Smart Data Models - Model right-sizing for Alert Management in WDNs Gareth Lewis UNEXE.pptx

•Download as PPTX, PDF•

0 likes•37 views

The document announces the FIWARE Summit to take place in Vienna, Austria from June 12-13, 2023 with the theme "From Data to Value". It discusses smart model right-sizing for alert management in water distribution networks, comparing thin versus fat smart models. The conclusions are to keep models simple, separate development and operations, use a smart data model repository, and focus on user-centricity.

Technology

Vienna, Austria
12-13 June, 2023
#FIWARESummit
From Data
to Value
OPEN SOURCE
OPEN STANDARDS
OPEN COMMUNITY
Smart model right-sizing
for Alert Management in
water distribution
networks

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
whoami?

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
aqua3S
https://aqua3s.eu/

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
LOTUS
https://www.lotus-india.eu/

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Alert & Anomaly Data

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
FIWARE
Output
Service
Context Generation
[input]
Context Consumption
[output]
Context Management
[process]
IoT
Agent
Context
Broker
Output
Service
User
User
Processing
Service
User
Device
Meter
etc
.csv

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Thin vs. Fat Smart Models
Device Model
- Context
- controlledProperty
- Location
Alert Setting
- Min value
- Max value
- observedAt
Alert Status
- Status
- observedAt
Anomaly Setting
- Min value
- Max value
- observedAt
Anomaly Status
- Status
- observedAt

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Thin vs. Fat Smart Models
Device Model
- Context
- controlledProperty
- Location
- Alert Setting
- Alert Status
- Anomaly Setting
- Anomaly Status

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Conclusions
▪ KISS
▪ Dev vs. Ops for Devops
▪ Smart data model repository
▪ User-centricity

Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Hosting Partner Keystone Sponsors
Media Partners
Find Us On Stay up to date Be certified and featured
JOIN OUR NEWSLETTER

Vienna, Austria
12-13 June, 2023
#FIWARESummit
Thanks!

Similar to Smart Data Models - Model right-sizing for Alert Management in WDNs Gareth Lewis UNEXE.pptx

This session will provide an opportunity for attendees to learn about concrete challenges, technology trends and concrete application scenarios which are driving the FIWARE technical roadmap on robotics and automation technologies. The session will commence with an overview of the FIWARE approach to create and exploit synergies between Digital Twins and AI-driven robotics automation in the context of smart industry solutions for manufacturing, intralogistics, and agriculture sectors. Following that, the presentations will delve into real-world examples, emphasizing the potential benefits and limitations of Digital Twin approaches to smart solution development in concrete robotics contexts. Special emphasis will be put on showing how FIWARE based digital twins and robotics bring value into disruptive solutions for manufacturing execution and operations management, material flow automation, and efficient monitoring and supervision of smart agriculture environments such as green houses and insect farms. The interoperability between FIWARE-based digital twins and OPC UA robots is also a major topic in this session. To conclude, a wrap up presentation will summarize the take away messages, provide some insights into the future direction of this exciting technology, and discuss some relevant opportunities for establishing collaboration projects. Attendees will leave the session with a greater understanding of FIWARE-based Digital Twins in smart industry solutions, how they can be used to improve the performance and efficiency of robotic systems, and some of the most relevant initiatives of the FIWARE community in this domain.

Robotics Session (Introduction).pdf

FIWARE

Ports play a strategic logistical position in industry, trade and transport. Port management plays a major role in the interface between different modes of transport by sea, air, rail and land for handling the loading and moving of freight from the moment of arrival at a terminal. One small error can lead to unnecessary costs, delays of delivery and inefficiency. This session will show you how sea-side operations optimization functionalities significantly improve the efficiency and safety of ports. You will learn how to be interoperable with the surrounding stakeholder beyond port borders within an open-access model. Ports also have effects on the environment. Pollution is one of the negative effects which can be harmful to the health of citizens. Measuring air quality and water quality provides early detection of e.g. oil slicks and improves the safety for the citizens living around the port.

Smart Ports_ how to guarantee fresh air from the seasides FIWARE 2023 - John...

