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 204

Cache Azure Infrastructure Monitoring 204

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

Percona

FEBRUARY 24, 2023

Your company operates a massive distributed architecture that spans multiple data centers and cloud providers, and your databases are a crucial part of this infrastructure. For example, the QA team would only have access to data from the QA environment rather than having access to the production environment. to monitor and diagnose. +50

Metrics 110

Metrics Monitoring Database Engineering 110

Strategic Tech

JULY 29, 2021

If you would like to learn or practice how to break up a large business into domains and use them as the foundation for your software architecture and team organization, I have created a strategic domain-driven design kata that you may find useful. Who to invite? I recommend organising attendees into groups of 4–5 people.

Design 52

Design Software Architecture Architecture Strategy 52

Smashing Magazine

DECEMBER 17, 2021

Designing Human-Machine Interfaces For Vehicles Of The Future. Designing Human-Machine Interfaces For Vehicles Of The Future. No matter what HMI we design, we need to allow users to take advantage of all that a system has to offer. Car HMI design is a relatively new field with its specifics that you need to be aware of.

Design 106

Design Entertainment Mobile Automotive 106

Dynatrace

AUGUST 25, 2023

For example, older systems may require additional support personnel or contractors to operate and maintain. Step 2: Design and activate your cloud migration strategy It takes smart planning to migrate applications to the cloud with minimal disruption.

Government 203

Government Infrastructure Programming Cloud 203

The Netflix TechBlog

JANUARY 25, 2023

For example, we have a service that stores a movie entity’s metadata or a service that stores metadata about images. In Pic 1 below, we have an example of an application which is used by editors to review their work. We don’t allow incompatible changes, for example, users can not change the data type of a property.

Scalability 283

Scalability Latency Media Architecture 283

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. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate. This includes servers, applications, software platforms, and websites.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

MAY 23, 2022

Cloud environment toolkits —microservices, Kubernetes, and serverless platforms — deliver business agility, but also create complexity for which many security solutions weren’t designed. As a result, while cloud architecture has enabled organizations to develop applications iteratively, it also increased exposure to vulnerabilities.

Strategy 225

Strategy Innovation Cloud Serverless 225

Dynatrace

DECEMBER 21, 2022

Cloud modernization is the ongoing process of taking legacy applications and updating their features, architecture, or infrastructure to ensure they’re optimized for operating in cloud environments. . These individuals design and architect the next generation of cloud strategies. But what is cloud modernization? .

Cloud 147

Cloud Architecture Strategy Scalability 147

Smashing Magazine

OCTOBER 15, 2021

Tips And Tricks For Evaluating UX/UI Designers. Tips And Tricks For Evaluating UX/UI Designers. When a company’s digital representation lacks a dedicated UX/UI design team, it can be hard to produce something that stands out from the crowd. That’s why you need a good UI/UX designer. Nataliya Sambir. And vice versa.

Design 113

Design Website Efficiency Games 113

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

APRIL 5, 2024

Next, a pragmatic approach involves examining the backend, focusing on Service type entities prominently exposed to the frontend (for example, Apache Tomcat in a Linux environment). In today’s landscape, we lack a clear understanding of properly creating frontend SLOs (for example, RUM application type entities) based on key user actions.

Efficiency 225

Efficiency Traffic Tuning Metrics 225

Dynatrace

MAY 26, 2021

In the keynote by Christina Yakomin and Steve Prazenica from Vanguard, the presenters recounted their journey from a monolith with alert-based incident reporting and no positive health signals to an observable microservice architecture. OTel is designed to ensure flexibility and stability. So, the design of OTel allows for flexibility.

AWS 212

AWS Strategy Storage Metrics 212

Testlodge

JULY 3, 2019

SOA or Service Oriented Architecture is a software development framework employed for building a business application by using a number of small independent services. For example, a payment service is used for online payments, and an authentication service is used for securely logging users into their application. The SOA Principle.

Architecture 66

Architecture Testing Testing Tools Performance Testing 66

Strategic Tech

JANUARY 9, 2024

Problem, Strategy, and Solution Spaces To gain clarity on the terminology, it’s helpful to describe the various activities involved in building a product, which can then be grouped into buckets like problem and solution space or something else. Not all of the work we do addresses a problem that people have. But I hope you find it useful.

Development 98

Development Strategy Software Software 98

Dynatrace

JUNE 13, 2022

Open source code, for example, has generated new threat vectors for attackers to exploit. To combat these challenges, organizations need an IT culture that addresses security resilience from the outset—also known as security by design —which, in turn, supports business resilience. DevSecOps: Security by design.

Open Source 221

Open Source DevOps Java Innovation 221

Strategic Tech

MAY 24, 2019

Over the past few years I have focused much of my learning and work choices around learning about the design of sociotechnical systems?—?how how to design software architectures and organise teams around them. As part of good design, we should consider the effects of changing all of these variables.

Design 45

Design Software Architecture Strategy Technology 45

Dynatrace

MAY 26, 2021

In the keynote by Christina Yakomin and Steve Prazenica from Vanguard, the presenters recounted their journey from a monolith with alert-based incident reporting and no positive health signals to an observable microservice architecture. OTel is designed to ensure flexibility and stability. So, the design of OTel allows for flexibility.

AWS 147

AWS Strategy Storage Metrics 147

The Netflix TechBlog

NOVEMBER 14, 2023

In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! Let’s walk through an example to understand the complexity of this pre-Psyberg world. In this context, managing the data, especially when it arrives late, can present a substantial challenge!

