Visual Recognition with Anki Cozmo and TensorFlowNiklas Heidloff
Visual Recognition with Anki Cozmo and TensorFlow - Deployed on IBM Cloud viaKubernetes and Apache OpenWhisk
https://github.com/nheidloff/visual-recognition-for-cozmo-with-tensorflow
http://heidloff.net/article/visual-recognition-for-cozmo-with-tensorflow
https://twitter.com/nheidloff
https://github.com/anki/cozmo-python-sdk
https://codelabs.developers.google.com/codelabs/tensorflow-for-poets
https://www.ibm.com/cloud
https://openwhisk.apache.org
When to use Serverless? When to use Kubernetes?Niklas Heidloff
Slides of a session that I have given/will give at various developer conferences in H1 2018.
Niklas Heidloff
http://twitter.com/nheidloff
http://heidloff.net
Summary Article
http://heidloff.net/article/when-to-use-serverless-kubernetes
OpenWhisk
https://openwhisk.apache.org
https://github.com/ibm-functions/composer
https://github.com/nheidloff/openwhisk-debug-nodejs
Kubernetes
https://kubernetes.io
https://istio.io
IBM Cloud
http://ibm.biz/nheidloff
Abstract
There is a lot of debate whether to use Serverless or Kubernetes to build cloud-native apps. Both have their advantages and unique capabilities which developers should take into consideration when planning new projects. We will throw some light on the topics ease of use, maturity, types of scenarios, developer productivity and debugging, supported languages, DevOps and monitoring, performance, community and pricing. Cloud-native architectures shift the complexity from within an application to orchestrations of Microservices. Both Kubernetes and Serverless have their strengths which we will discuss. Besides the core development topics, developers should also understand operational aspects how complicated it is to maintain your own systems versus using managed platforms.
How to write your own Slack Chatbots in Javascript
Through conversational experiences people can interact with applications easier than ever before. For developers this means they have to understand how to build these natural user interfaces in addition to browser interfaces and mobile apps. In this session we will demonstrate live how to develop a chatbot for Slack. Via Node.js and the open source project botkit we’ll connect to Slack’s websocket API. In order to define the conversation flow we’ll leverage intents, entities and dialogs from IBM Watson’s Conversation service.
https://github.com/nheidloff/slack-watson-bot
https://berlin2017.codemotionworld.com/talk-detail/?detail=6962
https://twitter.com/CodemoBerlin/status/917661008537235461
Jakarta Tech Talk: How to develop your first cloud-native Application with JavaNiklas Heidloff
Slides used in this webinar: https://www.meetup.com/jakartatechtalks_/events/262259197/
Webinar recording: https://youtu.be/kp6tm8gdjTc?t=77
Cloud Native Starter for Java EE based Microservices on Kubernetes and Istio
Code: https://github.com/ibm/cloud-native-starter
Documentation: https://github.com/ibm/cloud-native-starter#documentation
PayPal's History of Microservices ArchitecturePostman
PayPal has evolved from using a monolithic architecture to a microservices-oriented architecture in order to scale the rapidly growing company. In this talk, We will take a look at how PayPal was architected in the past, some of the issues that we ran into with a monolithic architecture, and how PayPal evolved over time to create a more robust and scalable approach to service deployment by leveraging Postman and implementing a microservices architecture.
Visual Recognition with Anki Cozmo and TensorFlowNiklas Heidloff
Visual Recognition with Anki Cozmo and TensorFlow - Deployed on IBM Cloud viaKubernetes and Apache OpenWhisk
https://github.com/nheidloff/visual-recognition-for-cozmo-with-tensorflow
http://heidloff.net/article/visual-recognition-for-cozmo-with-tensorflow
https://twitter.com/nheidloff
https://github.com/anki/cozmo-python-sdk
https://codelabs.developers.google.com/codelabs/tensorflow-for-poets
https://www.ibm.com/cloud
https://openwhisk.apache.org
When to use Serverless? When to use Kubernetes?Niklas Heidloff
Slides of a session that I have given/will give at various developer conferences in H1 2018.
Niklas Heidloff
http://twitter.com/nheidloff
http://heidloff.net
Summary Article
http://heidloff.net/article/when-to-use-serverless-kubernetes
OpenWhisk
https://openwhisk.apache.org
https://github.com/ibm-functions/composer
https://github.com/nheidloff/openwhisk-debug-nodejs
Kubernetes
https://kubernetes.io
https://istio.io
IBM Cloud
http://ibm.biz/nheidloff
Abstract
There is a lot of debate whether to use Serverless or Kubernetes to build cloud-native apps. Both have their advantages and unique capabilities which developers should take into consideration when planning new projects. We will throw some light on the topics ease of use, maturity, types of scenarios, developer productivity and debugging, supported languages, DevOps and monitoring, performance, community and pricing. Cloud-native architectures shift the complexity from within an application to orchestrations of Microservices. Both Kubernetes and Serverless have their strengths which we will discuss. Besides the core development topics, developers should also understand operational aspects how complicated it is to maintain your own systems versus using managed platforms.
