A Separation of Concerns: Clean Architecture on AndroidOutware Mobile
Presented at YOW! Connected 2015 by Kamal Kamal Mohamed & Ryan Hodgman
As an Android developer, I want to deliver features without making compromises on code quality.
Scenario 1 - Given I am dealing with 1000+ line activities, When I have to develop a complicated feature, Then I waste time orienting myself and fixing bugs.
Scenario 2 - Given I have integrated a backend API directly into my app logic, When that API changes, Then I have to refactor large segments of unrelated logic in order to utilise the new API.
Scenario 3 - Given I have cleanly architected my application, When business/presentation/backend logic changes, Then I can easily update the relevant code without breaking unrelated features!
In this talk, two Android developers will present their take on what a cleanly architected app looks like and why it makes our lives easier. A well-defined separation of concerns has benefits not just for our sanity as developers, but also for the project workflow as it allows multiple developers to collaborate on a single feature with ease. We will be exploring how the domain-driven approach can improve code clarity, allow you to easily write tests, and provide a scalable infrastructure for you to quickly iterate on. Join us on our path of discovery as we discuss the advantages, drawbacks and implementation specifics in the context of a small sample project.
Acrhitecture deisign pattern_MVC_MVP_MVVMDong-Ho Lee
Look over MVC, MVP, MVVM pattern in android.
and introduce android data binding library.
You can follow this with simple project.
https://github.com/withleedh/patternChat
References
https://realm.io/kr/news/eric-maxwell-mvc-mvp-and-mvvm-on-android/
Micro Frontends Architecture is micro service approach for Frontend development. Micro Frontends thinks web-app as a composition of features which are owned by independent teams. Each team has a distinct area of business or mission it cares about and specialises in it. A team is cross functional and develops its features end-to-end, from database to user interface and take care of CI/CD. Micro service architechure is well know concept for backend point of view but In frontend we need to follow diffrent type of design pattern to achieve this.
Key Take away:
1. Learn about Micro Frontend
2. How to practically use them
3. Key challenges
A Separation of Concerns: Clean Architecture on AndroidOutware Mobile
Presented at YOW! Connected 2015 by Kamal Kamal Mohamed & Ryan Hodgman
As an Android developer, I want to deliver features without making compromises on code quality.
Scenario 1 - Given I am dealing with 1000+ line activities, When I have to develop a complicated feature, Then I waste time orienting myself and fixing bugs.
Scenario 2 - Given I have integrated a backend API directly into my app logic, When that API changes, Then I have to refactor large segments of unrelated logic in order to utilise the new API.
Scenario 3 - Given I have cleanly architected my application, When business/presentation/backend logic changes, Then I can easily update the relevant code without breaking unrelated features!
In this talk, two Android developers will present their take on what a cleanly architected app looks like and why it makes our lives easier. A well-defined separation of concerns has benefits not just for our sanity as developers, but also for the project workflow as it allows multiple developers to collaborate on a single feature with ease. We will be exploring how the domain-driven approach can improve code clarity, allow you to easily write tests, and provide a scalable infrastructure for you to quickly iterate on. Join us on our path of discovery as we discuss the advantages, drawbacks and implementation specifics in the context of a small sample project.
Acrhitecture deisign pattern_MVC_MVP_MVVMDong-Ho Lee
Look over MVC, MVP, MVVM pattern in android.
and introduce android data binding library.
You can follow this with simple project.
https://github.com/withleedh/patternChat
References
https://realm.io/kr/news/eric-maxwell-mvc-mvp-and-mvvm-on-android/
Micro Frontends Architecture is micro service approach for Frontend development. Micro Frontends thinks web-app as a composition of features which are owned by independent teams. Each team has a distinct area of business or mission it cares about and specialises in it. A team is cross functional and develops its features end-to-end, from database to user interface and take care of CI/CD. Micro service architechure is well know concept for backend point of view but In frontend we need to follow diffrent type of design pattern to achieve this.
Key Take away:
1. Learn about Micro Frontend
2. How to practically use them
3. Key challenges
«Управление логикой переходов между экранами приложения с помощью координатор...Mail.ru Group
Андрей рассказал о том, как в проектах ActiDealer и ActiAgent его команда столкнулась с проблемой часто изменяющегося flow переходов между экранами (регистрация, публикация объявления, применение vas-услуг). Для решения проблемы воспользовались подходом, который называется Application Coordinator. Это позволило легко заново использовать контроллеры и менять различные flow в приложении. В докладе речь шла о паттерне ApplicationController (aka Coordinator), способах его интеграции в существующие архитектурные подходы (MVC, MVVM), а также был рассмотрен пример реализации.
