Alpine is constantly innovating, ever since the founding of the company based on in-database analytics that went far beyond traditional, in-memory, code-based desktop applications. This initial innovation built on the work of the MADlib team at Greenplum/Pivotal, ultimately inspired by the work of Joe Hellerstein’s team at UC Berkeley. The team then made all of this functionality available in a simple web interface, which enabled enterprise collaboration and a team-based approach to analytics. Later on, Alpine released its first support for Hadoop, enabling complex analytics on Hadoop without any coding, taking care of all the complexity of MapReduce and Hadoop configuration. Most recently, Alpine has been building new capabilities on top of Spark, to offer Hadoop users a new level of performance and scale.
[AWS Innovate 온라인 컨퍼런스] 간단한 Python 코드만으로 높은 성능의 기계 학습 모델 만들기 - 김무현, AWS Sr.데이...Amazon Web Services Korea
발표자료 다시보기: https://youtu.be/xnimaVNTWfc
여러분의 애플리케이션에 인공 지능 기능을 추가하는 방법 중 하나로, GluonCV 및 AutoGluon 라이브러리를 이용해서 간단한 Python 코드로 높은 성능의 기계 학습 모델을 만들고 이를 예측에 사용하는 방법을 소개합니다. 정형 데이터에 대한 분류 또는 수치 예측 모델 생성부터 이미지 분류, 객체 탐지, 세그먼테이션, 행동 인식 등의 모델을 기계 학습에 대한 전문 지식이 없이도 자동으로 만들고 활용하는 방법을 알아봅니다.
Letting In the Light: Using Solr as an External Search ComponentJay Luker
Letting In the Light: Using Solr as an External Search Component
* Jay Luker, IT Specialist, ADS, jluker@cfa.harvard.edu
* Benoit Thiell, software developer, ADS, bthiell@cfa.harvard.edu
Code4Lib 2011, Tuesday 8 February, 14:30 - 14:50
It’s well-established that Solr provides an excellent foundation for building a faceted search engine. But what if your application’s foundation has already been constructed? How do you add Solr as a federated, fulltext search component to an existing system that already provides a full set of well-crafted scoring and ranking mechanisms?
This talk will describe a work-in-progress project at the Smithsonian/NASA Astrophysics Data System to migrate its aging search platform to Invenio, an open-source institutional repository and digital library system originally developed at CERN, while at the same time incorporating Solr as an external component for both faceting and fulltext search.
In this presentation we'll start with a short introduction of Invenio and then move on to the good stuff: an in-depth exploration of our use of Solr. We'll explain the challenges that we faced, what we learned about some particular Solr internals, interesting paths we chose not to follow, and the solutions we finally developed, including the creation of custom Solr request handlers and query parser classes.
This presentation will be quite technical and will show a measure of horrible Java code. Benoit will probably run away during that part.
Alpine is constantly innovating, ever since the founding of the company based on in-database analytics that went far beyond traditional, in-memory, code-based desktop applications. This initial innovation built on the work of the MADlib team at Greenplum/Pivotal, ultimately inspired by the work of Joe Hellerstein’s team at UC Berkeley. The team then made all of this functionality available in a simple web interface, which enabled enterprise collaboration and a team-based approach to analytics. Later on, Alpine released its first support for Hadoop, enabling complex analytics on Hadoop without any coding, taking care of all the complexity of MapReduce and Hadoop configuration. Most recently, Alpine has been building new capabilities on top of Spark, to offer Hadoop users a new level of performance and scale.
