Dynatrace

OCTOBER 4, 2022

IT pros want a data and analytics solution that doesn’t require tradeoffs between speed, scale, and cost. With a data and analytics approach that focuses on performance without sacrificing cost, IT pros can gain access to answers that indicate precisely which service just went down and the root cause. Don’t reinvent the wheel.

Analytics 246

Analytics Software Software Storage 246

DZone

FEBRUARY 26, 2025

One such open-source, distributed search and analytics engine is Elasticsearch, which is very efficient at handling data in large sets and high-velocity queries. With the evolution of modern applications serving increasing needs for real-time data processing and retrieval, scalability does, too.

Scalability 147

Scalability Open Source Latency Architecture 147

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. New to Dynatrace? If so, start your free trial today!

Analytics 246

Analytics Cloud Java Serverless 246

InfoQ

NOVEMBER 18, 2024

Uber uses Presto, an open-source distributed SQL query engine, to provide analytics across several data sources, including Apache Hive, Apache Pinot, MySQL, and Apache Kafka. To improve its performance, Uber engineers explored the advantages of dealing with quick queries, a.k.a.

Analytics 78

Analytics Open Source Engineering Performance 78

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. Open source solutions are also making tracing harder.

Analytics 246

Analytics Innovation Metrics Database 246

Scalegrid

OCTOBER 18, 2024

Licensing, Security, and Support Free vs. Paid: Is the tool free, open-source, or does it require a license or subscription? Community Support: For open-source tools, is there an active community for troubleshooting and support? Data visualization and analytics tools with a direct integration with Tableau are possible.

Open Source 147

Open Source Database Cloud Operating System 147

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. Dynatrace Grail  is a data lakehouse that provides context-rich analytics capabilities for observability, security, and business data. Therefore, we filtered them out with DQL.

Analytics 246

Analytics AWS Infrastructure Strategy 246

Dynatrace

JANUARY 31, 2024

Introducing Dynatrace OpenPipeline OpenPipeline is a stream-processing technology that transforms how the Dynatrace platform ingests data from any source, at any scale, and in any format. With OpenPipeline, you can easily collect data from Dynatrace OneAgent®, open source collectors such as OpenTelemetry, or other third-party tools.

Analytics 272

Analytics Processing Transportation Storage 272

Dynatrace

DECEMBER 18, 2020

This year I wrote two open-source apps for Dynatrace users. Now we have performance and errors all covered: Business Analytics. Digital Business Analytics can help answer those questions. From the BizOpsConfigurator analytics, we were able to draw conclusions about which dashboard packs to focus on next.

Analytics 200

Analytics Metrics IoT Monitoring 200

Uber Engineering

OCTOBER 9, 2017

These insights range from in-the-moment traffic conditions that provide guidance on trip routes to the Estimated Time of Delivery (ETD) of an UberEATS … The post Introducing AthenaX, Uber Engineering’s Open Source Streaming Analytics Platform appeared first on Uber Engineering Blog.

Open Source 86

Open Source Analytics Traffic Engineering 86

Percona

MARCH 30, 2023

The use of open source databases has increased steadily in recent years. Past trepidation — about perceived vulnerabilities and performance issues — has faded as decision makers realize what an “open source database” really is and what it offers. What is an open source database?

Open Source 107

Open Source Database Storage Scalability 107

Scalegrid

FEBRUARY 6, 2025

Kafka is optimized for high-throughput event streaming , excelling in real-time analytics and large-scale data ingestion. RabbitMQ is an open-source message broker that supports multiple messaging protocols , including AMQP, STOMP, MQTT, and RabbitMQ Streams. What is RabbitMQ? What is Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

DZone

MARCH 14, 2024

Grafana, a leading open-source platform for monitoring and observability, has emerged as a critical player in enhancing security postures through real-time security analytics and alerts. Businesses are in dire need of robust tools that not only detect threats in real time but also provide actionable insights to mitigate risks.

Analytics 173

Analytics Open Source Metrics Monitoring 173

DZone

JUNE 11, 2020

TiDB is an open-source, distributed SQL database that supports Hybrid Transactional/Analytical Processing (HTAP) workloads. It's challenging to troubleshoot issues in a distributed database because the information about the system is scattered in different machines. Before version 4.0,

Database 246

Database Open Source Analytics Architecture 246

Dynatrace

MARCH 12, 2025

Behind the scenes, Dynatrace merges the standard telemetry with these advanced AI attributes, surfaces them in real-time dashboards, and applies AI-driven analytics to discover anomalies, forecast usage costs, and diagnose root causes. Distributed Tracing overview of an Amazon Bedrock request with LangChain.

Metrics 165

Metrics Serverless Analytics Innovation 165

Dynatrace

APRIL 29, 2021

Our Dynatrace researchers now have a space to share their contributions and research in the domains of software intelligence, data science, real-time analytics, distributed data systems, and cloud-native application security.

Engineering 264

Engineering Open Source Website Innovation 264

Dynatrace

JULY 2, 2024

Log collection platforms, such as Fluent Bit, give organizations a much-needed solution for quickly gathering and processing log data to make it available in different backends for further analytics. Fluent Bit, an open source tool within the CNCF ecosystem, is a popular choice when choosing which log collection tool to use.

Open Source 264

Open Source Analytics Cloud Innovation 264

Dynatrace

JULY 11, 2023

Dynatrace has supported the OpenTelemetry project for years as a key contributor and contributed to its rise to a popular open source observability framework for cloud-native software. By ingesting OTLP logs into Dynatrace, you can utilize the Grail™ data lakehouse and its massively-parallel processing analytics engine.

