Can Help You Streamline Your Business

Official Blog - World Web Technology

JULY 7, 2023

Improving Inventory Control The extensive inventory management tools offered by e-commerce software solutions enable companies to monitor their stock levels in real time. Businesses may evaluate product performance, spot slow-moving merchandise, and make data-driven decisions to optimize inventory using comprehensive reporting and analytics.

Ecommerce

Ecommerce Software Software Analytics

CDN Web Application Firewall (WAF): Your Shield Against Online Threats

IO River

NOVEMBER 15, 2023

In technical terms, network-level firewalls regulate access by blocking or permitting traffic based on predefined rules. â€At its core, WAF operates by adhering to a rulebookâ€”a comprehensive list of conditions that dictate how to handle incoming web traffic. You'll have logs and analytics scattered across different CDNs.

Traffic

Traffic Network Logistics Architecture

Tutorial: Guide to automated SRE-driven performance engineering

Dynatrace

MAY 28, 2020

Now, while we’ve been pushing these concepts in Keptn we haven’t explained well enough how to level-up your existing load testing scripts for better SLI monitoring and how to integrate them with Dynatrace in order to reap all the benefits of SLI-based Performance Analysis. A key concept in monitoring is proper tagging.

Engineering

Engineering Performance Metrics Best Practices

Hello INP! Here's everything you need to know about the newest Core Web Vital

Speed Curve

MARCH 11, 2024

But we also approach each new metric with an analytical eye. Correlation charts give you a histogram view of all your user traffic, broken out into cohorts based on performance metrics such as INP. After further analysis, Cliff discovered still more important INP insights, including: 1. Does INP correlate to user behaviour?

Mobile

Mobile Google Metrics Monitoring

AI techniques enhance and accelerate exploratory data analytics

What is application security monitoring?

Trending Sources

Advanced security analytics to resolve incidents quickly and streamline threat hunting

Network performance monitoring top of mind for CloudOps teams

Data lakehouse innovations advance the three pillars of observability for more collaborative analytics

Stream logs to Dynatrace with Amazon Data Firehose to boost your cloud-native journey

TTP-based threat hunting with Dynatrace Security Analytics and Falco Alerts solves alert noise

How digital experience monitoring helps deliver business observability

Dynatrace ensures continuous software quality by combining synthetic monitoring and automatic release validation

AWS observability: AWS monitoring best practices for resiliency

Get the insights you need for your F5 BIG-IP LTM

What is log management? How to tame distributed cloud system complexities

Dynatrace PurePath 4 integrates OpenTelemetry and the latest cloud-native technologies and provides analytics and AI at scale

Dynatrace adds support for VPC Flow Logs to Kinesis Data Firehose

Unlock end-to-end observability insights with Dynatrace PurePath 4 seamless integration of OpenTracing for Java

Dynatrace adds support for AWS Transit Gateway with VPC Flow Logs

New SNMP platform extensions provide observability at scale for network devices

Build and operate multicloud FaaS with enhanced, intelligent end-to-end observability

Kubernetes vs Docker: What’s the difference?

Privacy controls and barriers to session replay

The road to observability demo part 3: Collect, instrument, and analyze telemetry data automatically with Dynatrace

Dynatrace simplifies StatsD, Telegraf, and Prometheus observability with Davis AI

Transform log data into actionable metrics and have Davis AI do the work for you

AWS EKS Monitoring as a Self-Service with Dynatrace

Business Insights extends support for optimizing Core Web Vitals

Digital transformation strategies: Success stories from three digital transformation journeys

MySQL Key Performance Indicators (KPI) With PMM

Five-nines availability: Always-on infrastructure delivers system availability during the holidays’ peak loads

Implementing service-level objectives to improve software quality

Artificial Intelligence in Cloud Computing

Leverage automated and intelligent observability for OpenTelemetry for Go with Dynatrace PurePath 4

What is a Distributed Storage System

The road to observability with OpenTelemetry demo part 1: Identifying metrics and traces

Rebuilding Netflix Video Processing Pipeline with Microservices

Probabilistic Data Structures for Web Analytics and Data Mining

Multi-CDN Strategy: Benefits and Best Practices

Python at Netflix

What is web application security? Everything you need to know.

Edgar: Solving Mysteries Faster with Observability

What Is a Workload in Cloud Computing

Ecommerce Software Solutions Can Help You Streamline Your Business

CDN Web Application Firewall (WAF): Your Shield Against Online Threats

Tutorial: Guide to automated SRE-driven performance engineering

Hello INP! Here's everything you need to know about the newest Core Web Vital

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