[AWS Innovate 온라인 컨퍼런스] 간단한 Python 코드만으로 높은 성능의 기계 학습 모델 만들기 - 김무현, AWS Sr.데이...Amazon Web Services Korea
발표자료 다시보기: https://youtu.be/xnimaVNTWfc
여러분의 애플리케이션에 인공 지능 기능을 추가하는 방법 중 하나로, GluonCV 및 AutoGluon 라이브러리를 이용해서 간단한 Python 코드로 높은 성능의 기계 학습 모델을 만들고 이를 예측에 사용하는 방법을 소개합니다. 정형 데이터에 대한 분류 또는 수치 예측 모델 생성부터 이미지 분류, 객체 탐지, 세그먼테이션, 행동 인식 등의 모델을 기계 학습에 대한 전문 지식이 없이도 자동으로 만들고 활용하는 방법을 알아봅니다.
Letting In the Light: Using Solr as an External Search ComponentJay Luker
Letting In the Light: Using Solr as an External Search Component
* Jay Luker, IT Specialist, ADS, jluker@cfa.harvard.edu
* Benoit Thiell, software developer, ADS, bthiell@cfa.harvard.edu
Code4Lib 2011, Tuesday 8 February, 14:30 - 14:50
It’s well-established that Solr provides an excellent foundation for building a faceted search engine. But what if your application’s foundation has already been constructed? How do you add Solr as a federated, fulltext search component to an existing system that already provides a full set of well-crafted scoring and ranking mechanisms?
This talk will describe a work-in-progress project at the Smithsonian/NASA Astrophysics Data System to migrate its aging search platform to Invenio, an open-source institutional repository and digital library system originally developed at CERN, while at the same time incorporating Solr as an external component for both faceting and fulltext search.
In this presentation we'll start with a short introduction of Invenio and then move on to the good stuff: an in-depth exploration of our use of Solr. We'll explain the challenges that we faced, what we learned about some particular Solr internals, interesting paths we chose not to follow, and the solutions we finally developed, including the creation of custom Solr request handlers and query parser classes.
This presentation will be quite technical and will show a measure of horrible Java code. Benoit will probably run away during that part.
Boosting Documents in Solr by Recency, Popularity, and User PreferencesLucidworks (Archived)
Presentation on how to and access to source code for boosting and/or filtering documents by recency, popularity, and personal preferences. My solution improves upon the common "recip" based solution for boosting by document age.
Boosting Documents in Solr by Recency, Popularity and Personal Preferences - ...lucenerevolution
See conference video - http://www.lucidimagination.com/devzone/events/conferences/revolution/2011
Attendees with come away from this presentation with a good understanding and access to source
code for boosting and/or filtering documents by recency, popularity, and personal preferences. My
solution improves upon the common “recipe” based solution for boosting by document age. The
framework also supports boosting documents by a popularity score, which is calculated and
managed outside the index. I will present a few different ways to calculate popularity in a scalable
manner. Lastly, my solution supports the concept of a personal document collection, where each
user is only interested in a subset of the total number of documents in the index.
Using Rails to Create an Enterprise App: A Real-Life Case StudyDavid Keener
Rails is a great framework for quickly creating "green field" web applications. Find out how well it works when creating internal, corporate web applications that have to access multiple legacy databases.
With continuous integration process in place, at some point you will need to properly track the progress not only of the build itself, but also how in overall your code quality changes. You want to know whether the code complies to the rules you have set up, whether over time it gets better and at the same time you want to communicate the progress to the business. And all of that can be achieved with Sonar! This talk will fill the gap in my PHPNW10 talk "The Journey towards Continuous Integration" about Sonar and the state of PHP plugin for it.
(WEB301) Operational Web Log Analysis | AWS re:Invent 2014Amazon Web Services
Log data contains some of the most valuable raw information you can gather and analyze about your infrastructure and applications. Amid the mess of confusing lines of seemingly random text can be hints about performance, security, flaws in code, user access patterns, and other operational data. Without the proper tools, finding insights in these logs can be like searching for a hay-colored needle in a haystack. In this session you learn what practices and patterns you can easily implement that can help you better understand your log files. You see how you can customize web logs to add more information to them, how to digest logs from around your infrastructure, and how to analyze your log files in near real time.
