Analytics 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 Database

Geek Reading - Week of June 5, 2013

DZone

OCTOBER 11, 2022

Linux System Mining with Python ( Javalobby – The heart of the Java developer community). Java EE 7 is Final. Javalobby – The heart of the Java developer community). Learning Through Simulation ( Javalobby – The heart of the Java developer community). Thoughts, Insights and Further Pointers.

Java

Java Best Practices Google Analytics

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

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

Dynatrace

APRIL 13, 2023

(for example, query topology to cross reference entity information to narrow down attacked services to those that are running Java) To what extent could we be compromised? for example, collate which and how many Java applications were attacked) Did we lose any critical data?

Analytics

Analytics Java Infrastructure Cloud

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 Analytics Storage Cloud

Enhanced AI model observability with Dynatrace and Traceloop OpenLLMetry

Dynatrace

DECEMBER 4, 2023

Utilizing an additional OpenTelemetry SDK layer, this data seamlessly flows into the Dynatrace environment, offering advanced analytics and a holistic view of the AI deployment stack. How OpenLLMetry works OpenLLMetry supports AI model observability by capturing and normalizing key performance indicators (KPIs) from diverse AI frameworks.

Open Source

Open Source Latency Metrics Java

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

Citrix monitoring with Dynatrace: Easily observe your entire Citrix ecosystem

Dynatrace

SEPTEMBER 13, 2023

Many companies rely on Citrix as a critical component of their infrastructure that demands thorough observability and integrated analytics across the entire application landscape. Automated AI-powered analytics are necessary to match the scale of monitoring these enterprises require.

Monitoring

Monitoring Healthcare Infrastructure Metrics

The Power of Integrated Analytics Within an IMDG

ScaleOut Software

JULY 21, 2020

ScaleOut StateServer® Pro Adds Analytics to In-Memory Data Grids . Java applications use a similar mechanism.). This can saturate the client’s CPU and delay responses, as illustrated in the following diagram: ScaleOut StateServer Pro: Integrated Data Analytics. In-Memory Data Grids for Fast-Changing Data.

Analytics

Analytics Airlines Cache Scalability

The Power of Integrated Analytics Within an IMDG

ScaleOut Software

JULY 21, 2020

ScaleOut StateServer® Pro Adds Analytics to In-Memory Data Grids . Java applications use a similar mechanism.). This can saturate the client’s CPU and delay responses, as illustrated in the following diagram: ScaleOut StateServer Pro: Integrated Data Analytics. In-Memory Data Grids for Fast-Changing Data.

Analytics

Analytics Airlines Cache Scalability

Keep security findings at your fingertips with the Dynatrace mobile app

Dynatrace

OCTOBER 27, 2023

Dynatrace Application Security changed this by introducing Runtime Vulnerability Analytics for your production environments. This is a serious security issue that affects many Java applications. This feature enables multiple stakeholders to have immediate visibility of the security posture of their apps and act accordingly.

Mobile

Mobile Java Internet Internet

Mastering MongoDB® Timeout Settings

Scalegrid

DECEMBER 14, 2023

For example, your payment history might be on one database cluster and your analytics records on another cluster. If your analytics server is down, then each operation will wait for a default of 30 seconds before failing (which may or may not be what you want). x+ in Java).

Java

Java Network Servers Database

Understand and replay Android app crashes with Session Replay

Dynatrace

SEPTEMBER 20, 2022

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. Sign up for the Dynatrace Session Replay Performance Clinic and discover how to unleash the power of advanced mobile user analytics. Mask sensitive data.

Healthcare

Healthcare Government Mobile Retail

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

Dynatrace

MAY 24, 2021

Performance improvements ensure full observability without jeopardizing user experience: We’re seeing tremendous performance improvements, especially for functions that are written in Java.

Lambda

Lambda AWS Serverless Java

Scalable Annotation Service?—?Marken

The Netflix TechBlog

JANUARY 25, 2023

All data should be also available for offline analytics in Hive/Iceberg. Unlike Java, we support multiple inheritance as well. In this stack, we are controlling the write throughput to our backend databases using Java threadpool configurations. This allows our clients to create an “is-a-type-of” relationship between schemas.

Scalability

Scalability Latency Media Architecture

Netflix End of Series 1

Brendan Gregg

APRIL 14, 2022

On the Netflix Java/Linux/EC2 stack there were no working mixed-mode flame graphs, no production safe dynamic tracer, and no PMCs: All tools I used extensively for advanced performance analysis. I joined Netflix in 2014, a company at the forefront of cloud computing with an attractive [work culture].

Java

Java Cloud Cache AWS

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. The schema and index-dependent approach of traditional databases can’t keep pace or provide adequate analytics of these hyperscale environments.

Cloud

Cloud DevOps Open Source Retail

How Dynatrace uses Dynatrace to combat the Log4j vulnerability (Log4Shell)

Dynatrace

JANUARY 13, 2022

Log4Shell is a software vulnerability in Apache Log4j 2 , a popular Java library for logging information in applications. The vulnerability enables a remote attacker to execute arbitrary code on a service on the internet if the service runs certain versions of Log4j 2.

Social Media

Social Media Strategy Media Java

Building a responsible data capture policy

Dynatrace

JANUARY 3, 2020

The addition of the Digital Business Analytics module to the Dynatrace Software Intelligence Platform gives you a new way to understand the impact that application errors, performance and user behavior have on your business. inside any of your microservices via HTTP headers or payloads, Java/.Net Net method parameters, etc).

Best Practices

Best Practices Analytics Education Google

Building Netflix’s Distributed Tracing Infrastructure

The Netflix TechBlog

OCTOBER 19, 2020

Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured. We chose Open-Zipkin because it had better integrations with our Spring Boot based Java runtime environment.

