Dynatrace

JUNE 10, 2024

Vulnerabilities can enter the software development lifecycle (SDLC) at any stage and can have significant impact if left undetected. Security analytics combines data collection, aggregation, and analysis to search for and identify potential threats. Here’s how. What is security analytics? Why is security analytics important?

Analytics 229

Analytics Network Hardware Open Source 229

Dynatrace

JANUARY 16, 2023

The study analyzes factual Kubernetes production data from thousands of organizations worldwide that are using the Dynatrace Software Intelligence Platform to keep their Kubernetes clusters secure, healthy, and high performing. Kubernetes infrastructure models differ between cloud and on-premises. Java, Go, and Node.js

Open Source 341

Open Source Java Operating System Programming 341

The Netflix TechBlog

OCTOBER 28, 2021

Data Engineers of Netflix?—?Interview Interview with Pallavi Phadnis This post is part of our “ Data Engineers of Netflix ” series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. Pallavi Phadnis is a Senior Software Engineer at Netflix.

Data Engineering 178

Data Engineering Engineering Big Data Software Engineering 178

Dynatrace

MARCH 20, 2024

Deploying software in Kubernetes is often viewed as a straightforward process—just use kubectl or a GitOps solution like ArgoCD to deploy a YAML file, and you’re all set, right? Infrastructure health The underlying infrastructure’s health directly impacts application availability and performance.

Open Source 265

Open Source Hardware DevOps Infrastructure 265

Dynatrace

JUNE 20, 2023

Modern IT organizations are generating more data from more tools and technologies than ever. Data is proliferating in separate silos from containers and Kubernetes to open source APIs and software to serverless compute services, such as AWS and Azure.

Open Source 191

Open Source Google Serverless Azure 191

The Netflix TechBlog

MARCH 5, 2019

Central engineering teams enable this operational model by reducing the cognitive burden on innovation teams through solutions related to securing, scaling and strengthening (resilience) the infrastructure. All these micro-services are currently operated in AWS cloud infrastructure. Canaries ), detection and improved KPIs.

Infrastructure 184

Infrastructure Cloud Scalability AWS 184

Dynatrace

JUNE 7, 2023

If you’re evaluating container orchestration software to manage containerized applications at scale, you may be wondering about the differences between OpenShift and Kubernetes. Kubernetes, it’s important to understand what these container orchestration solutions are, how they relate, and their benefits and drawbacks.

Open Source 204

Open Source Social Media Infrastructure Operating System 204

The Netflix TechBlog

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems 233

Systems Media Cache Open Source 233

Dynatrace

MAY 2, 2024

With the ability to generate new content—such as images, text, audio, and other data—based on patterns and examples taken from existing data, organizations are rushing to capitalize on the AI model. As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks.

Artificial Intelligence 227

Artificial Intelligence Cloud Best Practices DevOps 227

Dynatrace

JUNE 15, 2023

Incorporating cloud application security practices is an effective way for organizations to avoid application security risks, ensure a smoothly running software development lifecycle (SDLC), and establish an overall strong security posture. However, open source software is often a vector for security vulnerabilities.

Cloud 175

Cloud Open Source Architecture Monitoring 175

Dynatrace

DECEMBER 16, 2022

An open platform can address some of the challenges organizations have experienced as they move to the cloud to become more resilient and agile in the face of disruption. Software should forward innovation and drive better business outcomes. Conversely, an open platform can promote interoperability and innovation.

Innovation 194

Innovation Software Software Cloud 194

Dynatrace

JULY 11, 2023

Without native log support, overhead and complexity grow OpenTelemetry, the Cloud Native Computing Foundation (CNCF) incubating project, introduced standards that enable companies to instrument, generate, and export telemetry data. When combined with out-of-the-box correlation, such telemetry data provides context-rich observability.

Open Source 212

Open Source Analytics Metrics Cloud 212

Dynatrace

APRIL 11, 2023

Log4Shell required many organizations to take devices and applications offline to prevent malicious attackers from gaining access to IT systems and sensitive data. As a result, organizations need to be vigilant in identifying and addressing vulnerabilities to protect their systems and data.