FIWARE

Join us for a thought-provoking session at the FIWARE Global Summit where we explore the latest trends reshaping the future with FIWARE. This session will explore the latest trends in technology and their impact on the future, as well as the potential of FIWARE to support innovation in this rapidly changing landscape. Attendees will hear from experts who will share their experiences and insights on how FIWARE can be leveraged to bring innovation to the forefront. The session will include presentations on the use of FIWARE in the third spatial dimension and AI-based quality control gates. Additionally, a panel discussion on the benefits and risks of artificial intelligence will provide valuable insights for attendees. Don't miss this opportunity to stay ahead of the curve and explore the future of technology with FIWARE.

Luis_Munoz_1st_Day_v_0_5.pdf

FIWARE

SAMMY_Kostopoulos.pdf

FIWARE

FIWARE for OPC UA Robots (The i4Q Use Case) - Gabriele De Luca.pptx

FIWARE

The development of Smart Cities is becoming increasingly important in the creation of intelligent ecosystems. The primary objective of Smart Cities is to enhance the quality of life of citizens while also engaging companies to work towards achieving mission zero. However, the question arises as to how this can be achieved. How can technology, urban needs, and mission zero objectives be effectively interconnected in a city setting? Learn more about Smart City ecosystems powered by FIWARE, Smart City solutions and technologies to improve citizens life and at the end fulfilling mission zero together by the power of technology. Be part of a discussion for future cities powered by FIWARE.

Gaetano Volpe – URBES LATITUDO 40 .pptx

FIWARE

Join and fire walk with us to unravel the secrets of how a world made of Digital Twins living in the cloud-to-edge continuum can be implemented with FIWARE components, relying on the NGSI-LD standard, and get insight into real Digital Twin use cases. Digital Twins enable system integration at multiple levels and are a core FIWARE concept. Participants will be able to see how an NGSI-LD based Digital Twin system can get its capabilities incrementally increased. The status and the roadmap of NGSI-LD in ETSI ISG CIM will be presented, including work on recent additions for operations in distributed deployments, how Asset Administration Shell (AAS) concepts from Industry 4.0 or Linked Data Event Stream functions can be supported. Participants will discover also how to connect Digital Twins using Linked Open Data compliant with the FIWARE Smart Data Models. It includes a scenario for harvesting data from external sources, making them FIWARE compatible, and publishing them as LOD in Open Data Portals. With Digital Twins, system integration becomes a breeze, and in this session, you will also learn how different frameworks bring an overlay on top of an NGSI-LD based environment to empower non-IT specialists. Also how recipes for easy deployment and operation of FIWARE systems managing digital twin data end to end can help creation of solutions based on this paradigm. Deel deep into the secrets of how to unleash the full potential of FIWARE, the standard-based open source framework of reference for development and integration of systems using digital twins!

Javier Conde - Collaboration_of_Digital_Twins_through_LOD_.pptx.pdf

FIWARE

This session will bring you the opportunity to discover how FIWARE will make Data Spaces happen! Contents will give all the details and insights around the path taken in this strategic area. An introduction will provide the overall vision on Data Spaces, the status of the Data Spaces Business Alliance (DSBA) Technical Convergence activities, and initial considerations around the concept of FIWARE Data Space Connector, the first dataspace connector that will comply with the Data Space Business Alliance recommendations. Different coordination and support actions of the Digital Europe Programme (DEP) in the Data Spaces domain will also be presented, as well as initial outputs from these projects. It will provide insights about the opportunities to influence and drive decisions within this important program of the European Union. A series of presentations will deep dive into technical details about the minimum viable framework recommended in DSBA: the standards proposed and how they integrate together. Concretely, presentations will focus on the pillars linked to decentralized Trust, Identity & Access Management and the pillar for Data Value creation covering aspects for Monetization and Marketplace services. Several presentations will tackle elements that open the discussion around the evolution of Data Spaces, as well as components expected to be integrated in the concept of Data Space Connector. They will be followed by use cases that provide insight on what is being developed and testimonies on how technologies based on Data Spaces concepts previously displayed are being used in real life scenarios.

