Analytics, Event 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

RabbitMQ vs. Kafka: Key Differences

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. Kafka is optimized for high-throughput event streaming , excelling in real-time analytics and large-scale data ingestion. What is Apache Kafka?

Latency

Latency Analytics Architecture Storage

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 Architecture Strategy

New analytics capabilities for messaging system-related anomalies

Dynatrace

JANUARY 12, 2022

An example of a critical event-based messaging service for many businesses is adding a product to a shopping cart. We’ve introduced brand-new analytics capabilities by building on top of existing features for messaging systems. 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

These traditional approaches to log monitoring and log analytics thwart IT teams’ goal to address infrastructure performance problems, security threats, and user experience issues. Further, these resources support countless Kubernetes clusters and Java-based architectures. where an error occurred at the code level.

Analytics

Analytics Storage Infrastructure Metrics

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 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. Visibility into SAP CPI messages, down to every single attribute.

Java

Java Analytics Best Practices Monitoring

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

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. for example, collate which and how many Java applications were attacked) Did we lose any critical data?

Java

Java Analytics Infrastructure Cloud

Understand and replay Android app crashes with Session Replay

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. Get started.

Healthcare

Healthcare Government Mobile Retail

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. This approach often leads to heavyweight high-latency analytical processes and poor applicability to realtime use cases. Case Study.

Analytics

Analytics Traffic Big Data Efficiency

A Kubernetes platform engineering strategy tames Kubernetes complexity

Dynatrace

JULY 25, 2024

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. “For example, if most teams run Java, it might not make sense trying to support an outlier. Platform engineering looks to bring in a unified toolset.”

Strategy

Strategy Engineering Open Source Java

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. Change Data Capture(CDC) source connector reads from studio applications’ database transaction logs and emits the change events. tactical) in nature.

Big Data

Big Data Government Processing Analytics

Best of breed observability with Spring Micrometer and Dynatrace

Dynatrace

AUGUST 17, 2023

OneAgent also provides Spring Micrometer metrics with best-in-class distributed tracing, plus memory and garbage collector analysis for Spring Java applications and microservices. But the true power of Dynatrace is in the blending of metrics, traces, and logs in a single unified analytics view, as you’ll see in a moment.

Metrics

Metrics Analytics Speed Java

OpenTelemetry enables automated operations management at scale

Dynatrace

JULY 18, 2022

More than 20 leading cloud and operations analytics vendors have added support to their products — including Dynatrace, which is one of the top contributors to the project. OpenTelemetry was purposely conceived to complement — and not compete with — existing analytical tools. The other option is semi-automatic instrumentation.

Artificial Intelligence

Artificial Intelligence Open Source Analytics Monitoring

Dynatrace SaaS release notes version 1.231

Dynatrace

DECEMBER 2, 2021

Removed seven-day preview from create/edit custom event for alerting pages. Settings > Anomaly detection > Extension events. Settings > Anomaly detection > Custom events for alerting. New analytics view for message queues. Problem detection and notifications. Settings security policies.

Lambda

Lambda Azure Metrics Monitoring

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. As security teams seek to understand malicious events, the importance of unified observability in context compounds.

DevOps

DevOps Analytics Best Practices Java

Announcing enterprise-grade observability at scale for OpenTelemetry custom metrics (Part 2)

Dynatrace

NOVEMBER 27, 2020

NET , Java , JavaScript/Node.js , and Python. Our metric exporters allow for ingestion of OpenTelemetry-instrumented custom metrics into the Dynatrace open analytics and AI platform, giving you precise and actionable analytics across the entire software life cycle. indicate a drop in sales for the Europe region.

Metrics

Metrics Open Source Lambda Serverless

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. Using details provided by Dynatrace on suspicious events, we performed an extensive analysis of logs for the past weeks to ensure there were no successful attacks on this vulnerability.

Social Media

Social Media Strategy Media Java

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. 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

Media Traffic Processing Design

Embrace event-driven computing: Amazon expands DynamoDB with streams, cross-region replication, and database triggers

All Things Distributed

JULY 14, 2015

Also, you can choose to program post-commit actions, such as running aggregate analytical functions or updating other dependent tables. Enter DynamoDB Triggers—an event-driven mechanism that enables developers to define Java or JavaScript functions that run outside the database in response to specific data changes in your DynamoDB tables.

