Analytics, Monitoring and Open Source - Technology Performance Pulse

What is application security monitoring?

Dynatrace

MARCH 20, 2024

With the pace of digital transformation continuing to accelerate, organizations are realizing the growing imperative to have a robust application security monitoring process in place. What are the goals of continuous application security monitoring and why is it important?

Monitoring

Monitoring Analytics Traffic Best Practices

Dynatrace extends contextual analytics and AIOps for open observability

Dynatrace

JULY 29, 2021

The complexity of such deployments has accelerated with the adoption of emerging, open-source technologies that generate telemetry data, which is exploding in terms of volume, speed, and cardinality. Dynatrace extends its unique topology-based analytics and AIOps approach.

Analytics

Analytics Open Source Serverless Architecture

TTP-based threat hunting with Dynatrace Security Analytics and Falco Alerts solves alert noise

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

Analytics AWS Strategy Infrastructure

Visualizing IoT Data With MQTT, QuestDB, and Grafana

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

IoT Energy Open Source Analytics

AWS observability: AWS monitoring best practices for resiliency

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

Best Practices AWS Monitoring Serverless

OpenTelemetry logs in Grail unlock full observability

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

Open Source Analytics Metrics Cloud

Enhanced AI model observability with Dynatrace and Traceloop OpenLLMetry

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

Open Source Latency Metrics Java

PMM Dump GUI in Percona Monitoring and Management 2.41.0

Percona

JANUARY 3, 2024

A couple of weeks ago, we announced the first GA release of the PMM Dump : a new support tool that dumps Percona Monitoring and Management (PMM) metrics and Query Analytics (QAN) data to transfer to the expert engineer for review and performance suggestions. Download Percona Monitoring and Management Today

Monitoring

Monitoring Open Source Database Servers

Percona Monitoring and Management Dump: A New Tool to Support Percona Customers

Percona

DECEMBER 6, 2023

In this post, I will present a new Percona tool: Percona Monitoring and Management (PMM) Dump. PMM Dump allows you to share monitoring data collected by your PMM server securely with the Percona Support team. bin source=vm. It will not collect query analytics data by default. filename=1672934793-1672935093.bin ls *tar.gz

Monitoring

Monitoring Metrics Analytics Open Source

Overseeing SaaS security with AWS AppFabric and Dynatrace

Dynatrace

MARCH 27, 2024

Overseeing SaaS security and monitoring audit logs across multiple SaaS applications is complex, which often involves building and maintaining dedicated integrations for each application that can retrieve audit logs. With Dynatrace Log Management analytics, organizations can set up alerts based on the occurrence of specific log events.

AWS

AWS Analytics Government Monitoring

Application vulnerabilities: Important lessons from the OWASP top 10 about application security risks

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

Open Source Artificial Intelligence Internet Internet

TiDB Dashboard: Easier Troubleshooting for Distributed Databases

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

Database Open Source Analytics Architecture

What is cloud application security?

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

Cloud Open Source Architecture Monitoring

Perform 2023 Guide: Organizations mine efficiencies with automation, causal AI

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

Efficiency Performance Analytics DevOps

Dynatrace extends automatic and intelligent observability to cloud and Kubernetes logs for smarter automation at scale

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

Cloud Azure Analytics AWS

Unified services: Easily keep track of your pipelines

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. To monitor these pipelines, OpenTelemetry can be used to trace every step of the build and send the traces to various backends.

Open Source

Open Source Analytics Metrics Cloud

Dynatrace simplifies StatsD, Telegraf, and Prometheus observability with Davis AI

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

Open Source Metrics Analytics Tuning

AWS EKS Monitoring as a Self-Service with Dynatrace

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

AWS Monitoring Ecommerce Lambda

ScaleGrid DBaaS Expands MySQL Hosting Services Through AWS Cloud

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

AWS Cloud Open Source Virtualization

Three smart log ingestion strategies in Dynatrace (without OneAgent)

Dynatrace

DECEMBER 15, 2022

While many organizations have embraced cloud observability to better manage their cloud environments, they may still struggle with the volume of entities that observability platforms monitor. The key to getting answers from log monitoring at scale begins with relevant log ingestion at scale. Log ingestion strategy no. What is Fluentd?

Strategy

Strategy AWS Open Source Transportation

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

Dynatrace

APRIL 11, 2023

Open source software is likewise playing a larger role in cloud computing, which brings benefits and dilemmas: bad actors have ready access to open source software and can identify new vulnerabilities to exploit. This means that attackers may have already gained access to sensitive information or compromised the system.

Cloud

Cloud DevOps Open Source Retail

How to Monitor MySQL Deployments with Prometheus & Grafana at ScaleGrid

Scalegrid

JANUARY 3, 2020

Monitoring your MySQL database performance in real-time helps you immediately identify problems and other factors that could be causing issues now or in the future. This is usually done through monitoring software and tools either built-in to the database management software or installed from third-party providers.

