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 85

Open Source Analytics Traffic Engineering 85

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 189

Analytics Processing Transportation Storage 189

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 188

Analytics AWS Strategy Infrastructure 188

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 217

Analytics Cloud Java Serverless 217

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 179

Analytics Innovation Metrics Database 179

Scalegrid

MAY 13, 2020

Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. This feature-packed database provides powerful and rapid analytics on data that scales up to petabyte volumes. Open Source. Greenplum Advantages.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

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 135

Analytics Metrics IoT Monitoring 135

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 247

Open Source Tuning Analytics Scalability 247

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 269

Big Data Processing Games Open Source 269

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 207

Open Source Analytics Metrics Cloud 207

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

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 251

Open Source Latency Metrics Java 251

DZone

NOVEMBER 27, 2023

An open-source distributed SQL query engine, Trino is widely used for data analytics on distributed data storage. Optimizing Trino to make it faster can help organizations achieve quicker insights and better user experiences, as well as cut costs and improve infrastructure efficiency and scalability. But how do we do that?

Tuning 152

Tuning Speed Performance Open Source 152

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 185

Open Source Storage Analytics Innovation 185

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 191

AWS Cloud Lambda Analytics 191

Dynatrace

MARCH 20, 2024

During the development stage, vulnerabilities can arise when developers use third-party open-source code or make an error in application logic. This process may involve behavioral analytics; real-time monitoring of network traffic, user activity, and system logs; and threat intelligence.

Monitoring 204

Monitoring Analytics Traffic Best Practices 204

DZone

JUNE 11, 2023

Elasticsearch is a distributed, RESTful search and analytics engine that is designed to handle large volumes of data. It stores data in a document-oriented index, offering fast search and analytics capabilities. That's where Elasticsearch and Kibana come in.

Metrics 141

Metrics Open Source Analytics Engineering 141

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

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

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 258

Engineering Open Source Website Innovation 258

DZone

JULY 17, 2023

It provides a comprehensive open-source platform for big data processing and analytics with built-in modules for SQL, streaming, machine learning, and graph processing. This article delves into various techniques that can be employed to optimize your Apache Spark jobs for maximum performance.

Big Data 130

Big Data Performance Open Source Tuning 130

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 190

Open Source Artificial Intelligence Internet Internet 190

Dynatrace

MARCH 27, 2024

Once connected, AppFabric automatically normalizes SaaS audit logs into the Open Cybersecurity Schema Framework (OCSF) , which allows customers to use common queries for audit logs and track user activity across all their SaaS applications. 16) our company users access the internet from.

AWS 239

AWS Analytics Government Monitoring 239

Dynatrace

DECEMBER 11, 2023

It’s open source, allows for great scalability with the possibility to run workloads on the cloud and on-premises Kubernetes clusters, and is easily extensible via plugins. If you want a deeper look into this topic, watch Dynatrace Tips & Tricks #18 – Jenkins Pipeline Analytics with OpenTelemetry.

Open Source 182

Open Source Analytics Metrics Cloud 182

Dynatrace

AUGUST 21, 2023

OpenTelemetry is an open source framework that provides agents, APIs, and SDKs that automatically instrument, generate, and gather telemetry data. It also provides tools and integrations with popular open source projects, including Kubernetes, Apache Kafka, Jaeger, and Prometheus, among others. What is OpenTelemetry?

Open Source 189

Open Source Analytics Lambda Metrics 189

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 261

Artificial Intelligence Analytics Storage Architecture 261

The Netflix TechBlog

OCTOBER 28, 2021

During earlier years of my career, I primarily worked as a backend software engineer, designing and building the backend systems that enable big data analytics. I developed many batch and real-time data pipelines using open source technologies for AOL Advertising and eBay.

Data Engineering 173

Data Engineering Engineering Big Data Software Engineering 173

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 185

Artificial Intelligence Open Source Analytics Monitoring 185

Dynatrace

JUNE 15, 2023

Open source software To produce applications rapidly, developers often rely on open source software for the application’s primary building blocks. Using open source software can help accelerate development because developers don’t need to reinvent the wheel with every new application build.

Cloud 171

Cloud Open Source Architecture Monitoring 171

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 268

Efficiency Performance Analytics DevOps 268

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 250

Open Source Metrics Analytics Tuning 250

ScaleOut Software

AUGUST 5, 2020

And how are they different from streaming pipelines like Azure Stream Analytics and Apache Flink/Beam? What Problems Does Streaming Analytics Solve? To understand why we need real-time digital twins for streaming analytics, we first need to look at what problems are tackled by popular streaming platforms.

Analytics 69

Analytics Azure Processing Speed 69

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

Scalegrid

JUNE 11, 2019

Ready to transition from a commercial database to open source, and want to know which databases are most popular in 2019? We broke down the data by open source databases vs. commercial databases: Open Source Databases. Popular examples of open source databases include MySQL, PostgreSQL and MongoDB.

Open Source 55

Open Source Database Cloud Infrastructure 55

Dynatrace

JANUARY 31, 2024

OneAgent automatically discovers, ingests, and contextualizes logs from a vast array of technologies, enabling analytics and automation for observability and security use cases. Application Security (optional) Extending Security Protection and Security Analytics to all tiers and hosts is paramount to mitigating risks.

Analytics 167

Analytics Infrastructure Monitoring Cloud 167

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 139

Metrics Open Source Lambda Serverless 139

Dynatrace

NOVEMBER 23, 2020

To ensure observability, the open source CNCF project OpenTelemetry aims at providing a standardized, vendor-neutral way of pre-instrumenting libraries and platforms and annotating UserLAnd code. The OpenTelemetry metrics exporters are open source projects, available on GitHub. Seeing is believing. New to Dynatrace?

Metrics 150

Metrics Open Source Tuning Analytics 150