Presentation about the most interesting SDMX tools. How tio start working with SDMX using the ISTAT SDMX Framework, a set of building blocks to easily set up an SDMX architecture
New Data Technologies, Graph Computing and Relationship Discovery in the Ente...InfiniteGraph
Presentation slides by Carl Olofso, Research Vice President, Database Management and Data Integration Software for IDC (International Data Corporation).
The Future of Software Defined Storage (SDS)Ahmed Banafa
Software-Defined Storage (SDS) is a term for computer data storage technology which separates storage hardware from the software that manages the storage infrastructure. This technology enables a "software-defined storage environment" and provides policy management for services such as duplication, replication, thin provisioning, snapshots and backup.
New Data Technologies, Graph Computing and Relationship Discovery in the Ente...InfiniteGraph
Presentation slides by Carl Olofso, Research Vice President, Database Management and Data Integration Software for IDC (International Data Corporation).
The Future of Software Defined Storage (SDS)Ahmed Banafa
Software-Defined Storage (SDS) is a term for computer data storage technology which separates storage hardware from the software that manages the storage infrastructure. This technology enables a "software-defined storage environment" and provides policy management for services such as duplication, replication, thin provisioning, snapshots and backup.
Introduction to NOSQL covering the basics and the the issues with RDBMS and discovering the various types of NOSQL databases with their advantages and limitations
This presentation is about the Basic Concepts of XML EXtensible Markup Language. The importance of these concepts is explained in this presentation. XML is one of the popular Markup Languages today.
Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
“ help.mbaassignments@gmail.com ”
or
Call us at : 08263069601
rsdmx - Tools for reading SDMX data and metadata in REmmanuel Blondel
rsdmx is a package for R software for statistical computing, that facilitates reading SDMX data and metadata documents in R.
The package provides a rich set of oriented-object functions that allows to read common SDMX documents in R objects such as data.frame.
Presentation for CLARIAH IG Linked Open Data on the latest developments for Dataverse FAIR data repository. Building SEMAF workflow with external controlled vocabularies support and Semantic API.
CLARIN CMDI use case and flexible metadata schemes vty
Presentation for CLARIAH IG Linked Open Data on the latest developments for Dataverse FAIR data repository. Building SEMAF workflow with external controlled vocabularies support and Semantic API. Using the theory of inventive problem solving TRIZ for the further innovation in Linked Data.
DDS Advanced Tutorial - OMG June 2013 Berlin MeetingJaime Martin Losa
An extended, in-depth tutorial explaining how to fully exploit the standard's unique communication capabilities.Presented at the OMG June 2013 Berlin Meeting.
Users upgrading to DDS from a homegrown solution or a legacy-messaging infrastructure often limit themselves to using its most basic publish-subscribe features. This allows applications to take advantage of reliable multicast and other performance and scalability features of the DDS wire protocol, as well as the enhanced robustness of the DDS peer-to-peer architecture. However, applications that do not use DDS's data-centricity do not take advantage of many of its QoS-related, scalability and availability features, such as the KeepLast History Cache, Instance Ownership and Deadline Monitoring. As a consequence some developers duplicate these features in custom application code, resulting in increased costs, lower performance, and compromised portability and interoperability.
This tutorial will formally define the data-centric publish-subscribe model as specified in the OMG DDS specification and define a set of best-practice guidelines and patterns for the design and implementation of systems based on DDS.
A Standard Data Format for Computational Chemistry: CSXStuart Chalk
An overview of the Common Standard for eXchange (CSX) a new markup language for the storage of computational chemistry calculation data. CSX stores publication and molecular system metadata along with calculation data and, optionally, raw input and output files associated with a calculation. The computational chemistry community is invited to participate in the development of CSX. For more information see http://www.chemicalsemantics.com.
Introduction to NOSQL covering the basics and the the issues with RDBMS and discovering the various types of NOSQL databases with their advantages and limitations
This presentation is about the Basic Concepts of XML EXtensible Markup Language. The importance of these concepts is explained in this presentation. XML is one of the popular Markup Languages today.
Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
“ help.mbaassignments@gmail.com ”
or
Call us at : 08263069601
rsdmx - Tools for reading SDMX data and metadata in REmmanuel Blondel
rsdmx is a package for R software for statistical computing, that facilitates reading SDMX data and metadata documents in R.
The package provides a rich set of oriented-object functions that allows to read common SDMX documents in R objects such as data.frame.