Data Engineering 264

Data Engineering Engineering Processing Games 264

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Discover key insights and strategic advice in our article, designed to steer you toward the best cloud solution that fits your company’s priorities. What is Hybrid Cloud?

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

Dynatrace

SEPTEMBER 30, 2021

A cloud migration strategy, however, provides technical optimization that’s also firmly rooted in the business value chain. Migrating to the cloud is a strategy many organizations pursue to streamline and consolidate their security efforts. For example, as traffic increases, costs will too. Read eBook now!

Cloud 165

Cloud Traffic Best Practices Strategy 165

Strategic Tech

JULY 22, 2019

In Domain-Driven Design, a large system is decomposed into bounded contexts , which become natural boundaries in code as microservices and as teams in the organisation. The Bounded Context Design Canvas I designed this canvas based on the typical flow of strategic DDD workshops I run publicly and privately.

Design 76

Design Systems Strategy Processing 76

Dynatrace

JANUARY 23, 2024

For example, high-quality data and predictive AI enable causal AI to provide precise, continuous, and actionable insights in real time. Why growing AI adoption requires an AI observability strategy – blog While AI adoption brings operational efficiency and innovation for organizations, it also introduces the potential for runaway AI costs.

Performance 186

Performance DevOps Innovation Artificial Intelligence 186

Strategic Tech

SEPTEMBER 18, 2021

Another hurdle to decision making is when technology leaders feel that the skills needed to deliver big changes don’t exist within the organization like the lack of DDD, architecture, or cloud skills. Here’s one example of a domain evolution which was a good fit for a DDD Exemplar. It’s also possible to exchange complexity.

Strategy 97

Strategy Technology Technology Design 97

Scalegrid

JANUARY 5, 2024

This article cuts through the complexity to showcase the tangible benefits of DBMS, equipping you with the knowledge to make informed decisions about your data management strategies. It comprises a collection of interrelated data and a set of software tools that aid in the access, processing, and management of data.

Efficiency 147

Efficiency Storage Database Scalability 147

The Netflix TechBlog

SEPTEMBER 8, 2020

Over the course of this post, we will talk about our approach to this migration, the strategies that we employed, and the tools we built to support this. For example, the artwork service is separate from the video metadata service, but we need the data from both in the detail key. It was a Node.js The context around why the Node.js

Latency 233

Latency Cache Java Traffic 233

Testlodge

MARCH 15, 2023

Internal structure may include code, architecture, integrations, and data flows of a system. For example, imagine finding a conflict in a work item’s requirements and acceptance criteria. Integration testing assesses components against each other which often requires an understanding of the system’s architecture.

Testing 83

Testing Testing Tools Java Programming 83

Adrian Cockcroft

NOVEMBER 26, 2023

The Pantheon in Rome — Extremely sustainable architecture — photo by Adrian I wrote a medium post after AWS re:Invent 2022 summarizing the (lack of) news and all the talks related to Sustainability. Explore an implementation of this architecture with PVH, the parent company of Tommy Hilfiger and Calvin Klein.

AWS 52

AWS Energy IoT Best Practices 52

The Netflix TechBlog

JUNE 4, 2019

Because microprocessors are so fast, computer architecture design has evolved towards adding various levels of caching between compute units and the main memory, in order to hide the latency of bringing the bits to the brains. As an illustrative example, let’s consider a toy instance of 16 hyperthreads.

Cache 251

Cache Latency Airlines Logistics 251

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. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Metrics Logistics Strategy 98

Dynatrace

APRIL 5, 2021

This is where Lambda comes in: Developers can deploy programs with no concern for the underlying hardware, connecting to services in the broader ecosystem, creating APIs, preparing data, or sending push notifications directly in the cloud, to list just a few examples. Some common examples include: A request through API Gateway or Amplify.

Lambda 180

Lambda AWS Serverless Hardware 180

Strategic Tech

JANUARY 22, 2022

Due to the way our calendars played out, it was me who initially began designing the two workshops. I was very keen to get feedback on the design, so as soon as Dan was available we went through my workshop draft. I asked Dan how he would have designed the workshop, and that sparked a conversation about consulting vs facilitation.

Strategy 52

Strategy Design Engineering Architecture 52

Rigor

JANUARY 13, 2020

Take, for example, The Web Almanac , the golden collection of Big Data combined with the collective intelligence from most of the authors listed below, brilliantly spearheaded by Google’s @rick_viscomi. Information Architecture. Designing for Performance. High Performance Responsive Design. Using Webpagetest.

Performance 75

Performance Social Media Website Website Performance 75

Testlodge

APRIL 14, 2021

A software tester’s work life includes making sure that systems that have been designed to achieve specific results behave exactly as they should. Configuration testing is performed on a system that is consecutively set up using various combinations of configured hardware and software designed to deliver a specific functionality.

Testing 89

Testing Hardware Virtualization Operating System 89

Strategic Tech

JANUARY 19, 2020

Developers who follow a Domain-Driven Design approach, however, have a counter-balance. Using this visualisation, we can go further and identify patterns which will guide our technology strategy and software development investments in the present and the future. An example of a commoditised core is a search engine.

Open Source 87

Open Source Games Innovation Strategy 87

Smashing Magazine

NOVEMBER 2, 2021

Application leaders for digital commerce technologies must plan for PWAs when designing digital commerce experiences”. Meet Adam Silver’s Form Design Patterns , a practical guide to designing and building forms for the web. Below is an example of the Netatmo PWA. The Design Gives Ground For Utmost Usability.

Code 74

Code Cache Retail Mobile 74