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 Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

JUNE 28, 2021

Infrastructure monitoring is the process of collecting critical data about your IT environment, including information about availability, performance and resource efficiency. Many organizations respond by adding a proliferation of infrastructure monitoring tools, which in many cases, just adds to the noise. Dynatrace news.

Infrastructure 257

Infrastructure Monitoring Artificial Intelligence Open Source 257

Dynatrace

DECEMBER 18, 2020

This year I wrote two open-source apps for Dynatrace users. Wouldn’t it be great if I had an industry-leading software intelligence platform to monitor these apps, pinpoint root causes of slow performance or errors, and gain insights about my users’ experience? 2) we need to monitor both contexts as one app.

Analytics 200

Analytics Metrics IoT Monitoring 200

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

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. These challenges make AWS observability a key practice for building and monitoring cloud-native applications. AWS monitoring best practices. Automate monitoring tasks.

Best Practices 246

Best Practices AWS Monitoring Serverless 246

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. Likewise, operation specialists can prioritize their efforts on monitoring the highest-risk tactics, and executives can better communicate the business risk.

Analytics 246

Analytics AWS Infrastructure Strategy 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. What is the difference between monitoring and observability? Is observability really monitoring by another name? In short, no.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

MARCH 12, 2025

Every software development team grappling with Generative AI (GenAI) and LLM-based applications knows the challenge: how to observe, monitor, and secure production-level workloads at scale. Production performance monitoring: Service uptime, service health, CPU, GPU, memory, token usage, and real-time cost and performance metrics.

Metrics 165

Metrics Serverless Analytics Innovation 165

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

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.

Analytics 173

Analytics Open Source Monitoring Metrics 173

Dynatrace

JANUARY 12, 2021

Observability is the new standard of visibility and monitoring for cloud-native architectures. Requirements to achieve multicloud observability and monitoring. Environments with multiple cloud service providers that deploy microservices, containers, and Kubernetes systems require a more dynamic, modern approach to monitoring.

Monitoring 246

Monitoring Artificial Intelligence DevOps Serverless 246

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. Built-in monitoring. What is Kubernetes?

Open Source 334

Open Source DevOps Traffic Cloud 334

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. What is Kubernetes?

Open Source 246

Open Source Storage Analytics Innovation 246

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

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Once you send metrics via the OneAgent REST API, the relevant hosts are automatically enriched with all available monitoring dimensions. Telegraf is an open-source agent by Influxdata. Stay tuned.

Open Source 264

Open Source Metrics Analytics Tuning 264

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

Dynatrace

JULY 18, 2022

Gartner has estimated that 70% of new cloud-native application monitoring will use open source instrumentation by 2025. The arrival of the OpenTelemetry initiative is timely, as development teams are increasingly becoming active in monitoring and observability efforts to accelerate release times and simplify management.

Artificial Intelligence 246

Artificial Intelligence Open Source Analytics Monitoring 246

Dynatrace

FEBRUARY 8, 2021

Organizations struggle to effectively use logs for monitoring business-critical data and troubleshooting. Legacy monitoring, observability-only, and do-it-yourself approaches leave it up to digital teams to make sense of this data. New log sources complement observability data, user sessions and topology, automatically, in context.

Cloud 264

Cloud Azure Analytics Open Source 264

DZone

AUGUST 23, 2023

Monitoring Time-Series IoT Device Data Time-series data is crucial for IoT device monitoring and data visualization in industries such as agriculture, renewable energy, and meteorology. It enables trend analysis, anomaly detection, and predictive analytics, empowering businesses to optimize performance and make data-driven decisions.

IoT 241

IoT Energy Open Source Analytics 241

Dynatrace

OCTOBER 4, 2024

This blog post focuses on pipeline observability as a method for monitoring the software delivery capabilities of an organization’s IDP. Synthetic HTTP monitors are executed in the hardening stage. When the semantics of this metadata are well-defined, you can build insightful analytics and robust automation.

Software 278

Software Software Development Performance 278

Dynatrace

FEBRUARY 10, 2023

They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results. In what follows, we explore some key cloud observability trends in 2023, such as workflow automation and exploratory analytics.

