We assume software should contain no redundancies and that a clean architecture is the way to a maintainable system. Microservices challenge these assumptions. Keynote from Entwicklertage 2016 in Karlsruhe.
Large-scale Video Classification with Convolutional Neural NetworkKhalidKhan412
This paper provides the an extensive empirical evaluation of CNNs on large scale video classification using a new dataset of approx. 1 million YouTube videos.
Automatic leukemia detection using image processing techniqueIJLT EMAS
This paper is about the proposal of automated leukemia
detection approach. In a manual method trained physician count
WBC to detect leukemia from the images taken from the
microscope. This manual counting process is time taking and not
that much accurate because it completely depends on the
physician’s skill. To overcome these drawbacks an automated
technique of detecting leukemia is developed. This technique
involves some filtering techniques and k-mean clustering
approach for image preprocessing and segmentation purpose
respectively. After that an automated counting algorithm is used
to count WBC to detect leukemia. Some features like area,
perimeter, mean, centroid, solidity, smoothness, skewness,
energy, entropy, homogeneity, standard deviation etc. are
extracted and calculated. After that neural network methodology
is used to know directly whether the image has cancer effected
cell or not. This proposed method has achieved an accuracy of
90%.
How to Split Your System into MicroservicesEberhard Wolff
Splitting a system into microservices is a challenging task. This talk shows how ideas like Bounded Context, migration scenarios and technical constraints can be used to build a microservice architecture. Held at WJAX 2016.
Data Architecturen Not Just for MicroservicesEberhard Wolff
Microservices change the way data is handled and stored. This presentation shows how Bounded Context, Events, Event Sourcing and CQRS provide new approaches to handle data.
Large-scale Video Classification with Convolutional Neural NetworkKhalidKhan412
This paper provides the an extensive empirical evaluation of CNNs on large scale video classification using a new dataset of approx. 1 million YouTube videos.
Automatic leukemia detection using image processing techniqueIJLT EMAS
This paper is about the proposal of automated leukemia
detection approach. In a manual method trained physician count
WBC to detect leukemia from the images taken from the
microscope. This manual counting process is time taking and not
that much accurate because it completely depends on the
physician’s skill. To overcome these drawbacks an automated
technique of detecting leukemia is developed. This technique
involves some filtering techniques and k-mean clustering
approach for image preprocessing and segmentation purpose
respectively. After that an automated counting algorithm is used
to count WBC to detect leukemia. Some features like area,
perimeter, mean, centroid, solidity, smoothness, skewness,
energy, entropy, homogeneity, standard deviation etc. are
extracted and calculated. After that neural network methodology
is used to know directly whether the image has cancer effected
cell or not. This proposed method has achieved an accuracy of
90%.
How to Split Your System into MicroservicesEberhard Wolff
Splitting a system into microservices is a challenging task. This talk shows how ideas like Bounded Context, migration scenarios and technical constraints can be used to build a microservice architecture. Held at WJAX 2016.
Data Architecturen Not Just for MicroservicesEberhard Wolff
Microservices change the way data is handled and stored. This presentation shows how Bounded Context, Events, Event Sourcing and CQRS provide new approaches to handle data.
Nanoservices are smaller than Microservices. This presentation shows how technologies like Amazon Lambda, OSGi and Java EE can be used to enable such small services.
Microservices: Architecture to scale AgileEberhard Wolff
Microservices allow for scaling agile processes. This presentation shows what Microservices are, what agility is and introduces Self-contained Systems (SCS). Finally, it shows how SCS can help to scale agile processes.
Microservices, DevOps, Continuous Delivery – More Than Three BuzzwordsEberhard Wolff
Microservices, DevOps and Continuous Delivery are three hypes at the moment. This talk looks into the relationships between these three approaches and gives an idea how these approaches help to solve concrete problems. Held at Continuous Lifecycle 2015.
Microservices and Self-contained System to Scale AgileEberhard Wolff
Architectures like Microservices and Self-contained Systems provide a way to support agile processes and scale them. Held at JUG Saxony Day 2016 in Dresden.
There are many different deployment options - package managers, tools like Chef or Puppet, PaaS and orchestration tools. This presentation give an overview of these tools and approaches like idempotent installation or immutable server.
Held at Continuous Lifecycle 2016
Infrastructure for Continuous Delivery & Microservices: PaaS or Docker?Eberhard Wolff
Docker seems the perfect infrastructure for Microservices. However, PaaS like Amazon Elastic Beanstalk or Cloud Foundry might be interesting alternatives. This talks shows how PaaS support Continuous delivery. Held at Continuous Lifecycle 2015.
There is no such thing as a microservice! (oracle code nyc)Chris Richardson
This is a keynote I gave at Oracle Code 2017 in New York:
https://developer.oracle.com/code/newyork
The microservice architecture is becoming increasingly popular. However, frequent references to using “a microservice to solve a problem” suggest that the concept is not universally well understood.
In this talk we define the microservice architecture as an architectural style and explain what that actually means. You will learn why the architecture that you pick for your application matters. We describe how the primary goal of the microservice architecture is to enable continuous delivery/deployment and how it achieves that.