How to write your own Slack Chatbots in Javascript
Through conversational experiences people can interact with applications easier than ever before. For developers this means they have to understand how to build these natural user interfaces in addition to browser interfaces and mobile apps. In this session we will demonstrate live how to develop a chatbot for Slack. Via Node.js and the open source project botkit we’ll connect to Slack’s websocket API. In order to define the conversation flow we’ll leverage intents, entities and dialogs from IBM Watson’s Conversation service.
https://github.com/nheidloff/slack-watson-bot
https://berlin2017.codemotionworld.com/talk-detail/?detail=6962
https://twitter.com/CodemoBerlin/status/917661008537235461
Jakarta Tech Talk: How to develop your first cloud-native Application with JavaNiklas Heidloff
Slides used in this webinar: https://www.meetup.com/jakartatechtalks_/events/262259197/
Webinar recording: https://youtu.be/kp6tm8gdjTc?t=77
Cloud Native Starter for Java EE based Microservices on Kubernetes and Istio
Code: https://github.com/ibm/cloud-native-starter
Documentation: https://github.com/ibm/cloud-native-starter#documentation
PayPal's History of Microservices ArchitecturePostman
PayPal has evolved from using a monolithic architecture to a microservices-oriented architecture in order to scale the rapidly growing company. In this talk, We will take a look at how PayPal was architected in the past, some of the issues that we ran into with a monolithic architecture, and how PayPal evolved over time to create a more robust and scalable approach to service deployment by leveraging Postman and implementing a microservices architecture.
Swift is a robust language for mobile but cloud development opens the door to new opportunities for today's top app developers. Integrating projects to backend systems can sometimes be problematic, requiring new tools and skills. It doesn't have to be; end-to-end Swift opens the door to radically simpler app dev so we can all focus on the engagement. This session will describe the work that's been done to bring Swift to the server, both in terms of efforts in the Swift.org projects, and with implementation of server frameworks, and show you how you can quickly create and deploy applications with both server and client components.
Presented by Chris Bailey at the Swift Summit, Nov 7th 2016
Harnessing the power of aws using dot netDror Helper
In the past AWS and C# seemed to belong to two different eco-systems. One was a leading cloud platform while the other a widely used, powerful programming platform.
Does it mean that a developer that needs to provide a solution in the cloud must choose between the two? Not anymore.
In this talk, I will show how to write C# code that runs in a dockerized container in the cloud or as an AWS Lambda and harness, the popular AWS services.
Swift has gone from being a closed project at Apple to an open-source language the community can help shape and evolve on many development platforms. With the support of the wider community, the evolution of Swift is looking very positive as users get ideas from a wide range of technical perspectives.
Presented by Karl Weinmeister at the Swift Summit, Nov 7th 2016
.NET MAUI with .NET 6 (December 2021, Preview 10)Alex Pshul
.NET Multi-platform App UI (.NET MAUI) is a cross-platform framework for creating native mobile and desktop apps with C# and XAML. Using .NET MAUI, you can develop apps that can run on Android, iOS, iPadOS, macOS, and Windows from a single shared codebase. .NET MAUI is the best way to build cross platform mobile and desktop apps with .NET and C#.
Join me to an all-hands-on session and get a first look of .NET MAUI in .NET 6 and learn how you can start using it today.
Continuous Integration & Development with GitlabAyush Sharma
GitLab CI is a part of GitLab, a web application with an API that stores its state in a database. It manages projects/builds and provides a nice user interface, besides all the features of GitLab. GitLab Runner is an application which processes builds.
Emulators as an Emerging Best Practice for API providersPostman
"Modern applications are highly distributed. We face challenges related to the use of internal and external APIs and how to build APIs with agility in the face of software that can evolve and change at any time. The API industry proposes two common strategies to circumvent these challenges: API Mocking and Service Virtualization. Both have pros and cons.
At Cisco, we came up with the idea of API emulators has a third strategy to handle the challenges we were facing. As a result of our work, we published a reference implementation for Webex ChatBots.
In this talk, we'll explain the motivation behind API emulators in the perspective of DevOps, CI/CD, Software Development, and serverless/microservices architectures. I will elaborate on the idea of integrating emulators as part of an overall API strategy, dive into the process of building such emulators, and validating them with Postman."
Developing multi-platform microservices using .NET coreDror Helper
In the past, C# developers’ could only look in envy as the world moved to container based micro services and cloud deployment – until now.
With the new ASP.NET Core a C# developer can write REST based microservices using the latest and greatest Visual Studio and deploy them in a different OS - or the cloud using Docker, quickly and effortlessly.