Efficiency 306

Efficiency Performance Analytics DevOps 306

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. Continuously monitor environments for vulnerabilities in runtime.

Open Source 246

Open Source Artificial Intelligence Internet Internet 246

Dynatrace

DECEMBER 4, 2023

Data quality and drift: Monitoring the quality and characteristics of training and runtime data to detect significant changes that might impact model accuracy. OpenLLMetry, an open source SDK built on OpenTelemetry, offers standardized data collection for AI Model observability.

Open Source 279

Open Source Metrics Java Latency 279

Dynatrace

OCTOBER 4, 2022

Existing observability and monitoring solutions have built-in limitations when it comes to storing, retaining, querying, and analyzing massive amounts of data. Grail needs to support security data as well as business analytics data and use cases. This goal isn’t limited to observability efforts. Ingest and process with Grail.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

JUNE 15, 2023

It also entails secure development practices, security monitoring and logging, compliance and governance, and incident response. Cloud application security practices enable organizations to follow secure coding practices, monitor and log activities for detection and response, comply with regulations, and develop incident response plans.

Cloud 245

Cloud Open Source Architecture Monitoring 245

Dynatrace

SEPTEMBER 22, 2021

This acronym can stand for application performance monitoring or application performance management — two distinct but related concepts. Application performance monitoring. Application performance monitoring involves tracking key software application performance metrics using monitoring software and telemetry data.

Open Source 246

Open Source Monitoring Innovation Infrastructure 246

Dynatrace

JUNE 25, 2021

As a strong supporter of open source and open standards, I’m aware that the wide availability of standards, open-source tools, and some newly coined terms are causing a lot of confusion. How is monitoring different from observability? Observability vs. monitoring. What is distributed tracing?

Open Source 279

Open Source Monitoring Google Systems 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

Dynatrace

APRIL 6, 2022

Endpoints include on-premises servers, Kubernetes infrastructure, cloud-hosted infrastructure and services, and open-source technologies. Comprehensive observability is also essential for digital experience monitoring (DEM). With improved diagnostic and analytic capabilities, DevOps teams can spend less time troubleshooting.

DevOps 303

DevOps Innovation Infrastructure Cloud 303

Dynatrace

AUGUST 21, 2023

If a microservice falls in the forest and all your monitoring solutions report it differently, can operators accurately trace what happened and automate a response? Different monitoring point solutions, such as Jaeger, Zipkin, Logstash, Fluentd, and StatsD, each have their own way of observing and recording such an event.

Open Source 246

Open Source Analytics Lambda Metrics 246

Dynatrace

SEPTEMBER 17, 2019

Kubernetes (k8s) provides basic monitoring through the Kubernetes API and you can find instructions like Top 9 Open Source Tools for Monitoring Kubernetes as a “do it yourself guide”. Cluster and container Log Analytics. End-user monitoring. 4 AWS EFS monitoring. Dynatrace news. Service mash insights.

AWS 170

AWS Monitoring Ecommerce Lambda 170

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

AUGUST 27, 2024

Effectively assessing and mitigating these external risks requires robust vendor due diligence and continuous monitoring of their cybersecurity posture. By combining technical best practices with DORA technical specifications, Dynatrace creates technical checks to monitor your organization’s security posture.

Best Practices 290

Best Practices Government DevOps Analytics 290

Dynatrace

JANUARY 28, 2021

Organizations that want a high-performance language with a great ecosystem for their applications often use Golang , an open-source programming language. Such additional telemetry data includes user-behavior analytics, code-level visibility, and metadata (including open-source data). Dynatrace news.

Traffic 242

Traffic Open Source Servers Cloud 242

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

Dynatrace

JULY 30, 2024

We estimate that Dynatrace can automate the majority of repetitive tasks and additional compliance burdens introduced by DORA technical requirements using analytics and automation based on observability and security data. Financial institutions face an increased compliance burden with DORA.

Government 227

Government Innovation Analytics Open Source 227