Dynatrace

DECEMBER 9, 2024

Processes are time-intensive. Slow processes introduce risk. Continuous visibility and assessment provide platform engineering, DevSecOps, DevOps, and SRE teams with the ability to track, validate, and remediate potential compliance-relevant findings and create the necessary evidence for the auditing process. Reactivity.

Best Practices 290

Best Practices Benchmarking DevOps Efficiency 290

Dynatrace

DECEMBER 12, 2024

Carefully planning and integrating new processes and tools is critical to ensuring compliance without disrupting daily operations. Visibility of all business processes starting from the back end and ending with customer experience is perhaps the biggest challenge.

Analytics 289

Analytics Government Efficiency Innovation 289

Dynatrace

FEBRUARY 13, 2023

With the increasing amount of sensitive information stored and processed, it’s essential to ensure that systems are secure and protected against potential threats. The deep insights into application code provided by OneAgent® help track potentially vulnerable data flow within an application.

Code 264

Code Java Testing Tools Testing 264

Dynatrace

FEBRUARY 9, 2024

One of the more popular use cases is monitoring business processes, the structured steps that produce a product or service designed to fulfill organizational objectives. By treating processes as assets with measurable key performance indicators (KPIs), business process monitoring helps IT and business teams align toward shared business goals.

Processing 246

Processing Monitoring Analytics Games 246

The Netflix TechBlog

JANUARY 10, 2024

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

Processing 238

Processing Media Latency Innovation 238

Dynatrace

JANUARY 22, 2025

Dynatrace Simple Workflows make this process automatic and frictionlessthere is no additional cost for workflows. Why manual alerting falls short As your product and deployments scale horizontally and vertically, the sheer volume of data makes it impossible for teams to catch every error quickly using manual processes.

Development 245

Development Processing Monitoring Code 245

DZone

JULY 13, 2023

In today's data-driven world, organizations need efficient and scalable data pipelines to process and analyze large volumes of data. Medallion Architecture provides a framework for organizing data processing workflows into different zones, enabling optimized batch and stream processing.

Azure 246

Azure Architecture Efficiency Processing 246

Dynatrace

NOVEMBER 4, 2024

Most of these leverage the unique capability of Dynatrace OneAgent® to extract business data from in-flight application payloads — without writing any code. Dynatrace OpenPipeline is a new stream processing technology that ingests and contextualizes data from any source. Business process monitoring and optimization.

Analytics 241

Analytics Airlines Metrics Monitoring 241

Dynatrace

JULY 31, 2023

Developers are increasingly responsible for ensuring the quality and security of code throughout the software lifecycle. Developer-first observability Adding Rookout to the Dynatrace platform will provide developers with increased code-level observability of Kubernetes-hosted production environments.

Code 246

Code Artificial Intelligence Government Performance Testing 246

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Processing 219

Processing Big Data Efficiency Engineering 219

Dynatrace

FEBRUARY 4, 2025

This link allows us to open Live Debugger and dive into the code level of the AdService (example service) without requiring code changes or application redeployments. We use the automatically populated filter for AdService and its corresponding source code repository, then select Done to go to Live Debugger.

Performance 147

Performance Code Processing Availability 147

Dynatrace

OCTOBER 31, 2024

Hence, having a dedicated dashboard tile visualizing the key parameters of each SLO simplifies the process of evaluating them. To implement SLOs in your software delivery cycle and consistently add observability measures from the beginning, Dynatrace “configuration as code” (Monaco and Dynatrace Terraform) will soon support the new API.

Metrics 277

Metrics Availability Monitoring Scalability 277

Dynatrace

FEBRUARY 25, 2025

Broken Apache Struts 2: Technical Deep Dive into CVE-2024-53677The vulnerability allows attackers to manipulate file upload parameters, possibly leading to remote code execution. This blog post dissects the vulnerability, explains how Struts processes file uploads, details the exploit mechanics, and outlines mitigation strategies.

Servers 214

Servers Processing Java Tuning 214

Dynatrace

JANUARY 31, 2024

Organizations choose data-driven approaches to maximize the value of their data, achieve better business outcomes, and realize cost savings by improving their products, services, and processes. Data is then dynamically routed into pipelines for further processing. Commitment to privacy.

