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. AI and security need to go hand-in-hand Generative AI is becoming increasingly popular in organizations across nearly every industry.

Artificial Intelligence 228

Artificial Intelligence Cloud Best Practices DevOps 228

Strategic Tech

MARCH 16, 2021

I believe that attitude towards the design of code and architecture is one of them. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. Both valuing design and striving for continuous delivery are necessary.

Software Engineering 80

Software Engineering Design Engineering Software 80

Strategic Tech

JULY 21, 2020

Before jumping into either of those scenarios, have a look at what Strategic Domain-Driven Design can offer you. This means a software architecture should be purposely designed for the most favourable business consequences. It also means that understanding the business model is a pre-requisite for designing a software architecture.

Architecture 98

Architecture Design Software Architecture Strategy 98

Dynatrace

AUGUST 25, 2023

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens.

Government 202

Government Infrastructure Programming Cloud 202

Dynatrace

DECEMBER 21, 2023

Options at each level offer significant potential benefits, especially when complemented by practices that influence the design and purchase decisions made by IT leaders and individual contributors. This is a rather simple move as it doesn’t directly impact your infrastructure, just your contract with your electricity provider.

Cloud 208

Cloud Energy Best Practices Cache 208

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

APRIL 28, 2023

Customers must comply with internal and external policies and regulations that might demand them to keep specific data stored for a minimum period of time (for example, audit logs). For example, suppose data has to be retained for a longer period because of legal or business reasons.

Analytics 212

Analytics Storage Infrastructure Metrics 212

Dynatrace

JUNE 7, 2023

Container orchestration allows an organization to digitally transform at a rapid clip without getting bogged down by slow, siloed development, difficult scaling, and high costs associated with optimizing application infrastructure. For example , a namespace in Kubernetes is typically referred to as a project in OpenShift. Networking.

Open Source 205

Open Source Social Media Infrastructure Operating System 205

The Netflix TechBlog

FEBRUARY 3, 2021

At Netflix we strongly prefer schema-first development because: The schema design is front and center of the developer experience. Although it might be marginally quicker to generate schema from the code, putting the time into designing your schema in a human readable, collaborative way is well worth the effort towards a better API.

Open Source 246

Open Source Java Architecture Metrics 246

Dynatrace

SEPTEMBER 9, 2022

Based on IDC’s research, 83% of enterprises are rationalizing, or optimizing, their technology infrastructure. According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. What is application modernization?

Strategy 226

Strategy Benchmarking Serverless Infrastructure 226

Dynatrace

NOVEMBER 23, 2020

Nevertheless, there are related components and processes, for example, virtualization infrastructure and storage systems (see image below), that can lead to problems in your Kubernetes infrastructure. In this example, neither the Kubernetes monitoring itself or the OS agent installed on the Kubernetes node caught the problem.

Virtualization 160

Virtualization Infrastructure Monitoring Cloud 160

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. For example, Blumira offers a third-party solution while AWS provides its own with CloudWatch.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

NOVEMBER 22, 2021

Because of its matrix of cloud services across multiple environments, AWS and other multicloud environments can be more difficult to manage and monitor compared with traditional on-premises infrastructure. EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale.

Best Practices 210

Best Practices AWS Monitoring Serverless 210

Dynatrace

APRIL 4, 2023

Even in higher education, IT staff depend on key visibility into their complex ecosystems of applications and infrastructure to monitor and manage application health. For example, most monitoring solutions are deployed piecemeal or simply don’t support integration with other critical systems.

Education 214

Education Monitoring C++ Design 214

The Netflix TechBlog

DECEMBER 8, 2021

Project by Netflix’s Cloud Infrastructure Security team ( Alex Bainbridge , Mike Grima , Nick Siow) Cloud security is a hard problem, but an even harder one is cloud security at scale. We knew that given our scale, we needed to rely heavily on automations and that we needed to build our solutions using battle tested scalable infrastructure.

AWS 196

AWS Cloud Infrastructure Scalability 196

Dynatrace

OCTOBER 16, 2023

At the Dynatrace Innovate conference in Barcelona, Bernd Greifeneder, Dynatrace chief technology officer, discussed key examples of how the Dynatrace observability platform delivers value well beyond traditional monitoring. With Grail, for example, a DevOps team can pre-scan logs. The plattorm can pre-analyze and classify logs.

Innovation 196

Innovation DevOps Cloud Efficiency 196

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. As you build applications and rely more and more on Lambda architectures you need full observability of all tiers of the supporting infrastructure.

Lambda 166

Lambda AWS Serverless Infrastructure 166

The Morning Paper

JUNE 6, 2019

Towards federated learning at scale: system design Bonawitz et al., The FL infrastructure generates versioned plans for each task. We designed the FL system to elastically scale with the number and sizes of the FL populations, potentially up into the billions. SysML 2019. Use cases so far.

Systems 71

Systems Design Google Servers 71

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. DevSecOps: Security by design.

Open Source 221

Open Source DevOps Java Innovation 221

Dynatrace

OCTOBER 28, 2021

The crisis could be technical, natural, or malicious events, for example an earthquake affecting data center availability, or a cyberattack infecting applications and websites. In 2009, the purveyor of online videos migrated to AWS cloud infrastructure to deliver its entertainment to a growing audience. Chaos engineers ask why.