Monitoring

Monitoring Metrics Servers Database

Why Use “Real-Time Digital Twins” for Streaming Analytics?

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

Analytics Azure Processing Speed

What is container orchestration?

Dynatrace

MARCH 24, 2023

This orchestration includes provisioning, scheduling, networking, ensuring availability, and monitoring container lifecycles. Originally created by Google, Kubernetes was donated to the CNCF as an open source project. The post What is container orchestration?

Infrastructure

Infrastructure Open Source Operating System Cloud

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

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

Traffic Open Source Servers Cloud

MySQL Key Performance Indicators (KPI) With PMM

Percona

JUNE 22, 2023

A monitoring tool like Percona Monitoring and Management (PMM) is a popular choice among open source options for effectively monitoring MySQL performance. In this blog, we will explore various MySQL KPIs that are basic and essential to track using monitoring tools like PMM.

Performance

Performance Monitoring Traffic Database

What Is PostgreSQL Used For?

Percona

AUGUST 17, 2023

PostgreSQL is open source relational database management software. It’s used for data management (shocker), application development, and data analytics. It has evolved steadily, however, during 25 years as an open source project. And there’s a global community dedicated to keeping it open source.

Open Source

Open Source Healthcare Social Media Database

Dynatrace tops cloud-native observability solutions quadrant for the third year in a row

Dynatrace

DECEMBER 20, 2022

Additionally, the report and survey agreed cloud technologies introduce new complexities that traditional monitoring solutions struggle to overcome. Both concluded that unified observability and AIOps are key to organizational success. Therefore, a new approach that leverages AI and automation is required to tame cloud complexity.

Cloud

Cloud Serverless Open Source Analytics

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

Dynatrace

MAY 17, 2023

OpenTelemetry, the open source observability tool, has emerged as an industry-standard solution for instrumenting application telemetry data to make it observable. OpenTelemetry is a free and open source take on observability. Especially if you have custom applications that rely on APIs to integrate with other services.

Metrics

Metrics Open Source Traffic Cache

Who will watch the watchers? Extended infrastructure observability for WSO2 API Manager

Dynatrace

SEPTEMBER 18, 2020

In response to this trend, open source communities birthed new companies like WSO2 (of course, industry giants like Google, IBM, Software AG, and Tibco are also competing for a piece of the API management cake). Save hours of bug hunting with out-of-the-box WSO2 API Manager monitoring. Soaring number of active connections.

Infrastructure

Infrastructure Latency Metrics Analytics

AWS Re:Invent 2021 guide: Multicloud modernization and digital transformation

Dynatrace

NOVEMBER 22, 2021

As organizations move workloads and software development to multicloud environments to operate more efficiently and flexibly, traditional monitoring tools often fall short. Dynatrace extends contextual analytics and AIOps for open observability. Check out some Dynatrace perspectives on modern cloud observability:?.

AWS

AWS Lambda Artificial Intelligence Serverless

Simplify observability for all your custom metrics (Part 4: Prometheus)

Dynatrace

JANUARY 12, 2021

Others provide exporters to transform the metrics of their monitoring interface into a Prometheus compliant format. Dynatrace makes is easy for you to pull Prometheus metrics from Kubernetes pods into your environment and making them available for further analytics. Running Kubernetes and Prometheus monitoring in K8s pods.

Metrics

Metrics Open Source Monitoring Analytics

Building Netflix’s Distributed Tracing Infrastructure

The Netflix TechBlog

OCTOBER 19, 2020

Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs. Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured.

Infrastructure

Infrastructure Transportation Storage Open Source

MariaDB vs MySQL: Key Differences and Use Cases

Percona

JUNE 4, 2023

MariaDB is a popular SQL open source relational database management system that originated as a fork of MySQL after MySQL was acquired by Sun Microsystems in 2008 and later Oracle in 2010. It continues to be developed and maintained by the open source community and remains free to use under the GNU General Public License.

Open Source

Open Source Servers Storage Scalability

MySQL Data Caching Efficiency

Percona

APRIL 14, 2023

For years, MySQL DBAs have been tracking those metrics on monitoring tools or even capturing them manually during key moments. There is if you have Percona Monitoring and Management (PMM). Percona Monitoring and Management is a best-of-breed open source database monitoring solution.

Cache

Cache Efficiency Database Monitoring

No need to compromise visibility in public clouds with the new Azure services supported by Dynatrace

Dynatrace

JULY 6, 2020

In addition to providing AI-powered full-stack monitoring capabilities , Dynatrace has long featured broad support for Azure Services and intuitive, native integration with extensions for using OneAgent on Azure. It enables you to use popular open-source frameworks such as Hadoop, Spark, and Kafka in Azure cloud environments.

