Dynatrace

OCTOBER 23, 2023

At financial services company, Soldo, efficiency and security by design are paramount goals. Since 2015, the Soldo business spend management platform has provided companies with a simple and efficient way to better spend and control company money. What is security by design?

Design 264

Design Innovation DevOps Open Source 264

Dynatrace

NOVEMBER 4, 2024

Business events: Delivering the best data It’s been two years since we introduced business events , a special class of events designed to support even the most demanding business use cases. Simplified and enhanced analytics efficiency. Our Business Analytics solution is a prominent beneficiary of this commitment.

Analytics 241

Analytics Airlines Metrics Monitoring 241

The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. This insight led us to build Edgar: a distributed tracing infrastructure and user experience. Our distributed tracing infrastructure is grouped into three sections: tracer library instrumentation, stream processing, and storage.

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

Dynatrace

FEBRUARY 6, 2025

With Dashboards , you can monitor business performance, user interactions, security vulnerabilities, IT infrastructure health, and so much more, all in real time. Even if infrastructure metrics aren’t your thing, you’re welcome to join us on this creative journey simply swap out the suggested metrics for ones that interest you.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Dynatrace

SEPTEMBER 27, 2024

Carbon Impact leverages business events , a special data type designed to support the real-time accuracy and long-term granularity demands common to business use cases. In fact, most of the proposed optimizations for computational efficiency and improved performance will also reduce energy consumption.

Energy 246

Energy Infrastructure Cloud Best Practices 246

Dynatrace

OCTOBER 30, 2024

We equip our customers with the insights necessary to enhance user experiences and improve operational efficiency. 5), Hybrid Infrastructure/Platform Operations (4.25/5), 5), and Business Insights (4.22/5) 5) Use Cases in the 2024 Gartner Critical Capabilities for Observability Platforms Report.

Monitoring 245

Monitoring Innovation Mobile Strategy 245

The Netflix TechBlog

DECEMBER 17, 2024

We kick off with a few topics focused on how were empowering Netflix to efficiently produce and effectively deliver high quality, actionable analytic insights across the company. Subsequent posts will detail examples of exciting analytic engineering domain applications and aspects of the technical craft.

Analytics 212

Analytics Engineering Entertainment Metrics 212

DZone

OCTOBER 7, 2024

As deep learning models evolve, their growing complexity demands high-performance GPUs to ensure efficient inference serving. Many organizations rely on cloud services like AWS, Azure, or GCP for these GPU-powered workloads, but a growing number of businesses are opting to build their own in-house model serving infrastructure.

Infrastructure 173

Infrastructure Azure Hardware AWS 173

Dynatrace

MARCH 5, 2025

This is partly due to the complexity of instrumenting and analyzing emissions across diverse cloud and on-premises infrastructures. Integration with existing systems and processes : Integration with existing IT infrastructure, observability solutions, and workflows often requires significant investment and customization.

Energy 223

Energy Analytics Traffic Cloud 223

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

The Netflix TechBlog

MARCH 28, 2025

These insights have shaped the design of our foundation model, enabling a transition from maintaining numerous small, specialized models to building a scalable, efficient system. At inference time, when multi-step decoding is needed, we can deploy KV caching to efficiently reuse past computations and maintain lowlatency.

Tuning 200

Tuning Efficiency Latency Strategy 200

Dynatrace

JANUARY 22, 2025

Inefficient or resource-intensive runners can lead to increased costs and underutilized infrastructure. This awareness allows teams to allocate and scale resources more effectively, reducing costs while ensuring CI/CD pipelines operate smoothly and efficiently. However, these use cases are just the beginning.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

Dynatrace

MAY 5, 2020

We’re therefore excited to announce that Dynatrace has received the Amazon RDS Service Ready designation. Achieving this designation differentiates Dynatrace as an AWS Advanced Technology Partner with a product that is integrated with Amazon RDS and is generally available and fully supported.

Design 217

Design AWS Education Innovation 217

Dynatrace

MARCH 17, 2025

Until recently, improvements in data center power efficiency compensated almost entirely for the increasing demand for computing resources. How to achieve sustainable IT practices Use observability tools The first step in driving improvements is to obtain a comprehensive view of your IT infrastructure’s climate impact.

Software Engineering 147

Software Engineering Engineering Software Software 147

The Netflix TechBlog

DECEMBER 17, 2024

How can we design systems that recognize these nuances and empower every title to shine and bring joy to ourmembers? This led to a suite of fragmented scripts, runbooks, and ad hoc solutions scattered across teamsan approach that was neither sustainable nor efficient. Yet, these pages couldnt be more different.

Traffic 172

Traffic Scalability Strategy Monitoring 172

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. Dynatrace is designed to scale easily across the entire Kubernetes stack.

Availability 279

Availability Infrastructure Metrics Hardware 279

Scalegrid

FEBRUARY 24, 2025

This guide will cover how to distribute workloads across multiple nodes, set up efficient clustering, and implement robust load-balancing techniques. The architecture of RabbitMQ is meticulously designed for complex message routing, enabling dynamic and flexible interactions between producers and consumers.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

NOVEMBER 7, 2023

The development of internal platform teams has taken off in the last three years, primarily in response to the challenges inherent in scaling modern, containerized IT infrastructures. The ability to effectively manage multi-cluster infrastructure is critical to consistent and scalable service delivery.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

Uber Engineering

AUGUST 14, 2019

In our experience, optimizing for operational efficiency requires answering one key question: for which tables does the maintenance cost supersede utility? Once identified, … The post Less is More: Engineering Data Warehouse Efficiency with Minimalist Design appeared first on Uber Engineering Blog.