Analytics 272

Analytics Processing Transportation Storage 272

Dynatrace

JANUARY 15, 2025

Smartscape topology visualizes the relationships between applications, services, processes, hosts, and data centers, highlighting problems and vulnerabilities. Leveraging code-level insights and transaction analysis, Dynatrace Runtime Application Protection automatically detects attacks on applications in your environment.

Systems 264

Systems DevOps Analytics Monitoring 264

The Netflix TechBlog

NOVEMBER 12, 2024

Introducing sufficient jitter to the flush process can further reduce contention. By creating multiple topic partitions and hashing the counter key to a specific partition, we ensure that the same set of counters are processed by the same set of consumers. This process can also be used to track the provenance of increments.

Latency 251

Latency Cache Infrastructure Strategy 251

Dynatrace

OCTOBER 23, 2024

To pinpoint the exact requests that are failing, the e-commerce team filters by excluding successful HTTP 200 status codes. The team filters further by the “/cart/checkout endpoint” attribute value. This refinement reveals that only a few requests are failing. The team can now dive deeper to find out why.

Tuning 299

Tuning Website Availability Performance 299

Dynatrace

FEBRUARY 20, 2025

Findings from various stages of the Software Development Lifecycle (SDLC) are mixed in: code scans, build scans, and runtime. Workflows serves as the automation engine to efficiently process and triage the security findings, create working tickets for your DevSecOps teams, and send notifications to the relevant stakeholders.

AWS 195

AWS Efficiency Infrastructure Cloud 195

Dynatrace

OCTOBER 10, 2024

Moreover, the OpenTelemetry Collector can measure service span durations, categorized by span names, span kinds, and status codes. This self-monitoring aspect is crucial for maintaining the health and efficiency of the Collector itself, ensuring that it can handle the demands of large-scale data collection and processing without degradation.

Metrics 240

Metrics Monitoring Efficiency Availability 240

DZone

FEBRUARY 5, 2025

After optimizing containerized applications processing petabytes of data in fintech environments, I've learned that Docker performance isn't just about speed it's about reliability, resource efficiency, and cost optimization. We can fix that with this code below: Let's dive into strategies that actually work in production.

Strategy 147

Strategy FinTech Performance Speed 147

Dynatrace

MARCH 27, 2025

These vulnerabilities, identified as CVE-2025-1097 , CVE-2025-1098 , CVE-2025-24514 , and CVE-2025-1974 , allow unauthenticated remote code execution (RCE) and unauthorized access to secrets stored across all namespaces in a Kubernetes cluster. How does an exploit of the IngressNightmare vulnerabilities work?

Network 130

Network Internet Internet Code 130

The Netflix TechBlog

DECEMBER 17, 2024

Metric definitions are often scattered across various databases, documentation sites, and code repositories, making it difficult for analysts and data scientists to find reliable information quickly. DJ then can perform the joins to bring in any requested dimensions from `users_dimension_table`.

Analytics 212

Analytics Engineering Entertainment Metrics 212

Dynatrace

FEBRUARY 28, 2025

This vulnerability, published as CVE-2024-53677 on December 11, 2024, affects the file upload mechanism, allowing for path traversal and potential remote code execution. This critical flaw allows for a path traversal attack, enabling attackers to upload malicious files and potentially execute arbitrary code on the server.

Social Media 147

Social Media Java Open Source Media 147

Dynatrace

FEBRUARY 23, 2022

Indeed, according to one survey, DevOps practices have led to 60% of developers releasing code twice as quickly. But increased speed creates a tradeoff: According to another study, nearly half of organizations consciously deploy vulnerable code because of time pressure. Increased adoption of Infrastructure as code (IaC).

Serverless 312

Serverless Infrastructure Innovation DevOps 312

Dynatrace

MARCH 19, 2025

This combination allows a malicious actor with local administrative privileges on a virtual machine to execute code as the virtual machine’s VMX process running on the host. It allows a malicious actor with privileges within the VMX process to trigger an arbitrary kernel write, which can lead to an escape from the sandbox.