Infrastructure

Infrastructure Transportation Storage Open Source

OTel contributor Q&A: Dynatrace works to ensure enterprise readiness for OpenTelemetry

Dynatrace

NOVEMBER 17, 2020

I worked on providing code-level insights for Java and.NET services and applications before shifting gears and joining the OpenTelemetry community back in May 2019. These OpenTelemetry custom metrics will be picked up by the Dynatrace analytics engine, ensuring automated and intelligent observability. years ago.

Open Source

Open Source Software Engineering Government Java

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

Data Reprocessing Pipeline in Asset Management Platform @Netflix

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. For fast processing of the events, we use different settings of Kafka consumer and Java executor thread pool.

Media

Media Traffic Processing Design

Automatic connection of logs and traces accelerates AI-driven cloud analytics

Dynatrace

NOVEMBER 18, 2021

By unifying log analytics with PurePath tracing, Dynatrace is now able to automatically connect monitored logs with PurePath distributed traces. This provides a holistic view, advanced analytics, and AI-powered answers for cloud optimization and troubleshooting. How to get started. New to Dynatrace? If so, start your free trial today!

Analytics

Analytics Cloud Java Serverless

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). PurePath 4 integrates OpenTelemetry Go data for enterprise-grade collection and contextual AI analytics. Unlock extended end-to-end traceability for OpenTelemetry-instrumented Go applications.

Traffic

Traffic Open Source Servers Cloud

Digital Business Analytics: Let’s get started!

Dynatrace

FEBRUARY 25, 2020

We introduced Digital Business Analytics in part one as a way for our customers to tie business metrics to application performance and user experience, delivering unified insights into how these metrics influence business milestones and KPIs. A sample Digital Business Analytics dashboard. Dynatrace news.

Analytics

Analytics Metrics Best Practices Servers

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. The post New analytics capabilities for messaging system-related anomalies appeared first on Dynatrace blog. Finally, you can configure and activate them there. New to Dynatrace?

Analytics

Analytics Systems DevOps Healthcare

Shift Left Testing: Some tools that can help

Testsigma

JULY 31, 2021

It comes with highly customizable reports and an analytics dashboard so you can track and enhance your test and team performance. It’s equipped with an analytics and reports dashboard that offers real-time test performance results; you can monitor team development and user activity to obtain actionable insights. Signup now.

Testing

Testing Testing Tools Analytics Java

Netflix End of Series 1

Brendan Gregg

APRIL 14, 2022

On the Netflix Java/Linux/EC2 stack there were no working mixed-mode flame graphs, no production safe dynamic tracer, and no PMCs: All tools I used extensively for advanced performance analysis. Netflix has been the best job of my career so far, and I'll miss my colleagues and the culture.

Java

Java Cache Cloud AWS

Developing Real-Time Digital Twins for Cloud Deployment

ScaleOut Software

AUGUST 20, 2020

This blog post explains how a new software construct called a real-time digital twin running in a cloud-hosted service can create a breakthrough for streaming analytics. A real-time digital twin would take the next step by hosting a predictive analytics algorithm that analyzes changes in these properties.

Cloud

Cloud Development Analytics Azure

Developing Real-Time Digital Twins for Cloud Deployment

ScaleOut Software

AUGUST 20, 2020

This blog post explains how a new software construct called a real-time digital twin running in a cloud-hosted service can create a breakthrough for streaming analytics. A real-time digital twin would take the next step by hosting a predictive analytics algorithm that analyzes changes in these properties.

Cloud

Cloud Development Analytics Azure

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. Find OpenTracing for Java seamlessly integrated into PurePath 4. Deep-code execution details. Always-on profiling in transaction context.

Java

Java Traffic Strategy Architecture

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

Dynatrace

MAY 17, 2023

Additionally, OpenTelemetry provides SDKs, instrumentation libraries, and reference implementations for major programming languages, such as Java,NET, JavaScript, and more so developers can build standardized observability telemetry into their systems.

Metrics

Metrics Open Source Traffic Cache

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

High Scalability

FEBRUARY 5, 2019

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. It runs natively on.Net, and provides a native.Net, COM & ODBC apis for integration.

Software

Software Software Infrastructure Metrics

Dynatrace simplifies OpenTelemetry metric collection for context-aware AI analytics

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

Trending Sources

Geek Reading - Week of June 5, 2013

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

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

Dynatrace and Red Hat expand enterprise observability to edge computing

Enhanced AI model observability with Dynatrace and Traceloop OpenLLMetry

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

Citrix monitoring with Dynatrace: Easily observe your entire Citrix ecosystem

The Power of Integrated Analytics Within an IMDG

The Power of Integrated Analytics Within an IMDG

Keep security findings at your fingertips with the Dynatrace mobile app

Mastering MongoDB® Timeout Settings

Understand and replay Android app crashes with Session Replay

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

Scalable Annotation Service?—?Marken

Netflix End of Series 1

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

How Dynatrace uses Dynatrace to combat the Log4j vulnerability (Log4Shell)

Building a responsible data capture policy

Building Netflix’s Distributed Tracing Infrastructure

OTel contributor Q&A: Dynatrace works to ensure enterprise readiness for OpenTelemetry

Sponsored Post: Software Buyers Council, 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

Data Reprocessing Pipeline in Asset Management Platform @Netflix

Automatic connection of logs and traces accelerates AI-driven cloud analytics

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

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

Digital Business Analytics: Let’s get started!

New analytics capabilities for messaging system-related anomalies

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

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

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

Shift Left Testing: Some tools that can help

Netflix End of Series 1

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

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

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

Developing Real-Time Digital Twins for Cloud Deployment

Developing Real-Time Digital Twins for Cloud Deployment

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

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

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

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