NativeScript - Open source framework for building truly native mobile apps wi...Dan Wilson
NativeScript is an open source framework for no-compromise mobile applications. Use web skills — Angular, TypeScript or JavaScript and get native UI and performance on iOS and AndroNativeScript - Open source framework for building truly native mobile apps with Angular, TypeScript or JavaScript.
EclipseCon-Europe 2013: Making the Eclipse IDE fun againmartinlippert
Many Eclipse IDE users are still happy using Eclipse as their daily Java IDE - and indeed, the Java tooling in Eclipse is great. But don’t you hear people saying things like: Eclipse got too big, too slow, too clunky, too overloaded with features and plugins, doesn't support language X, hard to configure, and similar complaints? I do. I hear people complaining about all sorts of things and I am afraid of Eclipse losing its great reputation as an IDE. As a consequence, I think, we should try to make Eclipse fun again.
This talk throws in some proposals for making Eclipse fun again, shows some live demos of features we worked on to achieve this, and discusses many of the ideas we’ve been having. The idea is not to present ready-to-use solutions only, but also to trigger thoughts, discussions, and build the ground for more work in this direction. Eclipse should be fun again.
We'll show you how to take your application and launch it quickly on a variety of AWS infrastructure. You'll learn how to leverage CodeStar, CodeBuild, CodeDeploy, and Cloud9 to provide your startup with reliable, flexible, and cost efficient build pipelines in minutes. This will set your technical teams up for faster deploys and consistent development environments allowing you to focus on your product, not your deployment process. This is a key pain point for early stage startups, learn how to solve it before it starts to impact your team's productivity.
AWS Community Day - Amy Negrette - Gateways to GatewaysAWS Chicago
Amy Negrette - Gateways to Gateways: API Development with AWS
We will go over how to plan and migrate legacy APIs with API Gateway options in AWS such as EKS and Lambda. We will also compare a traditional web server API design with a serverless one.
AWS Community Day
aws community day | midwest 2019
Serverless architectures are one of the hottest trends in cloud computing this year, and for good reason. There are several technical capabilities and business factors coming together to make this approach compelling from both an application development and deployment cost perspective. The new OpenWhisk project provides an open source platform to enable these cloud-native, event-driven applications.
This talk will lay out the technical and business drivers behind the rise of serverless architectures, provide an introduction to the OpenWhisk open source project (and describe how it differs from other services like AWS Lambda), and give a demonstration showing how to start developing with this new cloud computing model using the OpenWhisk implementation available on IBM Bluemix.
Lightning talk and lab presented by IBM Cloud Software Engineer, Andrew Bodine.
Swift is a robust language for mobile but cloud development opens the door to new opportunities for today's top app developers. Integrating projects to backend systems can sometimes be problematic, requiring new tools and skills. It doesn't have to be; end-to-end Swift opens the door to radically simpler app dev so we can all focus on the engagement. This session will describe the work that's been done to bring Swift to the server, both in terms of efforts in the Swift.org projects, and with implementation of server frameworks, and show you how you can quickly create and deploy applications with both server and client components.
Presented by Chris Bailey at the Swift Summit, Nov 7th 2016
Harnessing the power of aws using dot netDror Helper
In the past AWS and C# seemed to belong to two different eco-systems. One was a leading cloud platform while the other a widely used, powerful programming platform.
Does it mean that a developer that needs to provide a solution in the cloud must choose between the two? Not anymore.
In this talk, I will show how to write C# code that runs in a dockerized container in the cloud or as an AWS Lambda and harness, the popular AWS services.
Swift has gone from being a closed project at Apple to an open-source language the community can help shape and evolve on many development platforms. With the support of the wider community, the evolution of Swift is looking very positive as users get ideas from a wide range of technical perspectives.
Presented by Karl Weinmeister at the Swift Summit, Nov 7th 2016
.NET MAUI with .NET 6 (December 2021, Preview 10)Alex Pshul
.NET Multi-platform App UI (.NET MAUI) is a cross-platform framework for creating native mobile and desktop apps with C# and XAML. Using .NET MAUI, you can develop apps that can run on Android, iOS, iPadOS, macOS, and Windows from a single shared codebase. .NET MAUI is the best way to build cross platform mobile and desktop apps with .NET and C#.
Join me to an all-hands-on session and get a first look of .NET MAUI in .NET 6 and learn how you can start using it today.
Continuous Integration & Development with GitlabAyush Sharma
GitLab CI is a part of GitLab, a web application with an API that stores its state in a database. It manages projects/builds and provides a nice user interface, besides all the features of GitLab. GitLab Runner is an application which processes builds.
Emulators as an Emerging Best Practice for API providersPostman
"Modern applications are highly distributed. We face challenges related to the use of internal and external APIs and how to build APIs with agility in the face of software that can evolve and change at any time. The API industry proposes two common strategies to circumvent these challenges: API Mocking and Service Virtualization. Both have pros and cons.