Engineering 224

Engineering Entertainment Cloud Infrastructure 224

Dynatrace

MARCH 9, 2023

Meanwhile, the Gartner 2022 State of Infrastructure and Operations (I&O) Automation report indicates that just 21% of I&O leaders report high success in their automation endeavors. For example, DevOps teams aim to release secure and high-performing applications and services faster. This statistic is despite the $9.1

DevOps 232

DevOps Infrastructure Software Software 232

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. For example, optimizing resource utilization for greater scale and lower cost and driving insights to increase adoption of cloud-native serverless services.

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

DECEMBER 2, 2021

For example, an SLA between a web host provider and customer can guarantee 99.95% uptime for all web services of a company over a year. For example, if the SLA for a website is 99.95% uptime, its corresponding SLO could be 99.95% availability of the login services. For example, if your SLO guarantees 99.5% What are SLOs?

Metrics 190

Metrics Best Practices DevOps Infrastructure 190

Dynatrace

NOVEMBER 8, 2021

.” In its 2021 Magic Quadrant™ for Application Performance Monitoring, 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. Application performance insights.

Artificial Intelligence 231

Artificial Intelligence Monitoring Infrastructure Cloud 231

Dynatrace

MAY 5, 2021

Today we’re proud to announce the new Dynatrace Operator, designed from the ground up to handle the lifecycle of OneAgent, Kubernetes API monitoring, OneAgent traffic routing, and all future containerized componentry such as the forthcoming extension framework. A great example of this push towards autonomy is SAP. What’s ahead.

Cloud 224

Cloud Traffic Monitoring Open Source 224

The Netflix TechBlog

NOVEMBER 29, 2023

Bitrate versus quality comparison HDR-VMAF is designed to be format-agnostic — it measures the perceptual quality of HDR video signal regardless of its container format, for example, Dolby Vision or HDR10. Shown below are rate versus quality examples for a couple of titles from our HDR catalog. We present two sets.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

MAY 3, 2022

In addition, as part of the Dynatrace observability offering (including Apps & Microservices and Infrastructure), Dynatrace provides end-to-end visibility with AIOps and automation. This insight into factors that impact user experiences helps pinpoint potential issues with application infrastructure and functionality.

Mobile 166

Mobile Monitoring Benchmarking Best Practices 166

High Scalability

NOVEMBER 14, 2018

Five years ago when Google published The Datacenter as a Computer: Designing Warehouse-Scale Machines it was a manifesto declaring the world of computing had changed forever. The world is still changing, so Google published a new edition: The Datacenter as a Computer: Designing Warehouse-Scale Machines, Third Edition.

Design 54

Design Education Google Internet 54

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. As you build applications and rely more and more on Lambda architectures you need full observability of all tiers of the supporting infrastructure.

Lambda 130

Lambda AWS Serverless Infrastructure 130

Scalegrid

JANUARY 9, 2024

With the prevalence of cyber threats and regulatory pressures, safeguarding your enterprise’s cloud infrastructure is more critical than ever. Aligning Best Practices with ScaleGrid Solutions ScaleGrid’s solutions are designed to comply with top industry standards for cloud security by incorporating enhanced security measures.

Strategy 130

Strategy Cloud Best Practices Government 130

Dynatrace

JUNE 7, 2023

A typical design pattern is the use of a semantic search over a domain-specific knowledge base, like internal documentation, to provide the required context in the prompt. Our example dashboard below visualizes OpenAI token consumption. Our simple example of a NodeJS service entirely depends on the ChatGPT model response.

Monitoring 163

Monitoring Latency Metrics Azure 163

Dynatrace

JUNE 14, 2023

Cloud-native apps and infrastructure There is strong traction within the market helping customers to better adopt cloud-native environments with speed and confidence. Silos are converging within different roles, for example, and different audiences need different views of data for monitoring and securing cloud-native environments.

Programming 179

Programming Analytics Innovation Best Practices 179

CSS Wizardry

MAY 31, 2019

One of the quickest wins—and one of the first things I recommend my clients do—to make websites faster can at first seem counter-intuitive: you should self-host all of your static assets, forgoing others’ CDNs/infrastructure. I’m going to use an example taken straight from Bootstrap’s own Getting Started. What Am I Talking About?

Cache 274

Cache Latency Infrastructure Website 274

Dynatrace

AUGUST 27, 2019

Welcome back to the blog series in which we share how you can easily solve three common problem scenarios by using Dynatrace and xMatters Flow Designer. Step 1 – Let Dynatrace analyze your infrastructure health in real-time. This is where xMatters Flow Designer comes into play, by automating remediation steps at the touch of a button.

Systems 176

Systems DevOps Latency Azure 176

Dynatrace

APRIL 26, 2022

Gartner estimates that by 2025, 70% of digital business initiatives will require infrastructure and operations (I&O) leaders to include digital experience metrics in their business reporting. With DEM solutions, organizations can operate over on-premise network infrastructure or private or public cloud SaaS or IaaS offerings.

Monitoring 202

Monitoring Social Media IoT Metrics 202

Dynatrace

OCTOBER 17, 2023

Grail is designed for scalability, with no technical prerequisites or additional hosting and storage costs as ingestion rates increase. For example, this includes the following: Click to query. You can set up automatically running queries, for example, if required. But by default, the automatic refresh of queries is off.

Retail 236

Retail Storage Best Practices Architecture 236

The Netflix TechBlog

OCTOBER 26, 2021

Subsequent posts will go into more details on experimentation across Netflix, how Netflix has invested in infrastructure to support and scale experimentation, and the importance of the culture of experimentation within Netflix. Continuing on an example from Part 3 , a false negative corresponds to labeling the photo of the cat as a “not cat.”

Testing 202

Testing Latency Metrics Innovation 202