You will learn how to solve key challenges with decomposing an application into microservices. We describe why there is no such thing as a microservice!
What is tackled in the Java EE Security API (Java EE 8)Rudy De Busscher
The Java EE Security API (JSR-375) wants to simplify the implementation of security-related features in your Java EE application. Application server specific configuration changes will be no longer needed and things will be much more app developer friendly. Aligning security with the ease of development we saw in the recent version of Java EE. We will show you the basic goals and concepts behind Java EE Security API. And of course, demos with the current version of the RI, named Soteria, how you can do Authentication and Authorization.
Lviv IT Arena is a conference specially designed for programmers, designers, developers, top managers, inverstors, entrepreneurs and startuppers. Annually it takes place at the beginning of October in Lviv at Arena Lviv stadium. In 2016 the conference gathered more than 1800 participants and over 100 speakers from companies like Microsoft, Philips, Twitter, UBER and IBM. More details about the conference at itarena.lviv.ua.
We need revisions and CRAP everywhere in Drupal coreDick Olsson
Session: https://events.drupal.org/losangeles2015/sessions/we-need-revisions-and-crap-everywhere-core
Demo video: http://youtu.be/Wijjsh6_Aq8
Let's face it, content staging will never make it into core, there isn't one way to do it for everyone. But the lowest common denominators for any content staging, replication or syndication solution are revisions and CRAP - Create Read Archive Purge!
Drupal 8 have already brought us a really solid Entity API with good revision support. The Multiversion module takes this even further in contrib.
In this session some compelling arguments will be laid out for why we need revisions and a Create Read Archive Purge storage for all content entities in core! We weren't wrong when we identified this back in 2011 as the future of Drupal, we just need to do it!
A concrete and actionable plan for how we can implement this will also be introduced.
Nanoservices are smaller than Microservices. This presentation shows how technologies like Amazon Lambda, OSGi and Java EE can be used to enable such small services.
Microservices: Architecture to scale AgileEberhard Wolff
Microservices allow for scaling agile processes. This presentation shows what Microservices are, what agility is and introduces Self-contained Systems (SCS). Finally, it shows how SCS can help to scale agile processes.
Microservices, DevOps, Continuous Delivery – More Than Three BuzzwordsEberhard Wolff
Microservices, DevOps and Continuous Delivery are three hypes at the moment. This talk looks into the relationships between these three approaches and gives an idea how these approaches help to solve concrete problems. Held at Continuous Lifecycle 2015.
Microservices and Self-contained System to Scale AgileEberhard Wolff
Architectures like Microservices and Self-contained Systems provide a way to support agile processes and scale them. Held at JUG Saxony Day 2016 in Dresden.
There are many different deployment options - package managers, tools like Chef or Puppet, PaaS and orchestration tools. This presentation give an overview of these tools and approaches like idempotent installation or immutable server.
Held at Continuous Lifecycle 2016
Infrastructure for Continuous Delivery & Microservices: PaaS or Docker?Eberhard Wolff
Docker seems the perfect infrastructure for Microservices. However, PaaS like Amazon Elastic Beanstalk or Cloud Foundry might be interesting alternatives. This talks shows how PaaS support Continuous delivery. Held at Continuous Lifecycle 2015.
There is no such thing as a microservice! (oracle code nyc)Chris Richardson
This is a keynote I gave at Oracle Code 2017 in New York:
https://developer.oracle.com/code/newyork
The microservice architecture is becoming increasingly popular. However, frequent references to using “a microservice to solve a problem” suggest that the concept is not universally well understood.
In this talk we define the microservice architecture as an architectural style and explain what that actually means. You will learn why the architecture that you pick for your application matters. We describe how the primary goal of the microservice architecture is to enable continuous delivery/deployment and how it achieves that.
You will learn how to solve key challenges with decomposing an application into microservices. We describe why there is no such thing as a microservice!
What is tackled in the Java EE Security API (Java EE 8)Rudy De Busscher
The Java EE Security API (JSR-375) wants to simplify the implementation of security-related features in your Java EE application. Application server specific configuration changes will be no longer needed and things will be much more app developer friendly. Aligning security with the ease of development we saw in the recent version of Java EE. We will show you the basic goals and concepts behind Java EE Security API. And of course, demos with the current version of the RI, named Soteria, how you can do Authentication and Authorization.
Lviv IT Arena is a conference specially designed for programmers, designers, developers, top managers, inverstors, entrepreneurs and startuppers. Annually it takes place at the beginning of October in Lviv at Arena Lviv stadium. In 2016 the conference gathered more than 1800 participants and over 100 speakers from companies like Microsoft, Philips, Twitter, UBER and IBM. More details about the conference at itarena.lviv.ua.
We need revisions and CRAP everywhere in Drupal coreDick Olsson
Session: https://events.drupal.org/losangeles2015/sessions/we-need-revisions-and-crap-everywhere-core
Demo video: http://youtu.be/Wijjsh6_Aq8
Let's face it, content staging will never make it into core, there isn't one way to do it for everyone. But the lowest common denominators for any content staging, replication or syndication solution are revisions and CRAP - Create Read Archive Purge!