Over the last year there has been a lot of buzz about Clean Architecture in the Android community, but what is Clean Architecture? How does it work? And should I be using it? Recently at Badoo we decided to rewrite our messenger component.
Over the years this core piece of functionality in our app has become large and unwieldy. We wanted to take a fresh approach to try and prevent this from happening again. We choose to use Clean Architecture to achieve our goal. This talk intends to share our journey from theory to implementation in an application with over 100 million downloads. By the end, you should not only understand what Clean Architecture is, but how to implement it, and whether you should.
Strategic Domain-Driven Design by Nick Tune at #AgileIndia2019Agile India
f you’re a software developer or architect who wants to play a more influential role in ensuring your software systems are optimised to support business goals, then you need to learn about the benefits and techniques of modern strategic domain-driven design.
Many people think that DDD is about software design patterns, but that’s only a small part, and the least important part of DDD. In fact, Eric Evans wishes he’d focused more on the strategic aspects of DDD in his famous book (Domain-Driven Design: Tackling Complexity in the Heart of Software) and pushed the tactical coding patterns to the back!
Strategic domain-driven design is about truly understanding the business domain. It involves collaboratively modelling business processes using advanced modelling techniques, like Event Storming and Domain Storytelling, with domain experts on an ongoing basis.
One of the core outcomes of strategic DDD is identifying cohesive modules, known as bounded context. Bounded contexts help you to create a maintainable, comprehensible codebase by isolating dependencies and delineating concepts that reference different classes of business value.
In this talk, you’ll see many of the most effective bounded context design heuristics, recurring patterns in the wild, and you’ll learn how to facilitate those vital modelling sessions so you can lead the adoption of strategic DDD in your organisation.
More details:
https://confengine.com/agile-india-2019/proposal/8100/strategic-domain-driven-design
Conference link: https://2019.agileindia.org
Alexandra, Matthias, and Prasanna have been working on a project with micro frontend architecture for the past year.
This project involves 4 teams distributed over two countries - Germany and India, each of the teams delivering one or several micro frontends that are consolidated into one product in the browser. This talk is based on our practical insights into micro frontends using React and Redux. We will discuss the differences between this technique and micro-services, our approaches to solving the common issues, the advantages it offers and the challenges it brings.
Explain Domain-Driven Design, its main concepts and tools, and the Event Storming practice to highlight the importance of a good design and empower a team to start using it progressively.
Introducing Android Architecture
If you would like to view the related sample codes, you can refer to link below:
https://github.com/ZahraHeydari/ArtGallery
There's another talk about Clean Architecture, SOLID, and our approach at InfoJobs. If you need the slides, don't hesitate to fork https://github.com/schibsted-android-training/workshop-5
Throughout the years, the Concentric Architectures (Onion, Hexagonal, Clean-..) have grown into the undisputed leader among backend systems architectures. With the rise of Domain-Driven Design, keeping your Domain ring 'agnostic' to the outside world has become the norm today. But history proved that any 'norm' in software architectures will cause overengineering if applied without criticism.
After a brief recap of these architectures, their pitfalls, and weaknesses, we'll see two alternatives that segregate code not in 'layers' or 'rings' but in vertical slices: Feature Slicing and Modular Monolith.
[Feature Slicing](vertical Slice Architecture) (aka *UseCase) has its own pitfalls and weaknesses, that we'll briefly review. But this will just warm us up for the next style.
Modular Monolith (aka Modulith) is an architecture style that helped many companies break their legacy codebases, and smoothly move to microservices. Most of the techniques discussed here can also come handy when one single microservice grew big and needs to be broken down.
Even more, greenfield projects today opt for this architecture instead of microservices, to avoid paying the high cost of distributability. Imagine cohesive but decoupled modules living in the same code base & deployment, but on which different teams work in harmony, delivering more value much faster than an equivalent microservice ecosystem.🦄
On the agenda:
- patterns to break data structures
- how to protect Domains inside modules
- communication patterns between modules
- breaking cyclic dependencies
OutSystems Front End Specialization - Study Help DeckFábio Godinho
OutSystems Front End Specialization - Study Help Deck
Material gathered from OutSystems Guided Path videos, OutSystems Community Forum and public sites that will help obtain the OutSystems Front-end Developer Specialist certification.