At Cisco, we came up with the idea of API emulators has a third strategy to handle the challenges we were facing. As a result of our work, we published a reference implementation for Webex ChatBots.
In this talk, we'll explain the motivation behind API emulators in the perspective of DevOps, CI/CD, Software Development, and serverless/microservices architectures. I will elaborate on the idea of integrating emulators as part of an overall API strategy, dive into the process of building such emulators, and validating them with Postman."
Developing multi-platform microservices using .NET coreDror Helper
In the past, C# developers’ could only look in envy as the world moved to container based micro services and cloud deployment – until now.
With the new ASP.NET Core a C# developer can write REST based microservices using the latest and greatest Visual Studio and deploy them in a different OS - or the cloud using Docker, quickly and effortlessly.
NativeScript - Open source framework for building truly native mobile apps wi...Dan Wilson
NativeScript is an open source framework for no-compromise mobile applications. Use web skills — Angular, TypeScript or JavaScript and get native UI and performance on iOS and AndroNativeScript - Open source framework for building truly native mobile apps with Angular, TypeScript or JavaScript.
EclipseCon-Europe 2013: Making the Eclipse IDE fun againmartinlippert
Many Eclipse IDE users are still happy using Eclipse as their daily Java IDE - and indeed, the Java tooling in Eclipse is great. But don’t you hear people saying things like: Eclipse got too big, too slow, too clunky, too overloaded with features and plugins, doesn't support language X, hard to configure, and similar complaints? I do. I hear people complaining about all sorts of things and I am afraid of Eclipse losing its great reputation as an IDE. As a consequence, I think, we should try to make Eclipse fun again.
This talk throws in some proposals for making Eclipse fun again, shows some live demos of features we worked on to achieve this, and discusses many of the ideas we’ve been having. The idea is not to present ready-to-use solutions only, but also to trigger thoughts, discussions, and build the ground for more work in this direction. Eclipse should be fun again.
We'll show you how to take your application and launch it quickly on a variety of AWS infrastructure. You'll learn how to leverage CodeStar, CodeBuild, CodeDeploy, and Cloud9 to provide your startup with reliable, flexible, and cost efficient build pipelines in minutes. This will set your technical teams up for faster deploys and consistent development environments allowing you to focus on your product, not your deployment process. This is a key pain point for early stage startups, learn how to solve it before it starts to impact your team's productivity.
AWS Community Day - Amy Negrette - Gateways to GatewaysAWS Chicago
Amy Negrette - Gateways to Gateways: API Development with AWS
We will go over how to plan and migrate legacy APIs with API Gateway options in AWS such as EKS and Lambda. We will also compare a traditional web server API design with a serverless one.
AWS Community Day
aws community day | midwest 2019
Serverless architectures are one of the hottest trends in cloud computing this year, and for good reason. There are several technical capabilities and business factors coming together to make this approach compelling from both an application development and deployment cost perspective. The new OpenWhisk project provides an open source platform to enable these cloud-native, event-driven applications.
This talk will lay out the technical and business drivers behind the rise of serverless architectures, provide an introduction to the OpenWhisk open source project (and describe how it differs from other services like AWS Lambda), and give a demonstration showing how to start developing with this new cloud computing model using the OpenWhisk implementation available on IBM Bluemix.
Lightning talk and lab presented by IBM Cloud Software Engineer, Andrew Bodine.
Serverless architectures are one of the hottest trends in cloud computing this year, and for good reason. There are several technical capabilities and business factors coming together to make this approach compelling from both an application development and deployment cost perspective. The new OpenWhisk project provides an open source platform to enable these cloud-native, event-driven applications.
This talk will lay out the technical and business drivers behind the rise of serverless architectures, provide an introduction to the OpenWhisk open source project (and describe how it differs from other services like AWS Lambda), and give a demonstration showing how to start developing with this new cloud computing model using the OpenWhisk implementation available on IBM Bluemix.
Presented on October 12, 2016 at the NYC Bluemix meetup
OpenWhisk - A platform for cloud native, serverless, event driven appsDaniel Krook
Cloud computing has recently evolved to enable developers to write cloud native applications better, faster, and cheaper using serverless technology.
OpenWhisk provides an open source platform to enable cloud native, serverless, event driven applications.
This presentation lays out the technical and business drivers behind the rise of serverless architectures, and provides an intro to the OpenWhisk open source project.
Presented at Cloud Native Day in Toronto, Canada on August 25, 2016.
Build a cloud native app with OpenWhiskDaniel Krook
IBM OpenWhisk presentation and demo for developerWorks TV on December 14, 2016.
https://developer.ibm.com/tv/build-a-cloud-native-app-with-apache-openwhisk/
New cloud programming models enabled by serverless architectures are emerging, allowing developers to focus more sharply on creating their applications and less on managing their infrastructure. The OpenWhisk project started by IBM provides an open source platform to enable these cloud native, event driven applications.
