Dynatrace

MARCH 5, 2025

Fast and efficient log analysis is critical in todays data-driven IT environments. For enterprises managing complex systems and vast datasets using traditional log management tools, finding specific log entries quickly and efficiently can feel like searching for a needle in a haystack. What are Dynatrace Segments?

AWS 217

AWS Azure Efficiency Best Practices 217

Dynatrace

DECEMBER 5, 2023

This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance. Energy efficiency and carbon footprint outshine x86 architectures The first clear benefit of ARM in the enterprise IT landscape is energy efficiency.

Efficiency 290

Efficiency Architecture Energy Monitoring 290

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 allows attackers to manipulate file upload parameters, leading to unauthorized file placement and potentially remote code execution (RCE).

Servers 214

Servers Processing Java Tuning 214

DZone

FEBRUARY 19, 2025

These platforms provide developers with powerful tools to monitor, debug, and optimize AI agents, ensuring their reliability, efficiency, and scalability. Let's explore the key features of these platforms and examine some code examples to illustrate their practical applications.

Artificial Intelligence 162

Artificial Intelligence Scalability Efficiency Monitoring 162

Dynatrace

JANUARY 26, 2021

This allows teams to sidestep much of the cost and time associated with managing hardware, platforms, and operating systems on-premises, while also gaining the flexibility to scale rapidly and efficiently. In a serverless architecture, applications are distributed to meet demand and scale requirements efficiently.

Serverless 246

Serverless Efficiency Lambda AWS 246

Dynatrace

JUNE 10, 2022

The IT world is rife with jargon — and “as code” is no exception. “As code” means simplifying complex and time-consuming tasks by automating some, or all, of their processes. Today, the composable nature of code enables skilled IT teams to create and customize automated solutions capable of improving efficiency.

Best Practices 264

Best Practices Infrastructure Code Speed 264

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. Simplified and enhanced analytics efficiency. Since then, many of our customers have embraced the opportunity to explore and adopt new business analytics use cases.

Analytics 241

Analytics Airlines Metrics Monitoring 241

Dynatrace

JUNE 1, 2023

Certain service-level objective examples can help organizations get started on measuring and delivering metrics that matter. Teams can build on these SLO examples to improve application performance and reliability. In this post, I’ll lay out five SLO examples that every DevOps and SRE team should consider. or 99.99% of the time.

Traffic 173

Traffic Website Latency Virtualization 173

Dynatrace

NOVEMBER 13, 2020

When Davis detects deviations from this baseline (for example, a sudden dip in usage or a user action that lasts longer than expected), it generates a problem event , identifies the root cause of the problem, and sends notifications based on the configured alerting profile. OneAgent for mobile apps is specific to iOS and Android.

Code 244

Code Mobile Monitoring Infrastructure 244

DZone

JANUARY 18, 2023

This release resulted from several months of hard work where we had to thoroughly review our data model and implement a very resource-efficient permissions calculation mechanism. Disclaimer: I’ll be using Django in my code examples, but the ideas can be generalized; however, a relational database is a stronger requirement.

Efficiency 162

Efficiency Engineering Database Monitoring 162

The Netflix TechBlog

NOVEMBER 12, 2024

Without an efficient data retention strategy, this approach may struggle to scale effectively. Reducing Code Complexity : We reduce a lot of code complexity in Counter Abstraction by delegating a major portion of the functionality to an existing service. This is where most of the complexity in Counter Abstraction comes in.

Latency 247

Latency Cache Infrastructure Strategy 247

Dynatrace

JULY 24, 2024

By leveraging Dynatrace observability on Red Hat OpenShift running on Linux, you can accelerate modernization to hybrid cloud and increase operational efficiencies with greater visibility across the full stack from hardware through application processes. Get started monitoring Red Hat OpenShift on IBM Z and LinuxONE New to Dynatrace?

Availability 279

Availability Infrastructure Metrics Monitoring 279

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 305

AWS Efficiency Azure Cloud 305

Dynatrace

MARCH 27, 2024

The automated extraction of ownership information, for example, from Kubernetes annotations, is therefore essential. How to efficiently introduce team ownerships Dynatrace provides different ways of associating team ownership with entities and adding desired team metadata, such as contact details, to your environments.

Best Practices 263

Best Practices Azure Database Code 263

Dynatrace

FEBRUARY 24, 2025

Theyre often categorized by their function; core processes directly create customer value, support processes increase departmental efficiency, and management processes drive strategic goals and compliance. Log files and APIs are the most common business data sources, and software agents may offer a simpler no-code option.

Processing 147

Processing Analytics Infrastructure Monitoring 147

Dynatrace

DECEMBER 21, 2023

Evaluating these on three levels—data center, host, and application architecture (plus code)—is helpful. Most approaches focus on improving Power Usage Effectiveness (PUE), a data center energy-efficiency measure. energy-efficient data centers—cloud providers—achieve values closer to 1.2. A PUE of 1.0

Cloud 264

Cloud Energy Best Practices Cache 264

DZone

MARCH 7, 2023

Broadcast variables can be used to efficiently distribute large read-only data structures, such as lookup tables, to worker nodes. For example, to broadcast a lookup table named lookup_table : Use Broadcast Variables Broadcast variables are read-only variables that can be shared across nodes in a Spark cluster.

Big Data 173

Big Data Code Tuning Open Source 173

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

FEBRUARY 4, 2025

For example: Exploitation awareness: Identify vulnerabilities based on whether they’re exposed to critical assets or have exploits circulating in the wild. Unified vulnerabilities view The new Dynatrace platform consolidates third-party and code-level vulnerabilities into a single, intuitive view.