A micro frontend architecture is an approach to developing web applications as a composition of small frontend apps. Instead of writing a large monolith frontend application, the application can be broken down into domain-specific micro frontends, which are self-contained and can be developed and deployed independently. Each micro frontend can be owned by verticalised domain specific teams. Micro frontends do have advantages and disadvantages and they are not suitable in many cases. When micro frontends is a potential solution, make sure to use a domain driven top-down approach, with no big design upfronts. Keep it simple!
Frontend Developer Love Amsterdam - 30 January 2018
Android Clean Architecture for DummiesKengo Suzuki
Brief tutorial of implementing very primitive app(single list view) using Android Clean Architecture. It won't describe what and why, but rather, how to use it.
We like the architecture of our applications to revolve around the business logic, not around technical details (and especially not around the database).
In my team at Sky Network Services we use the Clean Architecture and it has given us a great deal of benefits: the business logic is explicit, we are free to change our technical decisions, the app is easy to test, working on it is faster and scalable, it’s hard to do the wrong thing, and many more.
But it comes at a cost, of course. In this talk I’ll tell you the story of our experience with Clean Architecture and give you some tips to get the most out of it.
Example Project
https://github.com/mattia-battiston/clean-architecture-example
Downloads
Online: https://goo.gl/DTxftJ
PDF: https://goo.gl/ZAtdBN
Powerpoint: https://goo.gl/D54wdZ (but you need to install these fonts to see it properly: https://goo.gl/iH8SO5)
«Управление логикой переходов между экранами приложения с помощью координатор...Mail.ru Group
Андрей рассказал о том, как в проектах ActiDealer и ActiAgent его команда столкнулась с проблемой часто изменяющегося flow переходов между экранами (регистрация, публикация объявления, применение vas-услуг). Для решения проблемы воспользовались подходом, который называется Application Coordinator. Это позволило легко заново использовать контроллеры и менять различные flow в приложении. В докладе речь шла о паттерне ApplicationController (aka Coordinator), способах его интеграции в существующие архитектурные подходы (MVC, MVVM), а также был рассмотрен пример реализации.
Over the last year there has been a lot of buzz about Clean Architecture in the Android community, but what is Clean Architecture? How does it work? And should I be using it? Recently at Badoo we decided to rewrite our messenger component.
Over the years this core piece of functionality in our app has become large and unwieldy. We wanted to take a fresh approach to try and prevent this from happening again. We choose to use Clean Architecture to achieve our goal. This talk intends to share our journey from theory to implementation in an application with over 100 million downloads. By the end, you should not only understand what Clean Architecture is, but how to implement it, and whether you should.
Strategic Domain-Driven Design by Nick Tune at #AgileIndia2019Agile India
f you’re a software developer or architect who wants to play a more influential role in ensuring your software systems are optimised to support business goals, then you need to learn about the benefits and techniques of modern strategic domain-driven design.
Many people think that DDD is about software design patterns, but that’s only a small part, and the least important part of DDD. In fact, Eric Evans wishes he’d focused more on the strategic aspects of DDD in his famous book (Domain-Driven Design: Tackling Complexity in the Heart of Software) and pushed the tactical coding patterns to the back!
Strategic domain-driven design is about truly understanding the business domain. It involves collaboratively modelling business processes using advanced modelling techniques, like Event Storming and Domain Storytelling, with domain experts on an ongoing basis.
One of the core outcomes of strategic DDD is identifying cohesive modules, known as bounded context. Bounded contexts help you to create a maintainable, comprehensible codebase by isolating dependencies and delineating concepts that reference different classes of business value.
In this talk, you’ll see many of the most effective bounded context design heuristics, recurring patterns in the wild, and you’ll learn how to facilitate those vital modelling sessions so you can lead the adoption of strategic DDD in your organisation.
More details:
https://confengine.com/agile-india-2019/proposal/8100/strategic-domain-driven-design
Conference link: https://2019.agileindia.org
Alexandra, Matthias, and Prasanna have been working on a project with micro frontend architecture for the past year.
This project involves 4 teams distributed over two countries - Germany and India, each of the teams delivering one or several micro frontends that are consolidated into one product in the browser. This talk is based on our practical insights into micro frontends using React and Redux. We will discuss the differences between this technique and micro-services, our approaches to solving the common issues, the advantages it offers and the challenges it brings.
Explain Domain-Driven Design, its main concepts and tools, and the Event Storming practice to highlight the importance of a good design and empower a team to start using it progressively.
