Analytics, Infrastructure and Java - Technology Performance Pulse

Dynatrace simplifies OpenTelemetry metric collection for context-aware AI analytics

Dynatrace

JANUARY 17, 2023

Second, embracing the complexity of OpenTelemetry signal collection must come with a guaranteed payoff: gaining analytical insights and causal relationships that improve business performance. The missed SLO can be analytically explored and improved using Davis insights on an out-of-the-box Kubernetes workload overview.

Analytics

Analytics Metrics Open Source Java

Automatic and intelligent end-to-end observability for OpenTelemetry Java

Dynatrace

MAY 13, 2021

Today, Dynatrace is happy to announce OneAgent support for discovering and automatically capturing OpenTelemetry trace data for Java. PurePath integrates OpenTelemetry Java data for enterprise-grade collection and contextual analytics. OpenTelemetry Java API version 1.0.0 OpenTelemetry Java API version 1.0.0

Java

Java Analytics Metrics Servers

Building Netflix’s Distributed Tracing Infrastructure

The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. This insight led us to build Edgar: a distributed tracing infrastructure and user experience. Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured.

Infrastructure

Infrastructure Transportation Storage Open Source

RabbitMQ vs. Kafka: Key Differences

Scalegrid

FEBRUARY 6, 2025

Kafka is optimized for high-throughput event streaming , excelling in real-time analytics and large-scale data ingestion. Its architecture supports stream transformations, joins, and filtering, making it a powerful tool for real-time analytics. Apache Kafka, designed for distributed event streaming, maintains low latency at scale.

Latency

Latency Analytics Architecture Storage

New analytics capabilities for messaging system-related anomalies

Dynatrace

JANUARY 12, 2022

We’ve introduced brand-new analytics capabilities by building on top of existing features for messaging systems. Start your free trial today for best-in-class APM, infrastructure monitoring, and AIOps, all in a single solution. Finally, you can configure and activate them there. New to Dynatrace?

Analytics

Analytics Systems DevOps Healthcare

How a data lakehouse brings data insights to life

Dynatrace

OCTOBER 4, 2022

For IT infrastructure managers and site reliability engineers, or SREs , logs provide a treasure trove of data. These traditional approaches to log monitoring and log analytics thwart IT teams’ goal to address infrastructure performance problems, security threats, and user experience issues.

Analytics

Analytics Storage Infrastructure Metrics

Dynatrace extends AI-powered observability for SAP together with PowerConnect

Dynatrace

JANUARY 31, 2024

Monitoring SAP products can present challenges Monitoring SAP systems can be challenging due to the inherent complexity of using different technologies—such as ABAP, Java, and cloud offerings—and the sheer amount of generated data. SAP HANA server infrastructure monitored with OneAgent.

Java

Java Analytics Best Practices Monitoring

Log auditing and log forensics benefit from converging observability and security data

Dynatrace

APRIL 13, 2023

Log auditing—and its investigative partner, log forensics—are becoming essential practices for securing cloud-native applications and infrastructure. As organizations adopt more cloud-native technologies, observability data—telemetry from applications and infrastructure, including logs, metrics, and traces—and security data are converging.

Java

Java Analytics Infrastructure Cloud

A Kubernetes platform engineering strategy tames Kubernetes complexity

Dynatrace

JULY 25, 2024

In fact, 76% of technology leaders say the dynamic nature of Kubernetes makes it more difficult to maintain visibility of their infrastructure compared with traditional technology stacks. The company receives tens of thousands of requests per second on its edge layer and sees hundreds of millions of events per hour on its analytics layer.

Strategy

Strategy Engineering Open Source Java

Dynatrace and Red Hat expand enterprise observability to edge computing

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. In this case, Davis finds that a Java Spring Micrometer metric called Failed deliveries is highly correlated with CPU spikes.

Retail

Retail Storage Analytics Cloud

Dynatrace leverages new AWS Lambda extensions for seamless end-to-end observability

Dynatrace

MAY 24, 2021

It removes the burden of managing underlying infrastructure and is broadly adopted for cloud-native application environments. Performance improvements ensure full observability without jeopardizing user experience: We’re seeing tremendous performance improvements, especially for functions that are written in Java. Dynatrace news.

Lambda

Lambda AWS Serverless Java

The top eight DevSecOps trends in 2022

Dynatrace

FEBRUARY 23, 2022

Increased adoption of Infrastructure as code (IaC). IaC, or software intelligence as code , codifies and manages IT infrastructure in software, rather than in hardware. Infrastructure as code is also known as software-defined infrastructure, or software intelligence as code. and 2.14.1.

