Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. The organization needs to innovate faster to become more competitive.

Architecture 98

Architecture Metrics Logistics Strategy 98

Dynatrace

OCTOBER 26, 2020

In this blog, I want to give you two examples of internal innovation projects at Dynatrace which leverage this new API, to truly show you the power – and the fun-ness of this new metric ingest ??. The idea was inspired by an innovation day project of our lab in Klagenfurt. There are many use cases for using this API.

Innovation 157

Innovation Metrics Hardware Games 157

Dynatrace

JULY 11, 2023

We’re delighted to share that IBM and Dynatrace have joined forces to bring the Dynatrace Operator, along with the comprehensive capabilities of the Dynatrace platform, to Red Hat OpenShift on the IBM Power architecture (ppc64le). The scope of the automatic workload instrumentation is user configurable, for example, by namespace.

Architecture 174

Architecture Availability Infrastructure Monitoring 174

The Netflix TechBlog

JANUARY 10, 2024

This architecture shift greatly reduced the processing latency and increased system resiliency. We rolled out encoding innovations such as per-title and per-shot optimizations, which provided significant quality-of-experience (QoE) improvement to Netflix members. This introductory blog focuses on an overview of our journey.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

FEBRUARY 1, 2024

Business innovation costs money. But organizations may not always have insight into how their moves toward innovation generate costs as well as revenue. For example, a CNBC report found that training just one LLM can cost millions of dollars, and then millions more to update. Architecture. Utilization.

Cloud 216

Cloud Energy Innovation Infrastructure 216

Dynatrace

MAY 2, 2024

Additionally, blind spots in cloud architecture are making it increasingly difficult for organizations to balance application performance with a robust security posture. Tech Transforms podcast: It’s time to get familiar with generative AI – blog Generative AI can unlock boundless innovation. What is generative AI?

Artificial Intelligence 235

Artificial Intelligence Cloud Best Practices DevOps 235

The Netflix TechBlog

NOVEMBER 17, 2022

For example, we invest in next-generation, royalty-free codecs and sophisticated video encoding optimizations. Video downscaling is the most pertinent example herein, which tailors our encoding to screen resolutions of different devices and optimizes picture quality under varying network conditions. A visual example is shown below.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

FEBRUARY 26, 2024

Examples include streamlined release validation, predictive operations, and significant reductions in security false positives. Building apps and innovations. Partner program update. With a focus on enablement, Dynatrace highlighted the importance of technical proficiency, supported by over 1,600 new partner certifications.

Artificial Intelligence 199

Artificial Intelligence IoT Programming Innovation 199

Dynatrace

APRIL 30, 2019

In one example of a US national bank the average manual time spent to validate the quality of a deployment before it can go to production was 12.5 At Neotys PAC 2019 in Chamonix, France, I presented approaches on how to solve this problem by looking at examples from companies such as Intuit, Dynatrace, Google, Netflix, T-Systems and others.

Architecture 125

Architecture Open Source Azure Metrics 125

Strategic Tech

OCTOBER 13, 2021

If I can capture key information earlier, that gives me a good understanding of key elements of the business’s architecture, we can get to valuable conversations sooner. Examples include identity platforms, API platforms, and digital platforms that may be leveraged by multiple products. are a useful starting point.

Architecture 52

Architecture Innovation Strategy Website 52

Dynatrace

JANUARY 31, 2024

For example, a Stanford University and UC Berkeley team noted in a research study that ChatGPT behavior deteriorates over time. Using the example of a chatbot, once the user submits a natural language prompt, RAG summarizes that prompt using semantic data. Consequently, AI model drift and hallucinations emerge as primary concerns.

Cache 209

Cache Azure Infrastructure Monitoring 209

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Design Software Architecture Strategy 98

Dynatrace

NOVEMBER 2, 2023

Spiraling cloud architecture and application costs have driven the need for new approaches to cloud spend. A McKinsey & Company FinOps study indicated that “enterprises often don’t develop at-scale FinOps capabilities until their spending on cloud architecture reaches $100 million per year.”