Introducing Android Architecture
If you would like to view the related sample codes, you can refer to link below:
https://github.com/ZahraHeydari/ArtGallery
There's another talk about Clean Architecture, SOLID, and our approach at InfoJobs. If you need the slides, don't hesitate to fork https://github.com/schibsted-android-training/workshop-5
Throughout the years, the Concentric Architectures (Onion, Hexagonal, Clean-..) have grown into the undisputed leader among backend systems architectures. With the rise of Domain-Driven Design, keeping your Domain ring 'agnostic' to the outside world has become the norm today. But history proved that any 'norm' in software architectures will cause overengineering if applied without criticism.
After a brief recap of these architectures, their pitfalls, and weaknesses, we'll see two alternatives that segregate code not in 'layers' or 'rings' but in vertical slices: Feature Slicing and Modular Monolith.
[Feature Slicing](vertical Slice Architecture) (aka *UseCase) has its own pitfalls and weaknesses, that we'll briefly review. But this will just warm us up for the next style.
Modular Monolith (aka Modulith) is an architecture style that helped many companies break their legacy codebases, and smoothly move to microservices. Most of the techniques discussed here can also come handy when one single microservice grew big and needs to be broken down.
Even more, greenfield projects today opt for this architecture instead of microservices, to avoid paying the high cost of distributability. Imagine cohesive but decoupled modules living in the same code base & deployment, but on which different teams work in harmony, delivering more value much faster than an equivalent microservice ecosystem.🦄
On the agenda:
- patterns to break data structures
- how to protect Domains inside modules
- communication patterns between modules
- breaking cyclic dependencies
OutSystems Front End Specialization - Study Help DeckFábio Godinho
OutSystems Front End Specialization - Study Help Deck
Material gathered from OutSystems Guided Path videos, OutSystems Community Forum and public sites that will help obtain the OutSystems Front-end Developer Specialist certification.
A micro frontend architecture is an approach to developing web applications as a composition of small frontend apps. Instead of writing a large monolith frontend application, the application can be broken down into domain-specific micro frontends, which are self-contained and can be developed and deployed independently. Each micro frontend can be owned by verticalised domain specific teams. Micro frontends do have advantages and disadvantages and they are not suitable in many cases. When micro frontends is a potential solution, make sure to use a domain driven top-down approach, with no big design upfronts. Keep it simple!
Frontend Developer Love Amsterdam - 30 January 2018
Android Clean Architecture for DummiesKengo Suzuki
Brief tutorial of implementing very primitive app(single list view) using Android Clean Architecture. It won't describe what and why, but rather, how to use it.
We like the architecture of our applications to revolve around the business logic, not around technical details (and especially not around the database).
In my team at Sky Network Services we use the Clean Architecture and it has given us a great deal of benefits: the business logic is explicit, we are free to change our technical decisions, the app is easy to test, working on it is faster and scalable, it’s hard to do the wrong thing, and many more.
But it comes at a cost, of course. In this talk I’ll tell you the story of our experience with Clean Architecture and give you some tips to get the most out of it.
Example Project
https://github.com/mattia-battiston/clean-architecture-example
Downloads
Online: https://goo.gl/DTxftJ
PDF: https://goo.gl/ZAtdBN
Powerpoint: https://goo.gl/D54wdZ (but you need to install these fonts to see it properly: https://goo.gl/iH8SO5)
Explanation of Android MVP Architecture Pattern. This slide deck is used to explain the principles behind the pattern. It has a companion github repository which helps demonstrate the pattern.
https://github.com/jpotts18/android-mvp
Charla sobre crear un cliente de un api rest en android. En ella hablamos de como afrontar el desarrollo, que herramientas usr y que arquitectura de software se adapta mejor.
Our poster at @britishHCI2015 on Designing a participatory sensing game with children with our game & device called UKKO which collects air quality data with an inspired Tamagotchi game.
http://dl.acm.org/citation.cfm?doid=2783446.2783602
The 3h workshop version of the 3d Advanced Architectures training (http://canonicalexamples.com/courses_android/#androidArch). I have delivered this one or the iOS counterpart in more than 20 cities of Europe and America. This is the latest version that shared in Minsk.
This webinar by Endeavour's Technology Consulting group provides insights on Enterprise Security & android platform.
Data and transaction security has become of paramount importance with increase in mobile application usage in enterprises. The challenges of the security issues faced have become a top priority in every enterprise. Businesses and IT departments are experiencing employees opting for Android phones as corporate communication tools over other Smartphone as they offer powerful apps and innovative hardware specs.