Serverless

Serverless Infrastructure Innovation DevOps

Citrix monitoring with Dynatrace: Easily observe your entire Citrix ecosystem

Dynatrace

SEPTEMBER 13, 2023

Citrix is critical infrastructure For businesses operating in industries with strict regulations, such as healthcare, banking, or government, Citrix virtual apps and virtual desktops are essential for simplified infrastructure management, secure application delivery, and compliance requirements.

Monitoring

Monitoring Healthcare Infrastructure Metrics

Dynatrace joins the OpenTelemetry project

Dynatrace

JUNE 13, 2019

The Dynatrace platform automatically integrates OpenTelemetry data, thereby providing the highest possible scalability, enterprise manageability, seamless processing of data, and, most importantly the best analytics through Davis (our AI-driven analytics engine), and automation support available. What Dynatrace will contribute.

IoT

IoT C++ Analytics Java

Unmatched scalability and security of Dynatrace extensions now available for all supported technologies: 7 reasons to migrate your JMX and Python plugins

Dynatrace

NOVEMBER 3, 2023

focused on technology coverage, building on the flexibility of JMX for Java and Python-based coded extensions for everything else. address these limitations and brings new monitoring and analytical capabilities that weren’t available to Extensions 1.0: Reporting and analytics assets out-of-the-box Bundles offered by Extensions 2.0

Technology

Technology Technology Scalability Availability

Black Hat 2023: Pairing causal AI and generative AI for cybersecurity threats

Dynatrace

AUGUST 7, 2023

Learn more about securing modern applications and infrastructure and how to integrate security analytics into your DevSecOps initiative with the following resources. To learn more about leveraging observability and cybersecurity analytics to protect your organization from cyber threats, check out the following resources.

DevOps

DevOps Analytics Best Practices Java

OpenTelemetry enables automated operations management at scale

Dynatrace

JULY 18, 2022

The OpenTelemetry project was created to address the growing need for artificial intelligence-enabled IT operations — or AIOps — as organizations broaden their technology horizons beyond on-premises infrastructure and into multiple clouds. OpenTelemetry was purposely conceived to complement — and not compete with — existing analytical tools.

Artificial Intelligence

Artificial Intelligence Open Source Analytics Monitoring

Dynatrace introduces automatic vulnerability management for PHP

Dynatrace

DECEMBER 9, 2021

Unlike other solutions, Dynatrace Application Security is part of the larger Dynatrace Software Intelligence Platform , which provides application and microservices monitoring, infrastructure monitoring, digital experience management, business analytics, and cloud automation. Automatic PHP application security with Dynatrace.

Social Media

Social Media Open Source Cloud Media

Digital transformation strategies: Success stories from three digital transformation journeys

Dynatrace

MAY 8, 2023

However, digital transformation requires significant investment in technology infrastructure and processes. The proof point for one organization is Log4Shell, a critical zero-day vulnerability discovered in a popular Java library in 2021. Their advice includes the following practices: Get technical and platform teams on board.

Strategy

Strategy Retail DevOps Education

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

Dynatrace

JANUARY 28, 2021

For today’s highly dynamic and exceedingly complex production environments, performance problems that are evident at the service level (for example, slow response times or failed requests) are often the result of underlying (cloud) infrastructure issues. Unlock extended end-to-end traceability for OpenTelemetry-instrumented Go applications.

Traffic

Traffic Open Source Servers Cloud

Dynatrace SaaS release notes version 1.231

Dynatrace

DECEMBER 2, 2021

Infrastructure Monitoring. Settings > Anomaly detection > Infrastructure. New analytics view for message queues. Infrastructure Monitoring. Infrastructure Monitoring. Dynatrace Hub recommendations added to Kubernetes details page for OpenShift clusters. Problem detection and notifications. CASP-11916).

Lambda

Lambda Azure Metrics Monitoring

RSA Guide 2023: Cloud application security remains core challenge for organizations

Dynatrace

APRIL 11, 2023

For example, the open source Java library at the heart of the Log4Shell crisis in 2021 was patched within days given the pervasiveness of the code. Observability is critical for monitoring application performance, infrastructure, and user behavior within hybrid, microservices-based environments.

Cloud

Cloud DevOps Open Source Retail

OpenTelemetry 101: A nontechnical guide for IT leaders and enthusiasts

Dynatrace

JULY 22, 2024

Text-based records of events and activities generated by applications and infrastructure components. OpenTelemetry supports a variety of languages, including Java, Python, JavaScript, and more, making it accessible to most applications. Logs are used for debugging, troubleshooting, and auditing purposes.