At this live coding event, Daniel Krook provide an overview of serverless architectures, introduce the OpenWhisk programming model, and then deploy an OpenWhisk application on IBM Bluemix, while you watch, step-by-step.
Daniel Krook, Senior Software Engineer, IBM
Building serverless applications with Apache OpenWhisk and IBM Cloud FunctionsDaniel Krook
Presentation at Functions17 in Toronto, Canada on August 25, 2017.
https://functions.world
Video, code, links: https://github.com/krook/functions17
Apache OpenWhisk on IBM Bluemix provides a powerful and flexible environment for deploying cloud-native applications driven by data, message, and API call events. Daniel Krook explains why serverless architectures are attractive for many emerging cloud workloads and when you should consider OpenWhisk for your next project. Daniel then shows you how to get started with OpenWhisk on IBM Cloud Functions right away, using several samples on GitHub.
Daniel Krook, Software Architect & Developer Advocate, IBM
IBM Bluemix OpenWhisk: Serverless Conference 2016, London, UK: The Future of ...OpenWhisk
Learn more about the IBM Bluemix OpenWhisk, a serverless event-driven compute platform, which quickly executes application logic in response to events or direct invocations from web/mobile apps or other endpoints.
How to build a Distributed Serverless Polyglot Microservices IoT Platform us...Animesh Singh
When people aren't talking about VMs and containers, they're talking about serverless architecture. Serverless is about no maintenance. It means you are not worried about low-level infrastructural and operational details. An event-driven serverless platform is a great use case for IoT.
In this session at @ThingsExpo, Animesh Singh, an STSM and Lead for IBM Cloud Platform and Infrastructure, detailed how to build a distributed serverless, polyglot, microservices framework using open source technologies like:
OpenWhisk: Open source distributed compute service to execute application logic in response to events
Docker: To run event driven actions 6. Ansible and BOSH: to deploy the serverless platform
MQTT: Messaging protocol for IoT
Node-RED: Tool to wire IoT together
Consul: Tool for service discovery and configuration. Consul is distributed, highly available, and extremely scalable.
Kafka: A high-throughput distributed messaging system.
StatsD/ELK/Graphite: For statistics, monitoring and logging
Andreas Nauerz and Michael Behrendt - Event Driven and Serverless Programming...ServerlessConf
More than one year ago our team has, as a joint effort between research and development, started investigating the field of event-driven & serverless computing to propagate a model relieving users from the need to worry about complex infrastructural & operational aspects in order to allow them to focus on quickly developing value-adding code, especially by radically simplifying developing microservice-oriented solutions that decompose complex applications into small and independent modules that can be easily exchanged. Serverless computing does not refer to a specific technology. Nevertheless some promising solutions, such as OpenWhisk, have recently emerged. Hence, OpenWhisk is one player in this new field. It is a cloud-first distributed event-based programming service and represents an event-action platform that allows you to execute code in response to an event. It provides you with the previously mentioned serverless deployment and operations model, with a fair pricing model at any scale that provides you with exactly the resources – not more not less – you need and only charges you for code really running. It offers a flexible programming model. incl. support for languages like NodeJS and Swift and even for the execution of custom logic via docker containers. This allows small agile teams to reuse existing skills and to develop in a fit-for-purpose fashion. It also provides you with tools to declaratively chain together the building blocks you have developed. It is open and can run anywhere to avoid and kind of vendor lock-in. During this presentation, Michael Behrendt and Andreas Nauerz will talk about their journey through the world of serverless computing, the core concepts, the key value proposition and differentiators, typical usage scenarios, and the underlying programming model of serverless computing in general and OpenWhisk in particular and conclude their session with some basic demos.
Software engineers everywhere are looking for faster, easier ways to get their jobs done. They don't want to worry with infrastructure or installing software--they just want to code!
In this hands-on workshop, attendees will learn how they can leverage Software as a Service (SaaS) and Platforms as a Service (PaaS) to develop applications in the cloud without having to install any software on their devices.
Bring your laptop or tablet and get ready to code! Attendees will improve an existing application as they track their work, file defects, update the application's code, and see their application running live. They will also have the option of setting up automatic deployments, so they can see DevOps in action!
For more information and to access the workbook associated with this workshop, visit http://jfokus.mybluemix.net/.
Building serverless applications with Apache OpenWhiskDaniel Krook
IBM presentation at the O'Reilly Open Source Convention in Austin, Texas on May 10, 2017.
https://conferences.oreilly.com/oscon/oscon-tx/public/schedule/detail/61295
Apache OpenWhisk on IBM Bluemix provides a powerful and flexible environment for deploying cloud-native applications driven by data, message, and API call events. Daniel Krook explains why serverless architectures are attractive for many emerging cloud workloads and when you should consider OpenWhisk for your next project. Daniel then shows you how to get started with OpenWhisk on Bluemix right away, using several samples on GitHub.