Cloud 184

Cloud DevOps Open Source Retail 184

Dynatrace

MARCH 24, 2023

By embracing public cloud and hybrid cloud computing environments, IT teams can further accelerate development and automate software deployment and management. A container is a small, self-contained, fully functional software package that can run an application or service, isolated from other applications running on the same host.

Infrastructure 183

Infrastructure Open Source Operating System Cloud 183

Dynatrace

DECEMBER 8, 2022

They are similar to site reliability engineers (SREs) who focus on creating scalable, highly reliable software systems. DevOps teams are responsible for all phases of the software development lifecycle, from code commit to the deployment of products and services. Open source automated browser and testing tool. Kubernetes.

DevOps 188

DevOps Engineering Testing Open Source 188

Dynatrace

JUNE 13, 2022

They can develop software applications rapidly and gain access to extensible cloud resources without having to sink costs into IT plumbing or managing this infrastructure themselves. Open source code, for example, has generated new threat vectors for attackers to exploit.

Open Source 219

Open Source DevOps Java Innovation 219

DZone

SEPTEMBER 16, 2020

Prometheus is one of many open-source projects managed by the Cloud Native Computing Foundation (CNCF). It is monitoring software that integrates with a wide range of systems natively or through the use of plugins. Prometheus can collect metrics about your application and infrastructure.

Metrics 276

Metrics Open Source Monitoring Infrastructure 276

Dynatrace

MARCH 20, 2024

Cloud applications are built with the help of a software supply chain, such as OSS libraries and third-party software. According to recent research , 68% of CISOs say vulnerability management has become more difficult due to increased software supply chain and cloud complexity.

Monitoring 209

Monitoring Analytics Traffic Best Practices 209

Dynatrace

OCTOBER 23, 2023

Safeguarding against vulnerabilities, data breaches, and emerging threats while meeting regulatory compliance, legal requirements, and customer expectations borders on the impossible without a holistic approach. This is especially true as organizations rely more on diverse and nimble cloud-native and open source technologies.

Design 214

Design Innovation DevOps Open Source 214

Dynatrace

MARCH 29, 2024

As organizations continue to modernize their technology stacks, many turn to Kubernetes , an open source container orchestration system for automating software deployment, scaling, and management. Providing at-a-glance data makes it possible for teams to quickly identify high-level issues and then drill down into the details.

Engineering 223

Engineering DevOps Operating System Open Source 223

Dynatrace

FEBRUARY 17, 2022

While Kubernetes has transformed how organizations build and deliver software, it is part of a larger context. Grabner notes that Kubernetes already provides some data of its own. And if you have other tools, like the open-source systems monitoring toolkit, Prometheus , you need a solution to make sense of all the data in context.

Technology 207

Technology Technology Cloud Infrastructure 207

Dynatrace

JANUARY 17, 2023

OpenTelemetry signals are often analyzed in data silos with missing context and relationships between the data and underlying topology. This leads to significant time wasted in connecting data with application workloads by manually applying labels, or by building crosslinks between the dashboards of incompatible tools.

Analytics 277

Analytics Metrics Open Source Java 277

The Netflix TechBlog

NOVEMBER 29, 2023

A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. Yes, we are committed to supporting the open-source community. As noted in an earlier blog post , we began developing an HDR variant of VMAF; let’s call it HDR-VMAF. Krasula, A. Choudhury, S. Malfait, A.

Open Source 258

Open Source Software Engineering Traffic Internet 258

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. Entity tagging requires an enormous amount of manual effort and is always open to interpretation.

Analytics 246

Analytics Open Source Serverless Architecture 246

Dynatrace

DECEMBER 16, 2021

Log4Shell is a software vulnerability in Apache Log4j 2 , a popular Java library for logging error messages in applications. Simply put, attackers can remotely take over any internet-connected device that uses certain versions of the Log4j library anywhere in the software stack. What is Log4Shell? What is Log4j 2, and what does it do?