Analytics 130

Analytics Internet Internet Infrastructure 130

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

Dynatrace

MAY 17, 2023

This is one example of the many use cases we’re exploring. For example, it can help DevOps and platform engineering teams write code snippets by drawing on information from software libraries. It highlights the potential of GPT technology to drive “information democracy” even further.

Innovation 306

Innovation Software Software Artificial Intelligence 306

Dynatrace

FEBRUARY 4, 2025

Scale with confidence: Leverage AI for instant insights and preventive operations Using Dynatrace, Operations, SRE, and DevOps teams can scale efficiently while maintaining software quality and ensuring security and reliability. To experience the possibilities of AI-empowered dashboards , try our example dashboard on the Dynatrace Playground.

Analytics 130

Analytics Efficiency DevOps Innovation 130

Dynatrace

FEBRUARY 1, 2024

The complexity and numerous moving parts of Kubernetes multicloud clusters mean that when monitoring the health of these clusters—which is critical for ensuring reliable and efficient operation of the application—platform engineers often find themselves without an easy and efficient solution.

Engineering 299

Engineering Efficiency Azure Monitoring 299

Dynatrace

APRIL 29, 2021

Together, these practices ensure better collaboration and greater efficiency for DevOps teams throughout the software development life cycle. When they check in their code, the build management system automatically creates a build and tests it. If the test fails, the system notifies the team to fix the code.

DevOps 299

DevOps Logistics Code Software 299

Dynatrace

JULY 25, 2022

The DevOps playbook has proven its value for many organizations by improving software development agility, efficiency, and speed. This method known as GitOps would also boost the speed and efficiency of practicing DevOps organizations. Development teams use GitOps to specify their infrastructure requirements in code.

DevOps 278

DevOps Infrastructure Speed Cloud 278

Dynatrace

MARCH 20, 2024

In this article, we’ll explore these challenges in detail and introduce Keptn, an open source project that addresses these issues, enhancing Kubernetes observability for smoother and more efficient deployments. Insufficient CPU and memory allocation to pods can lead to resource contention and stop Pods from being created.

Open Source 299

Open Source Hardware DevOps Infrastructure 299

Dynatrace

JULY 22, 2024

The OpenTelemetry Protocol (OTLP) plays a critical role in this framework by standardizing how systems format and transport telemetry data, ensuring that data is interoperable and transmitted efficiently. OpenTelemetry provides [extensive documentation]([link] and examples to help you fine-tune your configuration for maximum effectiveness.

Latency 264

Latency Best Practices Metrics Open Source 264

Dynatrace

FEBRUARY 1, 2024

Business and technology leaders are increasing their investments in AI to achieve business goals and improve operational efficiency. From generating new code and boosting developer productivity to finding the root cause of performance issues with ease, the benefits of AI are numerous.

Artificial Intelligence 246

Artificial Intelligence Analytics Efficiency Database 246

Dynatrace

MAY 17, 2022

Onboarding teams using self-service Kubernetes selectors is one of the best examples of how Dynatrace embraces cloud native technologies to increase automation, reduce bureaucracy, and encourage agility. The following example drives the point home. Embracing cloud native best practices to increase automation. Putting it all together.

Availability 348

Availability Scalability Cloud Metrics 348

Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Energy 264

Energy Cloud Airlines Strategy 264

Dynatrace

FEBRUARY 15, 2023

As cloud environments become increasingly ubiquitous, so does the need for effective and efficient management. This helps organizations to achieve proactive prevention, efficient operation, faster remediation, strong protection, and business acceleration. Example workflow for event-driven vulnerability reporting and escalation.

Cloud 244

Cloud DevOps Code Open Source 244

Dynatrace

SEPTEMBER 28, 2021

Let’s dive into how these metrics and DevOps KPIs can help your team perform better and deliver better code. Deployment frequency measures both long-term and short-term efficiency. For example, by measuring deployment frequency daily or weekly, you can determine how efficiently your team is responding to process changes.

DevOps 246

DevOps Metrics Traffic Efficiency 246

Dynatrace

JANUARY 26, 2021

This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes. Application security has historically been addressed after development is completed.

DevOps 306

DevOps Best Practices Open Source Tuning 306

Dynatrace

FEBRUARY 1, 2024

For example, a CNBC report found that training just one LLM can cost millions of dollars, and then millions more to update. How cloud cost optimization mitigates the effects of tool sprawl For example, the Dynatrace team investigated its Amazon Elastic Block Store (EBS) usage. Generative AI and LLMs are compounding these figures.

Cloud 246

Cloud Energy Innovation Infrastructure 246

Dynatrace

JULY 19, 2024

The following is an example of a query using the Dynatrace Query Language (DQL) to find out when BSOD issues are being written to Windows System logs. The Dynatrace platform establishes context across all observability data sources – metrics, events, logs, traces, user sessions, synthetic probes, runtime security vulnerabilities, and more.

Airlines 334

Airlines Servers Retail Monitoring 334

Dynatrace

DECEMBER 5, 2022

Yet, ensuring code quality and breaking down silos are some of the many challenges that come with DevOps methodologies. In a similar way that developers automate a single task to improve consistency, efficiency, and speed, orchestration tools can coordinate the automation of tasks across platforms. Automation versus orchestration.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

The Netflix TechBlog

SEPTEMBER 3, 2021

link] Example: Netflix Studio Production Money Heist (La casa de papel) / Netflix Let’s assume there is a Production service that manages Studio Content Productions (in the film and TV industry, the term production refers to the process of making a movie, not the environment to run a software). Our protobuf message definition (.proto

Design 246

Design Java Code Servers 246