Daniel Krook, Software Architect, IBM
How to develop your first cloud-native Applications with Java - 30 MinutesNiklas Heidloff
Cloud Native Starter for Java EE based Microservices on Kubernetes and Istio
Code: https://github.com/nheidloff/cloud-native-starter
Documentation: https://github.com/nheidloff/cloud-native-starter#documentation
Building Serverless Applications on the Apache OpenWhisk PlatformJoe Sepi
Apache OpenWhisk on IBM Bluemix provides a powerful and flexible environment for deploying cloud-native applications driven by data, message, and API call events. Learn why serverless architectures are attractive for many emerging cloud workloads and when you should consider OpenWhisk for your next project. Then get started on Bluemix with three sample applications covering how the OpenWhisk programming model enables you both to implement REST APIs and process non-HTTP events at scale.
Development of AI Applications without Machine Learning SkillsNiklas Heidloff
Slides of the session "Development of AI Applications without Machine Learning Skills" at the new.New Festival: https://www.newnewfestival.com/program/
Demos:
1) Anki Cozmo Visual Recognition of Toys with TensorFlow: https://youtu.be/kS873xLoq9o?t=5s
2) Visual Recognition on iOS and Android Devices via TensorFlow Lite: https://youtu.be/kS873xLoq9o?t=39s
3) Object Detection of Anki Overdrive Cars via TensorFlow: https://youtu.be/kS873xLoq9o?t=1m17s
4) Augmented Reality Demo using Watson Assistant and Speech to Text: https://youtu.be/kS873xLoq9o?t=1m57s
5) AutoML with Watson Studio: https://youtu.be/kS873xLoq9o?t=4m5s
6) IBM Code Model Asset Exchange: https://youtu.be/kS873xLoq9o?t=6m42s
http://heidloff.net
https://twitter.com/nheidloff
Cognitive IBM Watson Services for Bluemix DevelopersNiklas Heidloff
Cognitive IBM Watson Services for Bluemix Developers
https://www.ibm.com/smarterplanet/us/en/ibmwatson/developercloud/
http://heidloff.net/article/ibm-watson-samples-get-started
Steer cars via speech and gestures and prevent collisions via the Watson IoT Platform
Collision Prevention for Anki Overdrive Cars with Bluemix
http://heidloff.net/article/collision-prevention-anki-overdrive-cars-bluemix
Steering Anki Overdrive Cars via Speech Recognition on Bluemix
http://heidloff.net/article/steering-anki-overdrive-cars-speech-recognition-bluemix-watson
Steering Anki Overdrive Cars via Kinect and Bluemix
http://heidloff.net/article/anki-overdrive-cars-kinect-bluemix
Steering Anki Overdrive Cars via Leap Motion Gestures and Bluemix
http://heidloff.net/article/steering-anki-overdrive-cars-leap-motion-gestures-bluemix
Rapid Application Development in the Cloud and On-Premises with Docker
Niklas Heidloff
@nheidloff
http://heidloff.net
JavaLand 2016: https://www.doag.org/konferenz/konferenzplaner/konferenzplaner_details.php?id=499959&locS=0&vid=515755
With the availability of new platform stacks and new tools, the coding of applications has become a lot easier over the last years. However a key problem of software development often still occurs which is the challenge of rapid deployments in different environments development, testing and production and both on-premises and cloud. The typical developers excuse it works for me doesn’t count anymore. Instead today developers are responsible for the complete development cycle up to the deployment and testing in production environments. Fortunately Docker addresses this challenge and makes it very easy to deploy applications in different environments. This empowers developers and allows them to be really innovative by focussing on writing code to go from concept to production in minutes rather than months. In this session we are going to use the Cloud Foundry implementation IBM Bluemix to get applications deployed to the cloud by leveraging the power and portability of Docker containers. Well talk about everything from build pipelines, to private registries, container monitoring and more.
Collaborative Line of Business Applications on IBM BluemixNiklas Heidloff
How to build CLEAN Applications with Cloudant, LoopBack, Express, Angular and Node. JavaScript everywhere.