Drupal 8 have already brought us a really solid Entity API with good revision support. The Multiversion module takes this even further in contrib.
In this session some compelling arguments will be laid out for why we need revisions and a Create Read Archive Purge storage for all content entities in core! We weren't wrong when we identified this back in 2011 as the future of Drupal, we just need to do it!
A concrete and actionable plan for how we can implement this will also be introduced.
The new buzz world in the world of Agile is "DevOps". So what exactly is devOps and Why do we need it? When development got married to deployment (sys-admin/operations) ; what is born is a new advanced species which is known to us today as "DevOps"
Development environments are a necessary part of every developer's workflow. They can also be a great source of friction. What may begin as simply running python my_app.py eventually bloats as you add more apps, more databases, more testing frameworks, and more developers. We'll talk about the evolution of a typical development environment, how it lets us down, and how we try to make it better. We'll end with an introduction to Dusty, a new tool which uses Docker containers to take our development environments to the next level.
Originally presented at PyGotham 2015.
Container Soup for Your Soul: The Microservice Edition, Building Deployment ...Amazon Web Services
The talk is the story of a Clever's journey to effectively use a container orchestration system (ECS) and a walk through decisions to create a simple and effective deployment pipeline. We will go through various aspects of building application deployment pipelines for microservices. Clever is an education technology company and we do hundreds of deployments of tens of thousands of containers every week to serve over 50% of K-12 public and private school districts in the US. Learn More: https://aws.amazon.com/government-education/
CQRS recipes or how to cook your architectureThomas Jaskula
The principles of CQRS is very simple. Separate Reads from Writes. Although when you try to implement it in you can face many technical and functional problems. This presentation starts from very simple architecture and while business requirements are added we consider other architecture ending with a CQRS + DDD + ES one.
The pillars of DevOps are Culture, Automation, Measurement and Sharing. Docker is a rare tool at enables DevOps through all 4 pillars. These slides take a look at how Docker can affect each pillar in your organization through a Lean lens.
Moving to Microservices with the Help of Distributed TracesKP Kaiser
Moving away from a monolith to a microservices architecture is a process fraught with hidden challenges. There's legacy code, infrastructure, and organizational processes that all need to change, in order to make the switch successful.
But microservices come with a huge increase in infrastructure complexity. We'll see how distributed traces empower developers to work with greater autonomy, in increasingly complex deployment environments.
The Ember.js Framework - Everything You Need To KnowAll Things Open
All Things Open 2014 - Day 2
Thursday, October 23rd, 2014
Yehuda Katz
Founder of Tilde
Front Dev 1
The Ember.js Framework - Everything You Need To Know
This is a presentation I gave to 100+ people at Rev1 Ventures in Columbus, OH. The presentation was about how to define DevOps. Like any new concept, there are multiple and sometimes competing definitions. I've found that implementations of DevOps can change but there are some very common anti-patterns. Lastly, I talk about how we implement DevOps at Bold Penguin.
Similar to Microservices: Redundancy=Maintainability (20)
Limiting software architecture to the traditional ideas is not enough for today's challenges. This presentation shows additional tools and how problems like maintainability, reliability and usability can be solved.
Continuous Delivery solves many current challenges - but still adoption is limited. This talks shows reasons for this and how to overcome these problems.
Four Times Microservices - REST, Kubernetes, UI Integration, AsyncEberhard Wolff
How you can build microservices:
- REST with the Netflix stack (Eureka for Service Discovery, Ribbon for Load Balancing, Hystrix for Resilience, Zuul for Routing)
- REST with Consul for Services Discovery
- REST with Kubernetes
- UI integration with ESI (Edge Side Includes)
- UI integration on the client with JavaScript
- Async with Apache Kafka
- Async with HTTP + Atom
This presentation show several options how to implement microservices: the Netflix stack, Consul, and Kubernetes. Also integration options like REST and UI integration are covered.
Microservices with Java, Spring Boot and Spring CloudEberhard Wolff
Spring Boot makes creating small Java application easy - and also facilitates operations and deployment. But for Microservices need more: Because Microservices are a distributed systems issues like Service Discovery or Load Balancing must be solved. Spring Cloud adds those capabilities to Spring Boot using e.g. the Netflix stack. This talks covers Spring Boot and Spring Cloud and shows how these technologies can be used to create a complete Microservices environment.
Microservice With Spring Boot and Spring CloudEberhard Wolff
Spring Boot and Spring Cloud are an ideal foundation for creating Microservices based on Java. This presentation explains basic concepts of these libraries.
NoSQL Riak MongoDB Elasticsearch - All The Same?Eberhard Wolff
Gives a general introduction to NoSQL and modeling data with JSON. Goes on to compare MongoDB, Riak and Elasticsearch - that seem to be the same at first sight but are in fact pretty different. Presented at JavaLand.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
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
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
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/
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
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.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
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.
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
102. Open Source
> Good code quality
> Documentation
> Model to accept contributions
103. “But high quality Open Source is hard.
We just share code!”
“You only provide high quality as Open
Source…
...but for colleagues low quality is OK?”
104. Let’s assume it’s possible to reuse code.
Reuse is still a tradeoff.