Syrine Souissi – AWS (2).pdf

FIWARE

ROCIO DIAZ PORT SESSION_ENVIAR.pptx

FIWARE

Digital transformation means a set of predominantly technological, cultural, organizational, social, creative, and managerial changes, associated with digital technology applications, in all aspects of human society. By acting organically and in combination with these elements, digital transformation goes beyond the simple adoption of new technologies. It enables services to be delivered, goods to be provided, experiences to be lived, and large amounts of content to be found, processed, and made accessible regardless of the actual availability of resources (human, material, intellectual, and economic, etc.). This contributes to the pervasive creation of new connections between people, places and things. The implementation of digital technologies in public and private organizational systems can raise service level standards and transparency, improve interactions with citizens, stimulate innovation, improve decision-making, increase development of smart solutions and services that have a positive impact in the territory. The process of digital transformation or digital transformation is enabled by the development of new technologies, but it is not limited to their adoption; it integrates and involves the entire ecosystem touched by the process, encouraging transparency, sharing and inclusion of all participants. In this session we report examples do public administrations and private companies contributing to digital transformation in the territory

Ali Benfattoum –STF-AWS.pptx

FIWARE

The overall food system nearly reached the next strategic inflection point. IoT technology, data sharing and consumers’ demand for sustainable production methods are pushing limits. More than ever, agricultural production needs to deploy knowledge intensive farming practices and increase data sharing. Existing data exchange platforms need to become open data exchange ecosystems managing data owners’ consent and facilitate dynamic collaboration of stakeholders. This shall increase productivity and reduce food loss and waste of the circular food system from Farm2Fork. FIWARE open-source software and agri-food data models are a cornerstone to facilitate this development. New sources of data can be made accessible, while decreasing effort for aggregating, processing, providing, and accessing data. This session is presenting different practical examples for data usage at the farm site and of partners collaborating along the food supply chain towards consumers helping them to learn about their choices. The session will also summarise challenges and opportunities of the future of connected agriculture. This is specifically considering a technological perspective. At the same time, you will have the opportunity to meet colleagues from different sectors and business domains, aiming at building the foundation of the future data economy for food systems. This will offer the opportunity to learn about synergies considering the close integration of agriculture in smart villages as well as advanced food production and delivery systems that are at the heart of smart cities.

Johann Hoffelner – PixelTwins.pptx

FIWARE

This session will cover various aspects of FIWARE, a platform designed to facilitate the development of smart solutions for a range of industries. The session will begin with an introduction to the FIWARE Training program, which offers courses designed to help developers, entrepreneurs, and other interested parties get up to speed with FIWARE technologies.Next, attendees will learn about the FIWARE Marketplace,an online platform that provides access to FIWARE-based products and services and how to become part of it. The session will delve into the intersection of thermodynamics and FIWARE, and how this collaboration can address climate change. Attendees will learn about the use of FIWARE in creating smart solutions for energy management, emissions reduction, and more. Furthermore,The session will showcase the FIWARE integrated data platform for healthcare, which offers a range of tools and applications designed to improve healthcare outcomes. Finally, the session will also explore the Smart Data Models program, which will show 6 use cases of their successful use in different industries (Health, Energy, Water, open data, etc). Attendees will learn about the benefits of using these models and how they can be integrated into various applications. Overall, this session offers a comprehensive overview of the various aspects of FIWARE, including its marketplace, training programs, smart data models, and integrated data platforms for healthcare. The session will be beneficial for developers, entrepreneurs, and other interested parties looking to leverage FIWARE technologies to create innovative solutions for a range of industries.