Cloud 201

Cloud Strategy Retail Energy 201

Dynatrace

APRIL 11, 2023

Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. As organizations migrate applications to the cloud, they must balance the agility that microservices architecture brings with the complexity and lack of transparency that can also come with it.

Cloud 192

Cloud DevOps Open Source Retail 192

The Netflix TechBlog

FEBRUARY 18, 2022

Motivation With the rapid growth in Netflix member base and the increasing complexity of our systems, our architecture has evolved into an asynchronous one that enables both online and offline computation. For example, entirely relying on a Pull model wherein the device frequently calls home for updates would result in chatty mobile apps.

Systems 334

Systems Traffic Architecture Mobile 334

Dynatrace

MARCH 18, 2024

In a Dynatrace Perform 2024 session, Kristof Renders, director of innovation services, discussed how a stronger FinOps strategy coupled with observability can make a significant difference in helping teams to keep spiraling infrastructure costs under control and manage cloud spending. Suboptimal architecture design.

Best Practices 238

Best Practices Strategy Cloud AWS 238

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. For example, development teams can use automation to increase efficiency in the software development lifecycle.

Efficiency 281

Efficiency Performance Analytics DevOps 281

Dynatrace

OCTOBER 4, 2023

Companies that exploit these technologies can discover risks early, remediate problems, and to innovate and operate more efficiently are likely to achieve competitive advantage. Workflow automation not only ensures business resilience, it can also help boost productivity and innovative thinking.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

Dynatrace

NOVEMBER 9, 2021

But before we do, below are some of the examples of recent analyst recognitions where Dynatrace has been named in a leadership position for our observability platform and capabilities. A recent McKinsey Digital study of enterprises found that legacy systems account for 74% of their IT spend while continuing to be a drag on innovation.

DevOps 223

DevOps Innovation Cloud Programming 223

Strategic Tech

JANUARY 24, 2021

A common example of a Standalone Capability Group is Identity and Accounts. One example is the mobile department, a group of mobile development teams who each own a part of a mobile app. Platforms provide the foundation for higher levels of innovation. Architecture Ownership Patterns for Team Topologies.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

Dynatrace

FEBRUARY 10, 2022

Today, businesses are racing ever faster to accommodate customer demands and innovate without sacrificing product quality or security. As they increase the speed of product innovation and software development, organizations have an increasing number of applications, microservices and cloud infrastructure to manage.

Artificial Intelligence 189

Artificial Intelligence Performance Innovation Speed 189

All Things Distributed

SEPTEMBER 14, 2020

Indeed, we have created some of our most innovative and successful ideas when we have entered unchartered territory. A great example of this approach to innovation and problem solving is the creation of the AWS Nitro System , the underlying platform for our EC2 instances. You will need to invent on their behalf.

Virtualization 213

Virtualization AWS Systems Innovation 213

Dynatrace

FEBRUARY 23, 2022

As businesses take steps to innovate faster, software development quality—and application security—have moved front and center. These DevSecOps trends will also aid teams as they integrate security and compliance into processes without slowing innovation or creating additional work for already time-strapped teams. Dynatrace news.

Serverless 271

Serverless Infrastructure Innovation DevOps 271

Dynatrace

OCTOBER 17, 2023

Vincent Lascoux, chief operating officer at Odigo, at Dynatrace Innovate in Barcelona. The path to IT automation: Cloud migration, tool consolidation Boulogne Billancourt, France-based Odigo , for example, is using observability and IT automation to forward its mission: helping its global clients improve customer experience.

Innovation 186

Innovation Monitoring Network Strategy 186

Dynatrace

MAY 23, 2022

As a result, while cloud architecture has enabled organizations to develop applications iteratively, it also increased exposure to vulnerabilities. Above all, companies modernize and adopt a multicloud strategy to innovate, scale, and increase efficiency. For example, the recent Log4Shell and Spring4Shell vulnerabilities.