Back to basics: Simple database web services without the need for SOASage Computing Services
Oracle is heavily heading down the SOA line which can be intimidating to database programmers with no experience in the web service arena or running application servers, let alone SOA. This presentation will identify as a first step that database programmers can make use of database packages like utl_http, utl_dbws and 11g's Native Web Services for consuming and publishing web services without adopting SOA straight off the ranks.
Agenda:
Basic web service terminology: HTTP, SOAP, WSDL, RPC vs Document styles
Consuming web services from the Oracle Database options
Investigation of utl_http and utl_dbws
Publishing native web services from the Oracle 11g Database
Boosting Documents in Solr by Recency, Popularity, and User PreferencesLucidworks (Archived)
Presentation on how to and access to source code for boosting and/or filtering documents by recency, popularity, and personal preferences. My solution improves upon the common "recip" based solution for boosting by document age.
Boosting Documents in Solr by Recency, Popularity and Personal Preferences - ...lucenerevolution
See conference video - http://www.lucidimagination.com/devzone/events/conferences/revolution/2011
Attendees with come away from this presentation with a good understanding and access to source
code for boosting and/or filtering documents by recency, popularity, and personal preferences. My
solution improves upon the common “recipe” based solution for boosting by document age. The
framework also supports boosting documents by a popularity score, which is calculated and
managed outside the index. I will present a few different ways to calculate popularity in a scalable
manner. Lastly, my solution supports the concept of a personal document collection, where each
user is only interested in a subset of the total number of documents in the index.
Using Rails to Create an Enterprise App: A Real-Life Case StudyDavid Keener
Rails is a great framework for quickly creating "green field" web applications. Find out how well it works when creating internal, corporate web applications that have to access multiple legacy databases.
With continuous integration process in place, at some point you will need to properly track the progress not only of the build itself, but also how in overall your code quality changes. You want to know whether the code complies to the rules you have set up, whether over time it gets better and at the same time you want to communicate the progress to the business. And all of that can be achieved with Sonar! This talk will fill the gap in my PHPNW10 talk "The Journey towards Continuous Integration" about Sonar and the state of PHP plugin for it.
(WEB301) Operational Web Log Analysis | AWS re:Invent 2014Amazon Web Services
Log data contains some of the most valuable raw information you can gather and analyze about your infrastructure and applications. Amid the mess of confusing lines of seemingly random text can be hints about performance, security, flaws in code, user access patterns, and other operational data. Without the proper tools, finding insights in these logs can be like searching for a hay-colored needle in a haystack. In this session you learn what practices and patterns you can easily implement that can help you better understand your log files. You see how you can customize web logs to add more information to them, how to digest logs from around your infrastructure, and how to analyze your log files in near real time.
Back to basics: Simple database web services without the need for SOASage Computing Services
Oracle is heavily heading down the SOA line which can be intimidating to database programmers with no experience in the web service arena or running application servers, let alone SOA. This presentation will identify as a first step that database programmers can make use of database packages like utl_http, utl_dbws and 11g's Native Web Services for consuming and publishing web services without adopting SOA straight off the ranks.
Agenda:
Basic web service terminology: HTTP, SOAP, WSDL, RPC vs Document styles
Consuming web services from the Oracle Database options
Investigation of utl_http and utl_dbws
Publishing native web services from the Oracle 11g Database
Gamification of Community Information SystemsRalf Klamma
SAGE Dissemination Workshop, Sousse, Tunesia, April 2017
Ralf Klamma, Mohammad Abduh Arifin
Advanced Community Information Systems (ACIS)RWTH Aachen University, Germany
klamma@dbis.rwth-aachen.de
The Legacy and the Future of Research Networks in Technology-Enhanced LearningRalf Klamma
Ralf Klamma
Orphée Rendevous 2017, Font Romeu, France
Advanced Community Information Systems (ACIS) RWTH Aachen University, Germany
klamma@dbis.rwth-aachen.de
Scaling up digital learning support for smart workforce development in cluste...Ralf Klamma
4th Research Forum on Small and Medium Sized Enterprises, Chur, Switzerland, February 9-10, 2015
Ralf Klamma & Tobias Ley
RWTH Aachen University, Germany & Tallinn University, Estonia
klamma@dbis.rwth-aachen.de & tley@tlu.ee
Ralf Klamma
Advanced Community Information Systems (ACIS)RWTH Aachen University, Germany
klamma@dbis.rwth-aachen.de
Dresden, January 22, 2015
las2peer is a distributed, highly reliable and secure platform for creating community information systems and community services.