NOVALITY_presentation_final.pdf

FIWARE

A key initiative of Europe is to accelerate the deployment of Data Spaces in different domains. Manufacturing Data Spaces are among the top 9 priorities set by the EC. Data sharing among manufacturing companies and with (service) providers will be increasing in the near future, demonstrating how sharing industrial data improves company operations. Both the discrete manufacturing and process industry are impacted by such a transformation. Consequently, the priority for manufacturing stakeholders will be to develop collaborative services based on a trusted and common framework for sharing and exchanging data and models multilaterally to overcome the interoperability challenge and implement next generation autonomous cross-enterprise industrial operations. Currently approaches to Digital Manufacturing Platforms (DMP) and Industrial Data Platforms (IDP) do lack the ability to consistently share data across organisations at scale. In fact, it is already acknowledged that peer-to-peer data sharing, especially when involving SMEs, will not scale to unveil high-quality data sharing for manufacturing value set above. The FIWARE Smart Industry Mission Support Committee (SIMSC) is playing a major role in this twin and green transition, facilitating the definition and adoption of common protocol and data models, as well as the spreading of enabling technologies such as Digital Twins and Artificial Intelligence. The session will drive you through the context analysis, the needs and benefits, the technologies adoption in relevant use cases and the offering of Testing and Experimental Facilities in several industrial domains.

SmartManufacturing - Welcome - Marguglio.pptx

FIWARE

Nejib Moalla– FISAB_Vienna_06-2023.pptx

FIWARE

FIWARE-SAF-MSC - Andrea Cruciani.pptx

FIWARE

FIWARE Smart Data Models and Public Open Data in SmartCities.pdf

FIWARE

This session at the Global Summit explores the impact and opportunities of Data and Open Source technology in the Americas, specifically Latin America and the Caribbean (LAC). Emphasizing the support for the green transition on mobility and the need for strategic alliances with business, the private sector, think tanks, academia, and public administrations, the session showcases the growing presence of FIWARE in LATAM with a case in Colombia on transport and growing opportunities for the FIWARE Ecosystem to grow in LATAM with the regional initiative BELLA II(Building the Europe Link to Latin America and the Caribbean) We will also show how collaboration has been possible across borders with FIWARE Space in Argentina.

Jorge Osuna v3 - Spain-Argentina Respira.pptx

FIWARE

In recent years, the European Commission and EU countries have set up numerous large-scale pilot projects to contribute to the digitisation of the energy industry across Europe and beyond. The most important goals of this endeavour are reaching a common energy data space to facilitate infrastructure planning and monitoring, empowering citizens by providing them with tools for participation in energy markets, supporting research and development of digital solutions, improving cybersecurity of the energy sector, and supporting the adoption of climate-neutral solutions for the ICT sector. In this panel key projects and services will be presented that move towards a sustainable and digital energy world by exploiting data sharing. The renowned experts and market drivers will show up their approaches and innovative solutions by presenting: Insights to a R&D project about secure smart grids in Germany that is focusing on FIWARE based smart energy solutions while facing Redispatch 2.0 and business modelling challenges. References on how a local utility works together with research institutes and energy ICT companies to realise a building block called “Energiewende” - the transformation of the energy systems towards renewables. The efficient use of data in building energy systems to achieve scalable solutions. Main highlights and strategies of European projects: French Data Network and Enershare. Showcases on how FIWARE building blocks enable the data sharing of energy communities: first insight to the background of energy communities and a proof-of-concept for using the FIWARE context broker as the coordinator of an energy community.

Smart Energy- Benoit Orihuela.pptx

FIWARE

Miadowicz_big_data_models_in_a_solar_thermal_power_plant.pptx

FIWARE

Judith Schultze - Presentation_Open Mobility App_ Aggregation of mobility ser...

FIWARE

Similar to Smart Data Models - Model right-sizing for Alert Management in WDNs Gareth Lewis UNEXE.pptx (20)

Robotics Session (Introduction).pdf

Smart Ports_ how to guarantee fresh air from the seasides FIWARE 2023 - John...