https://github.com/IBM-Bluemix/collaboration
https://twitter.com/nheidloff
https://bluemix.net
Rapid Application Development in the Cloud and On-Premises with DockerNiklas Heidloff
Niklas Heidloff, IBM
Bluemix Developer Advocate
@nheidloff
heidloff.net
Session from code.talks September 2015
https://www.codetalks.de/2015/programm/rapid-application-development-in-the-cloud-and-on-premises-with-docker
IBM Bluemix for Administrators with Focus on XPagesNiklas Heidloff
IBM Bluemix for Administrators with Focus on XPages
http://admincamp.de/AC15/Agenda
http://www.admincamp.de/AC15/Track0Session2
Niklas Heidloff, IBM
Bluemix Developer Advocate
@nheidloff
heidloff.net
10 Minutes Bluemix Pitch from Dev to Dev
Video: https://www.youtube.com/watch?v=U7zS1_6TZD8
Niklas Heidloff, IBM, Bluemix Developer Advocate
http://twitter.com/nheidloff,
http://heidloff.net
https://bluemix.net
IBM Bluemix Demos: Driving Smartphone and Personality BallNiklas Heidloff
IBM Bluemix Demos of Watson and IoT
- Driving Smartphone
- Personality Ball
Video: https://www.youtube.com/watch?v=EmR9rdkkagQ
Blog: Steering a driving Android Phone over the Web via Speech Recognition in IBM Bluemix http://heidloff.net/nh/home.nsf/article.xsp?id=02.03.2015083022NHEATJ.htm
Blog: Changing the Colors of Sphero Balls dependent on the Personality of Twitter Users http://heidloff.net/nh/home.nsf/article.xsp?id=09.03.2015122939NHEFH4.htm
IBM Bluemix: http://bluemix.net
Watson: http://ibm.com/smarterplanet/us/en/ibmwatson/developercloud
IBM Bluemix News: http://bluemix.info
IBM Bluemix Developers: http://developer.ibm.com/bluemix
Niklas Heidloff Blog: http://heidloff.net
Sphero: http://store.gosphero.com/products/chariot
Chariot: http://www.gosphero.com/sphero/
Sphero Developers://developer.gosphero.com/
Sphero SDK: https://github.com/orbotix/Sphero-Android-SDK
Eclipse Paho JavaScript: http://www.eclipse.org/paho/clients/js/
Eclipse Paho Java: http://www.eclipse.org/paho/clients/java/
Twitter4J: http://twitter4j.org/en/index.html
IBM Bluemix - The Cloud Platform Java Developers have been looking forNiklas Heidloff
Sessions at http://developerworld.heise.de / March 2015
Today, developers creating simple Web based applications have benefited from an abundance of new easy to use tools. But Java developers who want to create more powerful full-featured applications are often stuck with the tedious old-school approach to application development. That’s until now. Today, with IBM’s new Bluemix cloud platform, Java developers can get up and running with their code quickly and easily, without dealing with any of the underlying infrastructure, operating systems, or network configurations. Bluemix lets you, the developer, focus on what really matters—your application. With Bluemix, you can also experience true developer freedom. From Java EE to Spring, Tomcat to WebSphere Liberty, from Ant to Gradle, and from Eclipse to IntelliJ, you’re free to choose the tools, languages, and frameworks that best fit your needs.
Build cognitive Apps that help enhance, scale and accelerate Human ExpertiseNiklas Heidloff
Sessions at http://developerworld.heise.de / March 2015
IBM Watson represents a bold new partnership between people and computers that enhances, scales, and accelerates human expertise. Watson provides various cognitive services that can be integrated via REST APIs in your own apps, for example user modeling, questions and answers, speech recognition, concept expansion and much more. Attend this session to learn about the cognitive Watson services available on IBM Bluemix, IBM's Platform as a Service. With Bluemix developers can focus on writing code rather than setting up infrastructure and they can mix various services into their applications. In this session you'll see a live demo how to build apps leveraging these cognitive capabilities.
First Steps with Globus Compute Multi-User EndpointsGlobus
In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.
How to Position Your Globus Data Portal for Success Ten Good PracticesGlobus
Science gateways allow science and engineering communities to access shared data, software, computing services, and instruments. Science gateways have gained a lot of traction in the last twenty years, as evidenced by projects such as the Science Gateways Community Institute (SGCI) and the Center of Excellence on Science Gateways (SGX3) in the US, The Australian Research Data Commons (ARDC) and its platforms in Australia, and the projects around Virtual Research Environments in Europe. A few mature frameworks have evolved with their different strengths and foci and have been taken up by a larger community such as the Globus Data Portal, Hubzero, Tapis, and Galaxy. However, even when gateways are built on successful frameworks, they continue to face the challenges of ongoing maintenance costs and how to meet the ever-expanding needs of the community they serve with enhanced features. It is not uncommon that gateways with compelling use cases are nonetheless unable to get past the prototype phase and become a full production service, or if they do, they don't survive more than a couple of years. While there is no guaranteed pathway to success, it seems likely that for any gateway there is a need for a strong community and/or solid funding streams to create and sustain its success. With over twenty years of examples to draw from, this presentation goes into detail for ten factors common to successful and enduring gateways that effectively serve as best practices for any new or developing gateway.
Software Engineering, Software Consulting, Tech Lead.
Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Security,
Spring Transaction, Spring MVC,
Log4j, REST/SOAP WEB-SERVICES.
Listen to the keynote address and hear about the latest developments from Rachana Ananthakrishnan and Ian Foster who review the updates to the Globus Platform and Service, and the relevance of Globus to the scientific community as an automation platform to accelerate scientific discovery.