Virtualization 162

Virtualization Database Systems Operating System 162

Dynatrace

APRIL 9, 2025

At the same time, Snyk focuses on various artifacts, conducting comprehensive assessments of code and container repositories. During the SDLC development phases, various artifacts of your applications are assessed for security issues from their code phase throughout the build and deploy phases until they run in your production.

Internet 147

Internet Internet Efficiency Code 147

Brendan Gregg

OCTOBER 28, 2024

The green frames are the actual instructions running on the AI or GPU accelerator, aqua shows the source code for these functions, and red (C), yellow (C++), and orange (kernel) show the CPU code paths that initiated these AI/GPU programs. The gray "-" frames just help highlight the boundary between CPU and AI/GPU code.

Programming 130

Programming Hardware Tuning C++ 130

The Netflix TechBlog

DECEMBER 3, 2022

One of the main reasons this feature exists is just like with food samples, to give you “a taste” of the production quality ETL code that you could encounter inside the Netflix data ecosystem. " , country_code STRING COMMENT "Country code of the playback session." This is one way to build trust with our internal user base.

Best Practices 361

Best Practices Code Testing Data Engineering 361

Dynatrace

OCTOBER 4, 2024

Today, development teams suffer from a lack of automation for time-consuming tasks, the absence of standardization due to an overabundance of tool options, and insufficiently mature DevSecOps processes. This process begins when the developer merges a code change and ends when it is running in a production environment.

Software 278

Software Software Development Performance 278

Dynatrace

AUGUST 8, 2024

It’s also critical to have a strategy in place to address these outages, including both documented remediation processes and an observability platform to help you proactively identify and resolve issues to minimize customer and business impact. Software bugs Software bugs and bad code releases are common culprits behind tech outages.

Software 290

Software Software Infrastructure Network 290

The Netflix TechBlog

DECEMBER 19, 2024

A natural solution is to make flows configurable using configuration files, so variants can be defined without changing the code. Unlike parameters, configs can be used more widely in your flow code, particularly, they can be used in step or flow level decorators as well as to set defaults for parameters.

Best Practices 204

Best Practices Cache Metrics Code 204

Dynatrace

AUGUST 13, 2024

Modern observability and security require comprehensive access to your hosts, processes, services, and applications to monitor system performance, conduct live debugging, and ensure application security protection. It automatically discovers and monitors each host’s applications, services, processes, and infrastructure components.

Monitoring 279

Monitoring Open Source Testing Software 279

O'Reilly

OCTOBER 22, 2024

” Junior developers are trained to think that if the code solves the problem, the job is finished. We no longer need to spend loads of time training developers; we can train them to be “prompt engineers” (which makes me think of developers who arrive on time), and they will ask the AI for the code, and it will deliver.

Development 135

Development Code Google Engineering 135

DZone

AUGUST 19, 2024

By automating the integration, testing , and deployment processes, CI/CD helps maintain code quality, reduce manual effort, and provide continuous feedback, ultimately leading to faster and more reliable software delivery. CI/CD is important for the following reasons:

Cloud 298

Cloud Efficiency Software Software 298

Dynatrace

NOVEMBER 3, 2022

With the significant growth of container management software and services, enterprises need to find ways to simplify the process. CaaS automates the processes of hosting, deploying, and managing container technologies. The emergence of Docker and other container services enabled companies to transport code quickly and easily.

Serverless 297

Serverless Azure Hardware Transportation 297

Dynatrace

JULY 18, 2023

Dynatrace Configuration as Code enables complete automation of the Dynatrace platform’s configuration, ensuring that software is secure and reliable. With Configuration as Code, developers can manage their observability and security tasks with config files that can be developed alongside source code conveniently and at scale.

Best Practices 246

Best Practices Code Infrastructure Latency 246

DZone

JANUARY 2, 2025

As enterprises expand their software development practices and scale their DevOps pipelines, effective management of continuous integration (CI) and continuous deployment (CD) processes becomes increasingly important. It is critical for managing code repositories, automating tasks, and enabling collaboration among development teams.

Scalability 130

Scalability DevOps Code Availability 130