Open Source 246

Open Source Analytics Metrics Cloud 246

DZone

SEPTEMBER 14, 2023

Apache Spark , a robust open-source data processing framework, has emerged as a game-changer in this domain. While this format may not be ideal when you only need to retrieve a few rows from a large partition, it truly excels in analytical use cases.

Big Data 279

Big Data Processing Open Source Games 279

DZone

OCTOBER 1, 2023

Elasticsearch is an open-source search engine and analytics store used by a variety of applications from search in e-commerce stores, to internal log management tools using the ELK stack (short for “Elasticsearch, Logstash, Kibana”).

Open Source 257

Open Source Tuning Analytics Scalability 257

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Telegraf is an open-source agent by Influxdata. With the addition of a secure local REST API, we’ll soon bring this to other open-source metric providers like Spring Micrometer or OpenTelemetry metrics.

Open Source 264

Open Source Metrics Analytics Tuning 264

Dynatrace

JUNE 6, 2023

Kubernetes has become the leading container orchestration platform for organizations adopting open source solutions to manage, scale, and automate application deployment. Kubernetes is an open source container orchestration platform for managing, automating, and scaling containerized applications. AI-powered analytics.

Open Source 246

Open Source Storage Analytics Innovation 246

Dynatrace

OCTOBER 1, 2021

In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. Open-source solutions, such as OpenTelemetry , provide a de facto standard for collecting telemetry data in cloud settings.

Metrics 363

Metrics Open Source Monitoring Cloud 363

The Netflix TechBlog

APRIL 29, 2019

We use and contribute to many open-source Python packages, some of which are mentioned below. CORE The CORE team uses Python in our alerting and statistical analytical work. Python is also a tool we typically use for automation tasks, data exploration and cleaning, and as a convenient source for visualization work.

Open Source 280

Open Source Network Infrastructure Big Data 280

Dynatrace

NOVEMBER 27, 2020

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. Collect usage statistics by pre-instrumenting an open-source framework. “We

Metrics 214

Metrics Open Source Lambda Serverless 214

Dynatrace

OCTOBER 4, 2022

Grail needs to support security data as well as business analytics data and use cases. With that in mind, Grail needs to achieve three main goals with minimal impact to cost: Cope with and manage an enormous amount of data —both on ingest and analytics. High-performance analytics—no indexing required.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

SEPTEMBER 29, 2021

Docker Engine is built on top containerd , the leading open-source container runtime, a project of the Cloud Native Computing Foundation (DNCF). Kubernetes is an open-source container orchestration platform for managing, automating, and scaling containerized applications. Here the overlap with Kubernetes begins.

Open Source 334

Open Source DevOps Traffic Cloud 334

Dynatrace

DECEMBER 4, 2023

OpenLLMetry, an open source SDK built on OpenTelemetry, offers standardized data collection for AI Model observability. 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.

Open Source 279

Open Source Metrics Java Latency 279

Dynatrace

JUNE 27, 2023

We hear from our customers how important it is to have a centralized, quick, and powerful access point to analyze these logs; hence we’re making it easier to ingest AWS S3 logs and leverage Dynatrace Log Management and Analytics powered by Grail. However, as a first step, logs from S3 need to be ingested into Dynatrace Grail.

AWS 246

AWS Cloud Lambda Analytics 246

DZone

AUGUST 23, 2023

It enables trend analysis, anomaly detection, and predictive analytics, empowering businesses to optimize performance and make data-driven decisions. Thanks to technological advancements and the accessibility of open-source tools, gathering and analyzing data from IoT devices has become easier than ever before.

IoT 241

IoT Energy Open Source Analytics 241

Dynatrace

JULY 18, 2022

Gartner has estimated that 70% of new cloud-native application monitoring will use open source instrumentation by 2025. 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. Getting to OpenTelemetry.

Artificial Intelligence 246

Artificial Intelligence Open Source Analytics Monitoring 246

Dynatrace

JANUARY 31, 2022

To get a handle on observability, teams often adopt open-source observability tools, such as Prometheus, OpenTelemetry , and StatsD. But between multicloud platforms and open-source tools, teams can also experience data silos. Harnessing data from open-source observability tools.

Serverless 245

Serverless Architecture Open Source Innovation 245

DZone

OCTOBER 11, 2022

Why haven’t cash-strapped American schools embraced open source? Google Analytics Becomes A Robust Testing Platform With Content Experiments API ( Google Analytics Blog). Pandora launches new HTML5 site for TVs and gaming consoles, available now on PS3 and Xbox 360 ( The Next Web). Hacker News).

Java 244

Java Best Practices Google Analytics 244

Scalegrid

JUNE 6, 2019

The platform allows MySQL AWS administrators to automate their time-consuming database operations in the cloud and improve their performance with high availability, disaster recovery, polyglot persistence, and advanced monitoring and analytics.

AWS 191

AWS Cloud Open Source Virtualization 191

Dynatrace

FEBRUARY 10, 2023

In what follows, we explore some key cloud observability trends in 2023, such as workflow automation and exploratory analytics. From data lakehouse to an analytics platform Traditionally, to gain true business insight, organizations had to make tradeoffs between accessing quality, real-time data and factors such as data storage costs.

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

FEBRUARY 8, 2021

To connect these siloes, and to make sense out of it requires massive manual efforts including code changes and maintenance, heavy integrations, or working with multiple analytics tools. Some solutions that use logs for troubleshooting only provide manual analytics to search for the root causes of issues.

Cloud 264

Cloud Azure Analytics Open Source 264

Dynatrace

MARCH 22, 2023

Vulnerable and outdated components This is another broad category that covers libraries, frameworks, and open source components with known vulnerabilities that may not have been patched. In addition, analyze data from a unified observability view that provides contextualized application security analytics.

Open Source 246

Open Source Artificial Intelligence Internet Internet 246