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Large Language Models and the End of ProgrammingMatt Welsh
Talk by Matt Welsh at Craft Conference 2024 on the impact that Large Language Models will have on the future of software development. In this talk, I discuss the ways in which LLMs will impact the software industry, from replacing human software developers with AI, to replacing conventional software with models that perform reasoning, computation, and problem-solving.
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
OpenFOAM solver for Helmholtz equation, helmholtzFoam / helmholtzBubbleFoamtakuyayamamoto1800
In this slide, we show the simulation example and the way to compile this solver.
In this solver, the Helmholtz equation can be solved by helmholtzFoam. Also, the Helmholtz equation with uniformly dispersed bubbles can be simulated by helmholtzBubbleFoam.
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
Cyaniclab : Software Development Agency Portfolio.pdfCyanic lab
CyanicLab, an offshore custom software development company based in Sweden,India, Finland, is your go-to partner for startup development and innovative web design solutions. Our expert team specializes in crafting cutting-edge software tailored to meet the unique needs of startups and established enterprises alike. From conceptualization to execution, we offer comprehensive services including web and mobile app development, UI/UX design, and ongoing software maintenance. Ready to elevate your business? Contact CyanicLab today and let us propel your vision to success with our top-notch IT solutions.
We describe the deployment and use of Globus Compute for remote computation. This content is aimed at researchers who wish to compute on remote resources using a unified programming interface, as well as system administrators who will deploy and operate Globus Compute services on their research computing infrastructure.
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisGlobus
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Understanding Globus Data Transfers with NetSageGlobus
NetSage is an open privacy-aware network measurement, analysis, and visualization service designed to help end-users visualize and reason about large data transfers. NetSage traditionally has used a combination of passive measurements, including SNMP and flow data, as well as active measurements, mainly perfSONAR, to provide longitudinal network performance data visualization. It has been deployed by dozens of networks world wide, and is supported domestically by the Engagement and Performance Operations Center (EPOC), NSF #2328479. We have recently expanded the NetSage data sources to include logs for Globus data transfers, following the same privacy-preserving approach as for Flow data. Using the logs for the Texas Advanced Computing Center (TACC) as an example, this talk will walk through several different example use cases that NetSage can answer, including: Who is using Globus to share data with my institution, and what kind of performance are they able to achieve? How many transfers has Globus supported for us? Which sites are we sharing the most data with, and how is that changing over time? How is my site using Globus to move data internally, and what kind of performance do we see for those transfers? What percentage of data transfers at my institution used Globus, and how did the overall data transfer performance compare to the Globus users?
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
2. Agenda Disclaimers
1) Introduction to Serverless
2) Development of
Serverless Functions
3) Development of
Serverless Applications
@nheidloff
heidloff.net
Most information in this session
is about Apache OpenWhisk,
some features are only available
in IBM Cloud Functions –
indicated on slides via icons
Focus is on development
related topics, not on operations
3. Serverless
“Serverless computing is a cloud computing execution model in
which the cloud provider dynamically manages the allocation of
machine resources. Pricing is based on the actual amount of
resources consumed by an application.” (via Wikipedia)
Sample scenario: Serverless Web Application
@nheidloff
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5. Apache OpenWhisk
“Apache OpenWhisk is a serverless, open source cloud platform
that executes functions in response to events without developer
concern for managing the lifecycle or operations of the
containers that execute the code.” (via Apache)
Supported runtimes: Node.js, Python, PHP, Swift and Docker
Deployment: On-premises or in the cloud
@nheidloff
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6. Apache OpenWhisk
Supported runtimes: Node.js, Python, PHP, Swift and Docker
Development
Local development via standard tooling and IDEs
Web tooling provided by cloud providers
@nheidloff
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19. Serverless Applications
@nheidloff
heidloff.net
Development of single functions is easy, but how do you build
cloud-native applications with lots of functions?
Functions are stateless, applications have state
“There is no such thing as a stateless architecture, it’s just
someone else’s problem” (via Jonas Bonér)
21. Composer
Composer is a new programming model for composing
functions, built on Apache OpenWhisk
Declarative and programmatic
approach to define sophisticated
flows between functions in
cloud-native apps
State management between
‘stateless’ functions based on
OpenWhisk Conductor Actions@nheidloff
heidloff.net
22. Sample Application: Send Notification
1) Application is triggered with a person id and a subject
2) First function returns the profile for the specific user with an
email address and optionally a phone number
3) If the profile has a phone number, a text message is sent,
otherwise an email
@nheidloff
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35. Summary
@nheidloff
heidloff.net
Apache OpenWhisk is an open source serverless platform
OpenWhisk functions can be developed via Docker
OpenWhisk can used in the cloud and on-premises
IBM Cloud Functions is based on OpenWhisk and adds ...
API management
Composer to build cloud-native applications
Try out OpenWhisk and Cloud Functions: http://ibm.biz/nheidloff