Database

Database Lambda AWS IoT

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. Logs are detailed records of events that happen within an application. It’s similar to keeping a diary where you note down every significant event of your day. Integration with existing tools.

Latency

Latency Best Practices Metrics Open Source

The top eight DevSecOps trends in 2022

Dynatrace

FEBRUARY 23, 2022

Log4Shell enables an attacker to use remote code execution to engage with software that uses the Java logging library Log4j versions 2.0 With AIOps, algorithms observe events in context. and 2.14.1. Unlike MLOps, AIOps doesn’t require training of data.

Serverless

Serverless Infrastructure Innovation DevOps

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

PostgreSQL Trends: Most Popular Cloud Providers, Languages, VACUUM, Query Management Strategies & Deployment Types in Enterprise

Scalegrid

OCTOBER 7, 2019

We recently attended the PostgresConf event in San Jose to hear from the most active PostgreSQL user base on their database management strategies. We found that Java is the most popular programming language for PostgreSQL, being leveraged by 31.1% Java #Python #C Click To Tweet. of enterprise organizations on average.

Strategy

Strategy Cloud Java Open Source

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

Dynatrace

APRIL 11, 2023

The focus on bringing various organizational teams together—such as development, business, and security teams — makes sense as observability data, security data, and business event data coalesce in these cloud-native environments.

Cloud

Cloud DevOps Open Source Retail

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 19, 2019

Fun and Informative Events. 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. Advertise your event here! Apply here.

Software

Software Software Analytics Infrastructure

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

High Scalability

MARCH 19, 2019

Fun and Informative Events. 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. Advertise your event here! Apply here.

Software

Software Software Analytics Infrastructure

Evolution of Netflix Conductor:

The Netflix TechBlog

JULY 30, 2019

Dynamic Workflow Executions For use cases where the need arises to execute a large/arbitrary number of varying workflow definitions or to run a one-time ad hoc workflow for testing or analytical purposes, registering definitions first with the metadata store in order to then execute them only once, adds a lot of additional overhead.

Lambda

Lambda Media Open Source Metrics

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

High Scalability

MARCH 5, 2019

Fun and Informative Events. 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. Advertise your event here! Apply here.

Software

Software Software Analytics Infrastructure

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

High Scalability

FEBRUARY 5, 2019

Fun and Informative Events. Advertise your event here! 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. Apply here. 2) Be heard.

Software

Software Software Infrastructure Engineering

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

High Scalability

FEBRUARY 5, 2019

Fun and Informative Events. Advertise your event here! 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. Apply here. 2) Be heard.

Software

Software Software Infrastructure Engineering

Dynatrace simplifies OpenTelemetry metric collection for context-aware AI analytics

RabbitMQ vs. Kafka: Key Differences

Trending Sources

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

New analytics capabilities for messaging system-related anomalies

How a data lakehouse brings data insights to life

Dynatrace and Red Hat expand enterprise observability to edge computing

Dynatrace extends AI-powered observability for SAP together with PowerConnect

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

Understand and replay Android app crashes with Session Replay

Probabilistic Data Structures for Web Analytics and Data Mining

A Kubernetes platform engineering strategy tames Kubernetes complexity

Data Movement in Netflix Studio via Data Mesh

Best of breed observability with Spring Micrometer and Dynatrace

OpenTelemetry enables automated operations management at scale

Dynatrace SaaS release notes version 1.231

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

Announcing enterprise-grade observability at scale for OpenTelemetry custom metrics (Part 2)

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

Data Reprocessing Pipeline in Asset Management Platform @Netflix

Embrace event-driven computing: Amazon expands DynamoDB with streams, cross-region replication, and database triggers

OpenTelemetry 101: A nontechnical guide for IT leaders and enthusiasts

The top eight DevSecOps trends in 2022

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

PostgreSQL Trends: Most Popular Cloud Providers, Languages, VACUUM, Query Management Strategies & Deployment Types in Enterprise

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

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

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

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

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

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

Evolution of Netflix Conductor:

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

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

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

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

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

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

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

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