Presentation for CLARIAH IG Linked Open Data on the latest developments for Dataverse FAIR data repository. Building SEMAF workflow with external controlled vocabularies support and Semantic API.
CLARIN CMDI use case and flexible metadata schemes vty
Presentation for CLARIAH IG Linked Open Data on the latest developments for Dataverse FAIR data repository. Building SEMAF workflow with external controlled vocabularies support and Semantic API. Using the theory of inventive problem solving TRIZ for the further innovation in Linked Data.
DDS Advanced Tutorial - OMG June 2013 Berlin MeetingJaime Martin Losa
An extended, in-depth tutorial explaining how to fully exploit the standard's unique communication capabilities.Presented at the OMG June 2013 Berlin Meeting.
Users upgrading to DDS from a homegrown solution or a legacy-messaging infrastructure often limit themselves to using its most basic publish-subscribe features. This allows applications to take advantage of reliable multicast and other performance and scalability features of the DDS wire protocol, as well as the enhanced robustness of the DDS peer-to-peer architecture. However, applications that do not use DDS's data-centricity do not take advantage of many of its QoS-related, scalability and availability features, such as the KeepLast History Cache, Instance Ownership and Deadline Monitoring. As a consequence some developers duplicate these features in custom application code, resulting in increased costs, lower performance, and compromised portability and interoperability.
This tutorial will formally define the data-centric publish-subscribe model as specified in the OMG DDS specification and define a set of best-practice guidelines and patterns for the design and implementation of systems based on DDS.
A Standard Data Format for Computational Chemistry: CSXStuart Chalk
An overview of the Common Standard for eXchange (CSX) a new markup language for the storage of computational chemistry calculation data. CSX stores publication and molecular system metadata along with calculation data and, optionally, raw input and output files associated with a calculation. The computational chemistry community is invited to participate in the development of CSX. For more information see http://www.chemicalsemantics.com.
Web Cast sobre SQL Server Data Services.
Saludos,
Eduardo Castro – Microsoft SQL Server MVP
http://mswindowscr.org
http://comunidadwindows.org
Costa Rica
ILOSTAT, the new database of labour statistics, has been designed based on a number of key ideas among which the aim to reduce the overburden to data providers by supporting as many data channels as possible, to be metadata driven, and to adopt every possible standard, played a fundamental role.
With these in mind, we developed a bi-directional interface to allow the dissemination and collection of data and metadata from and to ILOSTAT through SDMX datasets and related artefacts.
The implementation project had to get over several issues, especially on the conceptual side.
In this presentation we are going to see how the Software architecture for the interface was defined, the concepts that conforms the ILOSTAT concepts scheme, how it deals with the Descriptive metadata, a crucial resource in ILOSTAT, the definition of the scope of the DSD, with its pros and cons, and the implementation of a virtual registry and versioning system.
(Presented at SDMX Global Conference 2013, Paris)
L'azione civica di onData per liberare i dati per il monitoraggio della pandemia e quella istituzionale dell'Istat per capire l'impatto covid19. Festival dello sviluppo sostenibile di Gioia del Colle
Da dove vengono, a cosa servo,o, come vengono utilizzati i dati nelle situazioni di crisi. Il ruolo delle comunità e della cittadinanza attiva. Webinar dell'evento https://distanzainstanza.it
L'importanza degli Open Data per il monitoraggio della spesa pubblicaVincenzo Patruno
Incontro presso l'Università di Bari. Come gli open data possono essere di supporto a migliorare la trasparenza della spesa pubblica e in particolare degli appalti
La statistica ufficiale e i trasporti marittimi nell'era dei Big DataVincenzo Patruno
Come utilizzare i big data AIS delle posizioni delle navi in mare come supporto alla produzione di statistica ufficiale o per la generazione di nuovi prodotti statistici
Aumentare le potenzialità degli Open Data tra spazio e tempoVincenzo Patruno
Lo stato dell'arte degli Open Data e come aumentarne le potenzialità agendo sullo spazio e il tempo come dimensioni fondamentali per aumentare le potenzialità degli open data e favorirne il riuso e l'impatto socio economico
Open Data: come trattarli e visualizzarli quando diventano BigVincenzo Patruno
Caso d'uso presentato alla accademy di ForumPA 2018 su come acquisire in modo automatico i dati sui prezzi dei carburanti pubblicati dal MISE e incanalarli in una data pipeline per la loro visualizzazione su dashboardi dinamiche attraverso un semplice framework Big Data basato su Elasticsearch
Open Data – i benefici per i cittadini, le imprese e la PAVincenzo Patruno
Intervento su Open Data, architetture, stato dell'arte e opportunità in occasione della Settimana dell'Amministrazione Aperta organizzata dal Comune di Bari
Sessione presentata alla Academy di ForumPA 2017. Città in tempo reale e città cognitiva. Due casi d'uso. le presenze turistiche su AirBnB a il prezzo di vendita degli immobili in un framework Big Data. Qui il video https://www.youtube.com/watch?v=UPzylJ9NnBk
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.