Strategy 229

Strategy Innovation Cloud Serverless 229

Dynatrace

JANUARY 27, 2023

In recent years, more and more large enterprises have embraced microservices-based architectures that run across clouds and geographies to deliver increased agility, improved performance, scale, and reliability. This approach has accelerated innovation and created new opportunities for distributed development and support models.

Monitoring 232

Monitoring Cloud Innovation Strategy 232

The Netflix TechBlog

NOVEMBER 9, 2020

Netflix is known for its loosely coupled and highly scalable microservice architecture. But as our business has scaled, our ability to innovate rapidly has approached an invisible asymptote. The product teams solved for this with two architectural patterns. Yet they add complexity for use cases that span multiple services.

Architecture 359

Architecture Engineering Scalability Open Source 359

Strategic Tech

JUNE 2, 2021

Modernizing an architecture usually take years. The need to keep delivering product enhancements and new innovations while modernization is in process is one big factor, and dependencies between modernization work items is another. In the Architecture Modernization Sequencing Grid, this is the bottom right corner.

Architecture 52

Architecture Infrastructure Technology Technology 52

Dynatrace

OCTOBER 17, 2023

The rise of cloud-native microservice architectures further exacerbates this change. Pricing the actual usage is integral to the financial accountability with the cloud architecture variable spend model. For example, this includes the following: Click to query. Smart defaults. Start step-by-step with DQL.

Retail 242

Retail Storage Best Practices Architecture 242

Dynatrace

DECEMBER 5, 2022

Organizations are increasingly adopting DevOps to stay competitive, innovate faster, and meet customer needs. Yet, this often results in developers spending more time piecing the tools together instead of innovating. Yet, ensuring code quality and breaking down silos are some of the many challenges that come with DevOps methodologies.

DevOps 215

DevOps Virtualization Innovation Best Practices 215

Dynatrace

JULY 29, 2021

Today’s digital businesses run on heterogeneous and highly dynamic architectures with interconnected applications and microservices deployed via Kubernetes and other cloud-native platforms. Common questions include: Where do bottlenecks occur in our architecture? Dynatrace news. How can we optimize for performance and scalability?

Analytics 246

Analytics Open Source Serverless Architecture 246

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. The following table gives us an example of file sizes for 4K ProRes 422 HQ proxies.

Cloud 237

Cloud Media Storage Cache 237

Dynatrace

OCTOBER 4, 2022

Log management and analytics is an essential part of any organization’s infrastructure, and it’s no secret the industry has suffered from a shortage of innovation for several years. Modern IT environments — whether multicloud, on-premises, or hybrid-cloud architectures — generate exponentially increasing data volumes.

Analytics 240

Analytics Artificial Intelligence Storage Serverless 240

Dynatrace

JUNE 13, 2022

But with this speed, agility, and innovation come new challenges. Open source code, for example, has generated new threat vectors for attackers to exploit. Today, organizations can move faster and innovate more easily through software development. Consider, for example, the recent Log4Shell and Spring4Shell vulnerabilities.

Open Source 227

Open Source DevOps Java Innovation 227

Dynatrace

DECEMBER 23, 2020

As legacy monolithic applications give way to more nimble and portable services, the tools once used to monitor their performance are unable to serve the complex cloud-native architectures that now host them. Log aggregation, the practice of combining logs from many different services, is a good example.

Infrastructure 211

Infrastructure Cloud Monitoring Metrics 211

Dynatrace

JUNE 29, 2022

More than 90% of enterprises now rely on a hybrid cloud infrastructure to deliver innovative digital services and capture new markets. To drive better outcomes using hybrid cloud architectures, it helps to understand their benefits—and how to orchestrate them seamlessly. What is hybrid cloud architecture? One is security.

Infrastructure 187

Infrastructure Cloud Azure AWS 187

Dynatrace

OCTOBER 30, 2023

The growing challenge in modern IT environments is the exponential increase in log telemetry data, driven by the expansion of cloud-native, geographically distributed, container- and microservice-based architectures. For example, debugging data for production applications doesn’t require a lengthy retention period.

Best Practices 249

Best Practices Analytics Artificial Intelligence Infrastructure 249