Latency

Latency Best Practices Metrics Open Source

Dynatrace Application Security protects your applications in complex cloud environments

Dynatrace

DECEMBER 8, 2020

It enables teams to collaborate more effectively using a single source of truth that offers different perspectives for the various teams, including real-time vulnerability impact data and forensic analytics down to code level for developers and security specialists. Continuous visibility throughout the DevSecOps lifecycle. Next up: node.js.

Cloud

Cloud Open Source Internet Internet

Elasticsearch Indexing Strategy in Asset Management Platform (AMP)

The Netflix TechBlog

MARCH 10, 2023

And finally, we have an Apache Iceberg layer which stores assets in a denormalized fashion to help answer heavy queries for analytics use cases. Since we only focused on Elasticsearch indexing in this blog, we are planning to create another blog to talk about this infrastructure later. Net, Ruby, Perl etc.).

Strategy

Strategy Cache Storage Analytics

Data Movement in Netflix Studio via Data Mesh

The Netflix TechBlog

JULY 26, 2021

The paradigm spans across methods, tools, and technologies and is usually defined in contrast to analytical reporting and predictive modeling which are more strategic (vs. CDC events can also be sent to Data Mesh via a Java Client Producer Library. tactical) in nature. Currently Iceberg sink is appended only.

Big Data

Big Data Government Processing Analytics

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

FEBRUARY 19, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Software

Software Software Analytics Infrastructure

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

MARCH 19, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Software

Software Software Analytics Infrastructure

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

MARCH 5, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Software

Software Software Analytics Infrastructure

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. Garbage collection count Garbage collection is JVM related and indicates how often the Java GC ran.

Metrics

Metrics Database Monitoring Network

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

FEBRUARY 5, 2019

Upcoming topics include infrastructure and application monitoring, AI/ML platforms, and more. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Software

Software Software Infrastructure Engineering

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

FEBRUARY 5, 2019

Upcoming topics include infrastructure and application monitoring, AI/ML platforms, and more. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Software

Software Software Infrastructure Engineering

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

Dynatrace

MAY 17, 2023

But its underlying goal is quite humble and straightforward: it wants to enable you to observe an IT system (for example, a web application, infrastructure, or services) and gain insight to its behavior, such as performance, error rates, hot spots of executed instructions in code, and more.

Metrics

Metrics Open Source Traffic Cache

Dynatrace simplifies OpenTelemetry metric collection for context-aware AI analytics

Automatic and intelligent end-to-end observability for OpenTelemetry Java

Trending Sources

Building Netflix’s Distributed Tracing Infrastructure

RabbitMQ vs. Kafka: Key Differences

New analytics capabilities for messaging system-related anomalies

How a data lakehouse brings data insights to life

Dynatrace extends AI-powered observability for SAP together with PowerConnect

Log auditing and log forensics benefit from converging observability and security data

A Kubernetes platform engineering strategy tames Kubernetes complexity

Dynatrace and Red Hat expand enterprise observability to edge computing

Dynatrace leverages new AWS Lambda extensions for seamless end-to-end observability

The top eight DevSecOps trends in 2022

Citrix monitoring with Dynatrace: Easily observe your entire Citrix ecosystem

Dynatrace joins the OpenTelemetry project

Unmatched scalability and security of Dynatrace extensions now available for all supported technologies: 7 reasons to migrate your JMX and Python plugins

Black Hat 2023: Pairing causal AI and generative AI for cybersecurity threats

OpenTelemetry enables automated operations management at scale

Dynatrace introduces automatic vulnerability management for PHP

Digital transformation strategies: Success stories from three digital transformation journeys

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

Dynatrace SaaS release notes version 1.231

RSA Guide 2023: Cloud application security remains core challenge for organizations

OpenTelemetry 101: A nontechnical guide for IT leaders and enthusiasts

Dynatrace Application Security protects your applications in complex cloud environments

Elasticsearch Indexing Strategy in Asset Management Platform (AMP)

Data Movement in Netflix Studio via Data Mesh

Sponsored Post: PerfOps, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: PerfOps, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: PerfOps, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

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

Sponsored Post: InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Software Buyers Council, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr, MemSQL

Sponsored Post: Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr, MemSQL

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

Sponsored Post: Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

Sponsored Post: Etleap, PerfOps, InMemory.Net, Triplebyte, Stream, Scalyr

Sponsored Post: Twitch, InMemory.Net, Triplebyte, Etleap, Stream, Scalyr, MemSQL

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