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/
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
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
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
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/
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.
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.
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
8. SDMX-ML XML format for the exchange of SDMX-structured data and metadata.
9. SDMX-ML: Six standard messages Name of message Short description Schema file 1 Structure Definition Message Contains a data structure definition Fixed 2 Generic Data Message Conveys data in a form independent of a data structure definition. It is designed for data provision on websites and in any scenario where applications receiving the data may not have detailed understanding of the data set's structure before they obtain the data set itself. Fixed 3 Compact Data Message Exchange of large data sets in a data structure definition-dependent form Derived from data structure definition message 4 Utility Data Message For schema-based functions, such as validation, in a data structure definition-dependent form Derived from data structure definition message 5 Cross-sectional Data Message Exchange of many observation types in a data structure definition-dependent form Derived from data structure definition message 6 Query message To query a database to obtain an SDMX-ML message as the result Fixed
24. Thank You for Your Attention [email_address] ....and Good SDMX-ing
Editor's Notes
<pagebreak> The SDMX standard specifies a single Information Model in order to describe what and how data and metadata can be exchanged in the context of SDMX. Based on this Information Model, SDMX defines two ways of representing its messages. Two different formats are available for expressing SDMX messages. The first format is SDMX-EDI and is equivalent to GESMES/TS. This format is based on an EDIFACT syntax and is Time-Series oriented. This means that only one type of observation throughout time can be carried in a single DataSet. Moreover, the DataSet messages have only one format. This format covers a subset of the SDMX-IM. For example, non time-series messages or reference metadata messages are not supported. The second format is SDMX-ML. It is an XML format that covers the whole SDMX-IM. The SDMX-ML format supports four different (although equivalent) formats, for data messages, in order to serve different purposes. It also supports reference metadata messages as well as messages for querying SDMX Web Services and Registry Interface messages. Two simple “rules” in order to go from the SDMX-IM to the SDMX-ML implementation are that: (concrete) classes become XML elements and their attributes become XML attributes. Of course, there are exceptions in these “rules”. In the SDMX-ML implementation there are XML elements that do not correspond directly to classes from the SDMX-IM and vice versa.
<pagebreak> The conversion process comprises two main activities; reading an input data message and writing out the converted data message. The are specific modules that read and write datasets i.e SDMX-ML (Compact, Generic, Utility, Cross-Sectional) Gesmes (TS, 2.1, DSIS) Flat files (CSV FLR). The information of a dataset to converter is stored in classes that are based on the SDMX Information Model v2.0. These classes play the role of an intermediate format between readers and writers. The Data Structure Definition related to the converted datasets is needed for performing a conversion. SDMX Converter, if it’s is not provided manually, can retrieved the DSD from the Registry.
<pagebreak> The SDMX standard, in its 5 th document of specifications (http://www.sdmx.org/docs/2_0/SDMX_2_0%20SECTION_05_RegistrySpecification.pdf), gives details on the interfaces that an SDMX compliant Registry should implement. Based on these specifications, Eurostat’s SDMX Registry has been developed and is now deployed in the European Commission’s production environment ( https://webgate.ec.europa.eu/sdmxregistry/ ). Eurostat’s SDMX Registry has been developed in order to be used a central repository for: Structural metadata: Code Lists, Concept Schemes, Data Structure Definitions, Metadata Structure Definitions, Category Schemes, Organisation Schemes, Hierarchical Code Lists Provisioning metadata: Data flows, Metadata flows, Provision Agreements The major interface of Eurostat’s SDMX Registry is a Web Service implementing the SDMX Registry Interface messages. These are SDMX-ML messages and are specified within the standard and by the following XSD: http://www.sdmx.org/docs/2_0/SDMXRegistry.xsd A Graphical User Interface (GUI) has been also implemented in order to enable human interaction of the World Wide Web. The user-authentication is realized using CIRCA accounts. A standalone tool implementing almost all functionality of the SDMX registry is the DSW (already presented).