Viktor Turskyi "Effective NodeJS Application Development"Fwdays
For 15 years in development, I managed to take part in the creation of a large number of various projects. I have already made a number of talks on the working architecture of Web applications, but this is only part of the efficient development puzzle. We will consider the whole process from the start of the project to its launch in production. I’ll tell you how we approach the ideas of the “12 Factor App”, how we use the docker, discuss environment deployment issues, security issues, testing issues, discuss the nuances of SDLC and much more.
Shai Raiten's talk at the SELA Developer Practice (May 2013) about Advanced Coded UI using Visual Studio 2012. This presentation explain how to work with multiple UI maps, how to use various types of data sources, how to use LINQ and Reflection for project refactoring, and how to create and use logs and traces.
Clean Architecture on Android - a modern approach to medium to large-sized apps.
The talk was done by:
Manuel Sala de Borja Robles - https://www.linkedin.com/in/manuel-sala-de-borja-robles-50295130/
Lennart Bartelt - https://www.linkedin.com/in/lennart-bartelt/
Grigori Hlopkov - https://www.linkedin.com/in/grigorihlopkov/
Clean architecture has increased its popularity for Android in the last years. Three developers from Netlight built a sample app using Kotlin, Coroutines, Koin, Architecture Components, and Retrofit to showcase how a project is structured and how different parts of the codebase interact with each other.
These are some of the insights they want to share:
- What is it about?
- Why is it worth a look?
- How can we use it on an Android project?
- What benefits does it bring?
Link to sample app: https://github.com/netlight/android_cleanarchitecturesample
In this presentation, latest results of our research activity in the ESCEL Comp4Drones project is presented. The application of S3D to the modeling and performance analysis of drone-based services is described
AngularJS 1.x - your first application (problems and solutions)Igor Talevski
We will talk about all aspects of building a single page application with AngularJS, and we will discuss real examples from day-to-day work. We will also cover a large amount of theory about general web development, best practices, and today's client demands. We will focus on three (3) main points: architecture, security, and real time notification.
Minął rok od prezentacji natywnego wsparcia podejścia MVVM na Google I/O. Przez ostatni rok mieliśmy okazję wykorzystywać to z wykorzystaniem Kotlina, oraz wypracować kilka uniwersalnych rozwiązań dla bolączek, z którymi boryka się Android. Pokażemy jak poradziliśmy sobie z runtime permissions, screen rotation oraz przechowywaniem stanu aplikacji bez użycia OnSaveInstanceState. Wszystko, aby móc pisać logikę biznesową odseparowaną od uwarunkowań systemu.
Autorzy: Michał Zawalich, Łukasz Roszak
Kod przykładowy do prezentacji: http://github.com/lrs-bls/mvvm-skeleton
Prezentacja wyjaśnia różnice pomiędzy wzorcami MVVM oraz MVC w kontekście iOS'a. Znajduje się w niej analiza dwóch prostych aplikacji: jedna korzysta ze wzorca MVVM, druga MVC
Core Location in details - presented by Piotr Tobolski on meet.mobile Lublin/Poland in May 2015. But the main part of the presentation was based on the demo app for testing CoreLocation framework - available at https://github.com/piotr-tobolski/CoreLocationDemo
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
10. 10
Our goal(s)
● Architecture focused on use cases and main
system function
● Clear use cases first!
● Easy to maintain
● Fast to test
● Easy to test
● Very cohesive
● Decoupled
17. 17
Use Cases
Use Cases orchestrate the flow of data to and
from the entities.
They are also called Interactors.
18. 18
Interface Adapters
This set of adapters convert data from the format
most convenient for the use cases and entities.
Presenters and Controllers belong here.
28. 28
Entities Layer
● Basic java object
● No frameworks
● Test for business objects
● No mocks and stubs
Domain/Business
Layer
Entities Layer
Interactors
Boundaries
29. 29
Presentation Layer
● Logic related to UI (view and animation)
● Logic related to Activity and application lifecycle
● Fragments and Activities are only views!
● Design: MVP/MVC/MVVM pattern
● Strongly connected with Android SDK
38. 38
65K
Unable to execute dex: method ID not in [0, 0xffff]: 65536
Conversion to Dalvik format failed: Unable to execute dex: method ID
not in [0, 0xffff]: 65536
39. 39
How to solve it
● Find reason
– dex-method-counts
● jarjar
● Shrinking libs via Proguard
● Multidex