Efficiency 110

Efficiency Engineering Design Storage 110

The Netflix TechBlog

MARCH 7, 2019

To unlock these innovations we are making a strategic choice that our focus should be geared towards developing the surrounding infrastructure so that scientists’ work can be easily absorbed into the wider Netflix Experimentation Platform. B) Efficient use of memory We should optimize for sparse linear algebra.

Design 175

Design Engineering Innovation Java 175

Dynatrace

SEPTEMBER 5, 2024

These developments open up new use cases, allowing Dynatrace customers to harness even more data for comprehensive AI-driven insights, faster troubleshooting, and improved operational efficiency. Native support for syslog messages extends our infrastructure log support to all Linux/Unix systems and network devices.

Innovation 290

Innovation AWS Analytics Storage 290

Dynatrace

OCTOBER 10, 2023

EdgeConnect facilitates seamless interaction, ensuring data security and operational efficiency. In this hybrid world, IT and business processes often span across a blend of on-premises and SaaS systems, making standardization and automation necessary for efficiency.

Systems 278

Systems Efficiency Internet Internet 278

Dynatrace

AUGUST 8, 2024

From business operations to personal communication, the reliance on software and cloud infrastructure is only increasing. High demand Sudden spikes in demand can overwhelm systems that are not designed to handle such loads, leading to outages. Outages can disrupt services, cause financial losses, and damage brand reputations.

Software 290

Software Software Infrastructure Network 290

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. Regardless of their role, every business process is designed to improve business outcomes.

Processing 147

Processing Analytics Infrastructure Monitoring 147

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. An advanced observability solution can also be used to automate more processes, increasing efficiency and innovation among Ops and Apps teams.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

NOVEMBER 3, 2023

Many consider it an effective solution for improving efficiency and overall satisfaction for developers across a variety of organizations and industries. A platform encompasses a set of tools, services, and infrastructure that enables developers to build, test, and deploy software applications.

Engineering 264

Engineering DevOps Software Engineering Scalability 264

Dynatrace

JANUARY 26, 2021

Companies can choose whatever combination of infrastructure, platforms, and software will help them best achieve continuous integration and continuous delivery (CI/CD) of new apps and services while simultaneously baking in security measures. The tactical trifecta: development + security + operations. Rather, they’re about tactics.

DevOps 306

DevOps Best Practices Open Source Tuning 306

Dynatrace

OCTOBER 30, 2023

The resulting vast increase in data volume highlights the need for more efficient data handling solutions. Thus, organizations face the critical problem of designing and implementing effective solutions to manage this growing data deluge and its associated implications.

Best Practices 290

Best Practices Analytics Artificial Intelligence Infrastructure 290

Dynatrace

NOVEMBER 18, 2020

DevOps seeks to accomplish smooth and efficient software creation, delivery, monitoring, and improvement by prioritizing agility and adaptability over rigid, stage-by-stage development. With the help of open-source solutions and agile APIs, teams can now deliver and maintain code more efficiently than ever. Dynatrace news.

DevOps 283

DevOps Infrastructure Open Source Software 283

Dynatrace

MARCH 29, 2024

AI innovation elevates efficiency and performance of Google Cloud AI adoption is increasingly critical for any organization. Using these tools, organizations can scale faster with real-time insights into their Google Cloud infrastructure, enhanced by AI-powered context from Davis.

Google 290

Google Innovation Cloud Analytics 290

The Netflix TechBlog

SEPTEMBER 18, 2024

Vidhya Arvind , Rajasekhar Ummadisetty , Joey Lynch , Vinay Chella Introduction At Netflix our ability to deliver seamless, high-quality, streaming experiences to millions of users hinges on robust, global backend infrastructure. This model supports both simple and complex data models, balancing flexibility and efficiency.

Latency 260

Latency Storage Cache Servers 260

Dynatrace

OCTOBER 7, 2021

Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Serverless architecture offers several benefits for enterprises. Simplicity. The first benefit is simplicity. AWS serverless offerings. Compute services.

Serverless 325

Serverless AWS Lambda Storage 325

DZone

AUGUST 23, 2023

In today's rapidly evolving digital landscape, businesses increasingly rely on cloud computing and infrastructure to support their operations. As organizations migrate their workloads to the cloud, robust monitoring and management tools are paramount to ensure optimal performance, security, and efficiency.

Azure 223

Azure Monitoring Virtualization Infrastructure 223

The Netflix TechBlog

NOVEMBER 17, 2022

While conventional video codecs remain prevalent, NN-based video encoding tools are flourishing and closing the performance gap in terms of compression efficiency. We employed an adaptive network design that is applicable to the wide variety of resolutions we use for encoding. How do we apply neural networks at scale efficiently?

Network 300

Network Media Innovation Efficiency 300

Dynatrace

NOVEMBER 2, 2020

Azure is a platform designed to transform your business but, as with all transformation, there will be some challenges along the way. Hybrid, multi-cloud application and infrastructure environments can’t be siloed – visibility is needed for critical interdependencies. Modernization comes with challenges.

Azure 264

Azure Serverless Innovation Cloud 264

Dynatrace

APRIL 19, 2021

In the Magic Quadrant report, Gartner defines APM as, “software that enables the observation of application behavior and its infrastructure dependencies, users, and business key performance indicators (KPIs) throughout the application’s life cycle.” It’s this combination that helps our customers deal with the explosion of observability data.

DevOps 279

DevOps Innovation Speed Infrastructure 279

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Increased efficiency for Lambda function configurations. AWS Lambda is one of the most popular serverless compute services in the market.

Lambda 242

Lambda AWS Serverless Infrastructure 242