Internet 260

Internet Internet Games Java 260

Dynatrace

NOVEMBER 2, 2023

Unified observability is the ability to know how systems and infrastructure are performing based on the data they generate, such as logs, metrics, and traces. Observability provides banks and other financial institutions with real-time insight into their IT environment, including applications, infrastructure, and network traffic.

Cloud 219

Cloud Infrastructure Strategy Hardware 219

Dynatrace

FEBRUARY 10, 2023

Data proliferation—as well as a growing need for data analysis—has accelerated. According to recent Dynatrace data, 59% of CIOs say the increasing complexity of their technology stack could soon overload their teams without a more automated approach to IT operations. Digital transformation shows no signs of slowing down.

Efficiency 273

Efficiency Performance Analytics DevOps 273

Dynatrace

SEPTEMBER 29, 2021

Prometheus is an open-source monitoring and alerting toolkit for services and applications that run in containers. It offers a flexible multidimensional data model that’s based on key-value pairs and a potent query language (PromQL). You can find find out more about the Dynatrace AMP extension in our Software Intelligence Hub.

Technology 208

Technology Technology Monitoring AWS 208

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).

Traffic 164

Traffic Open Source Servers Cloud 164

Percona

DECEMBER 27, 2023

At Percona, we observe a growing trend among companies utilizing Kubernetes as a means to offer services to their teams, fostering expedited software delivery and driving business growth. Oftentimes, it is a pillar of modern infrastructure strategy to avoid cloud vendor lock-in.

Cloud 77

Cloud Open Source Strategy Best Practices 77

Dynatrace

OCTOBER 7, 2020

At the same time, you can now simply flip a switch to begin ingesting observability data from these tools into the Dynatrace platform, all while retaining your investment and increasing the value you get from Dynatrace. Open-source metric sources automatically map to our Smartscape model for AI analytics.

Open Source 253

Open Source Metrics Analytics Tuning 253

Dynatrace

FEBRUARY 8, 2021

Also, these modern, cloud-native architectures produce an immense volume, velocity, and variety of data. Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. Collecting data requires massive and ongoing configuration efforts.

Cloud 258

Cloud Azure Analytics AWS 258

Dynatrace

MAY 17, 2023

Anyone who’s concerned with developing, delivering, and operating software knows the importance of making software and the systems it runs on observable. That is, relying on metrics, logs, and traces to understand what software is doing and where it’s running into snags. What is OpenTelemetry?

Metrics 178

Metrics Open Source Traffic Cache 178

Dynatrace

FEBRUARY 1, 2022

As organizations struggle to combat vulnerabilities in their IT environments, they need real-time data on performance problems and security issues. The vulnerability is located in Log4j 2, an open-source Apache Java software used to run logging services in a host of front-end and backend applications. Dynatrace news.

Strategy 200

Strategy Games DevOps Open Source 200

Dynatrace

MARCH 16, 2021

HashiCorp’s Terraform is an open-source infrastructure as a code software tool that provides a consistent CLI workflow to manage hundreds of cloud services. Per HashiCorp, this codification allows infrastructure changes to be automated while keeping the definition human readable. What is monitoring as code?

Code 240

Code Monitoring Best Practices Infrastructure 240

Dynatrace

JUNE 29, 2023

Because open source software (OSS) is taking over the world, optimizing open source contributions is becoming an essential competitive strategy. OSS is a faster, more collaborative, and more flexible way of driving software innovation than proprietary-only code. However, open source is not a panacea.

Open Source 181

Open Source Energy DevOps Innovation 181

Dynatrace

AUGUST 3, 2022

In today’s complex, data-driven world, many security vulnerabilities and attacks can jeopardize an organization’s data. To ensure the safety of their customers, employees, and business data, organizations must have a strategy to protect against zero-day vulnerabilities. Application logs are a good data source for this method.

Java 185

Java Traffic Benchmarking Strategy 185