The main goal of las2peer is to provide a fast and flexible way to create services which may communicate with each other and their users through standard protocols. The used and stored information is handled in a trustworthy way and within full control of the communities.
Technical Challenges for Realizing Learning AnalyticsRalf Klamma
Technical Challenges for Realizing Learning Analytics
Learntec 2015, January 28, 2015, Karlsruhe, Germany,
Ralf Klamma
Advanced Community Informations Systems (ACIS) Group
RWTH Aachen University
Technology-Enhanced Learning at the Workplace – From islands of automation to...Ralf Klamma
Technology-Enhanced Learning at the Workplace – From islands of automation to broad deployment of informal learning in small and medium sized enterprises
Invited Talk - Siegen, January 20, 2015
Ralf Klamma, RWTH Aachen
Advanced Community Information Systems Group (ACIS)
Blueprint for Software Engineering in Technology Enhanced Learning ProjectsRalf Klamma
Blueprint for Software Engineering in Technology Enhanced Learning Projects
Ralf Klamma, Michael Derntl, István Koren, Petru Nicolaescu, Dominik Renzel
RWTH Aachen University Advanced Community Information Systems (ACIS) Aachen, Germany
klamma@dbis.rwth-aachen.de
9th European Conference on Technology Enhanced Learning (EC-TEL 2014)
September 18-21, 2014
Graz, Austria
Navigation Support in Evolving Communities by a Web-based DashboardRalf Klamma
Navigation Support in Evolving Communities by a Web-based Dashboard
10th IFIP WG 2.13 International Conference on Open Source Systems, OSS 2014, San José, Costa Rica, May 6-9, 2014
Anna Hannemann, KristjanLiiva, Ralf Klamma
RWTH Aachen UniversityAdvanced Community Information Systems (ACIS)
hannemann@dbis.rwth-aachen.de
Advanced Community Information Systems Group (ACIS) Annual Report 2013Ralf Klamma
Advanced Community Information Systems (ACIS)
Lehrstuhl Informatik 5 – Information Systems
RWTH Aachen University
Ahornstr. 55 | 52056 Aachen | Germany
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...Ralf Klamma
Community Learning Analytics –Challenges and Opportunities
Invited Talk ICWL 2013, Kensing, Taiwan, October 7, 2013
Ralf Klamma
Advanced Community Information Systems (ACIS)
RWTH Aachen University, Germany
klamma@dbis.rwth-aachen.de
Supporting Professional Communities in the Next Web Ralf Klamma
Keynote
PWM Wissenstag Social Enterprise @ I-KNOW 2013
Wednesday, September 4, 2013 in Graz (Austria)
Ralf Klamma
Advanced Community Information Systems (ACIS)
RWTH Aachen
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
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.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
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
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.
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!
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.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
1. Ralf Klamma , Marc Spaniol Mathias Lux RWTH Aachen University University of Klagenfurt http://www.multimedia-metadata.info I-Media 2007 Graz, September 7, 2007 ImageSemantics : User-Generated Metadata, Content-Based Retrieval & Beyond
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9. Rule Component Data Management Maschine Learning OWL Representation XML Database Reasoner Testing
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11. Rule Extraction Algorithm Clustering for low-level features Training data Sub rule extraction for low-level features Clustering for tags in the low-level cluster Sub rule extraction for tags Complete rule extraction