Azure

Azure Cloud Big Data Virtualization

What is IT operations analytics? Extract more data insights from more sources

Dynatrace

MAY 1, 2023

With 99% of organizations using multicloud environments , effectively monitoring cloud operations with AI-driven analytics and automation is critical. IT operations analytics (ITOA) with artificial intelligence (AI) capabilities supports faster cloud deployment of digital products and services and trusted business insights.

Analytics

Analytics Artificial Intelligence Big Data Open Source

The value of open platforms: How an open software intelligence platform accelerates innovation

Dynatrace

DECEMBER 16, 2022

AI-powered precise answers and timely insights with ad-hoc analytics. Dynatrace offers best-in-class observability through an open, AI-powered data platform. Automation at scale. Engineering teams often gravitate toward a 100% do-it-yourself approach, which is OK for experimentation and testing.

Innovation

Innovation Software Software Cloud

Machine Learning for a Better Developer Experience

The Netflix TechBlog

JULY 20, 2020

and thanks to the magic of open source, it’s only about a hundred lines of Python code. We deal with hundreds of thousands of requests per second in the fields of exception monitoring, log processing, and stream processing. Our solution produces 20,000 candidate lines in 20 min of computing?—?and

Development

Development Open Source Tuning Network

How unified data and analytics offers a new approach to software intelligence

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

Analytics Software Software Storage

Elevate Your Security Posture: Grafana for Real-Time Security Analytics and Alerts

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

Analytics Open Source Monitoring Metrics

2019 PostgreSQL Trends Report: Private vs. Public Cloud, Migrations, Database Combinations & Top Reasons Used

High Scalability

APRIL 3, 2019

PostgreSQL is an open source object-relational database system that has soared in popularity over the past 30 years from its active, loyal, and growing community. For the 2nd year in a row, PostgreSQL has kept the title of #1 fastest growing database in the world according to the DBMS of the Year report by the experts at DB-Engines.

Database

Database Cloud Open Source Systems

The Ultimate Guide to Open Source Databases

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

Open Source Database Storage Scalability

Data lakehouse innovations advance the three pillars of observability for more collaborative analytics

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

Analytics Innovation Metrics Database

What is application security monitoring?

Dynatrace extends contextual analytics and AIOps for open observability

Trending Sources

TTP-based threat hunting with Dynatrace Security Analytics and Falco Alerts solves alert noise

Visualizing IoT Data With MQTT, QuestDB, and Grafana

AWS observability: AWS monitoring best practices for resiliency

OpenTelemetry logs in Grail unlock full observability

Enhanced AI model observability with Dynatrace and Traceloop OpenLLMetry

PMM Dump GUI in Percona Monitoring and Management 2.41.0

Percona Monitoring and Management Dump: A New Tool to Support Percona Customers

Overseeing SaaS security with AWS AppFabric and Dynatrace

Application vulnerabilities: Important lessons from the OWASP top 10 about application security risks

TiDB Dashboard: Easier Troubleshooting for Distributed Databases

What is cloud application security?

Perform 2023 Guide: Organizations mine efficiencies with automation, causal AI

Dynatrace extends automatic and intelligent observability to cloud and Kubernetes logs for smarter automation at scale

Unified services: Easily keep track of your pipelines

Dynatrace simplifies StatsD, Telegraf, and Prometheus observability with Davis AI

AWS EKS Monitoring as a Self-Service with Dynatrace

ScaleGrid DBaaS Expands MySQL Hosting Services Through AWS Cloud

Three smart log ingestion strategies in Dynatrace (without OneAgent)

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

How to Monitor MySQL Deployments with Prometheus & Grafana at ScaleGrid

Why Use “Real-Time Digital Twins” for Streaming Analytics?

What is container orchestration?

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

MySQL Key Performance Indicators (KPI) With PMM

What Is PostgreSQL Used For?

Dynatrace tops cloud-native observability solutions quadrant for the third year in a row

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

Who will watch the watchers? Extended infrastructure observability for WSO2 API Manager

AWS Re:Invent 2021 guide: Multicloud modernization and digital transformation

Simplify observability for all your custom metrics (Part 4: Prometheus)

Building Netflix’s Distributed Tracing Infrastructure

MariaDB vs MySQL: Key Differences and Use Cases

MySQL Data Caching Efficiency

No need to compromise visibility in public clouds with the new Azure services supported by Dynatrace

What is IT operations analytics? Extract more data insights from more sources

The value of open platforms: How an open software intelligence platform accelerates innovation

Machine Learning for a Better Developer Experience

How unified data and analytics offers a new approach to software intelligence

Elevate Your Security Posture: Grafana for Real-Time Security Analytics and Alerts

2019 PostgreSQL Trends Report: Private vs. Public Cloud, Migrations, Database Combinations & Top Reasons Used

The Ultimate Guide to Open Source Databases

Data lakehouse innovations advance the three pillars of observability for more collaborative analytics

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