Luis_Munoz_1st_Day_v_0_5.pdf

SAMMY_Kostopoulos.pdf

FIWARE for OPC UA Robots (The i4Q Use Case) - Gabriele De Luca.pptx

Gaetano Volpe – URBES LATITUDO 40 .pptx

Javier Conde - Collaboration_of_Digital_Twins_through_LOD_.pptx.pdf

Syrine Souissi – AWS (2).pdf

ROCIO DIAZ PORT SESSION_ENVIAR.pptx

Ali Benfattoum –STF-AWS.pptx

Johann Hoffelner – PixelTwins.pptx

NOVALITY_presentation_final.pdf

SmartManufacturing - Welcome - Marguglio.pptx

Nejib Moalla– FISAB_Vienna_06-2023.pptx

FIWARE-SAF-MSC - Andrea Cruciani.pptx

FIWARE Smart Data Models and Public Open Data in SmartCities.pdf

Jorge Osuna v3 - Spain-Argentina Respira.pptx

Smart Energy- Benoit Orihuela.pptx

Miadowicz_big_data_models_in_a_solar_thermal_power_plant.pptx

Judith Schultze - Presentation_Open Mobility App_ Aggregation of mobility ser...

More from FIWARE

Das D-A-CH Meeting bringt deutschsprachige FIWARE-Enthusiasten zu hochkarätigen Vorträgen und wertvollen Networking-Möglichkeiten zusammen. Ein besonderer Fokus liegt auf dem FIWARE iHubs Programm, das Beratung und Peers-Diskussionen für diejenigen bietet, die an der Gründung eines FIWARE iHubs interessiert sind. Aber das ist noch nicht alles! Wir haben noch weitere Highlights auf Lager, darunter die faszinierende Ausstellung "SMART WORLD by FIWARE", die komplett aus Legosteinen gebaut ist. Außerdem lassen wir viel Zeit zum Netzwerken und Business Talks bei Snacks und Getränken mit der Stadt Herne, NRW und ihren Spielern und mit Vertretern aus Österreich und der Stadt Wien im Speziellen. Aus DACH und darüber hinaus werden einige iHubs vertreten sein, auch das in Kürze entstehende iHub in Wien.

Behm_Herne_NeMo_akt.pptx

FIWARE

Katharina Hogrebe Herne Digital Days.pdf

FIWARE

Christoph Mertens_IDSA_Introduction to Data Spaces.pptx

FIWARE

Behm_Herne_NeMo.pptx

FIWARE

Evangelists + iHubs Promo Slides.pptx

FIWARE

Lukas Künzel Smart City Operating System.pptx

FIWARE

Pierre Golz Der Transformationsprozess im Konzern Stadt.pptx

FIWARE

Dennis Wendland_The i4Trust Collaboration Programme.pptx

FIWARE

Ulrich Ahle_FIWARE.pptx

FIWARE

Aleksandar Vrglevski _FIWARE DACH_OSIH.pptx

FIWARE

Das FIWARE Netzwerktreffen für den deutschsprachigen Raum finden nun bereits das dritte Mal statt. Das nächste Treffen wird in Wien stattfinden - einer der lebenswertesten und resilientesten Städte der Welt. Diese Veranstaltung ist Teil des FIWARE Global Summit After Program, das von der Stadt Wien und der Wirtschaftsagentur Wien ausgerichtet wird. Ziel der Netzwerkveranstaltung ist es, Schlüsselakteure des deutschsprachigen Marktes zu versammeln und zu vernetzen, um dann eine selbsttragende, wachsende und wirkungsvolle Gemeinschaft von FIWARE-Anwendern und interessierten Gleichgesinnten aufzubauen. An diesen Veranstaltungen teilen Sie Ihr Fachwissen, lernen Sie voneinander und erhalten Impulse und Neuigkeiten von den Keynote-Speakern. Wir werden aktuelle Themen mit höchster Relevanz für die deutschsprachige Community wie Open Source, digitale Zwillinge, Smart Cities Index, nachhaltige Entwicklung, anstehende Förderprojekte usw. behandeln.

Water Quality - Lukas Kuenzel.pdf

FIWARE

Join our 9th FIWARE Global Summit (#FIWARESummit23) in Austria's capital of Vienna in the stunning Vienna City Hall being one of the most splendid amongst the numerous monumental buildings along Vienna's amazing palaces and buildings. FIWARE Global Summit (FGS) is one of the leading Open Source and Open Standards conferences for entrepreneurs, public administrations, academia, developers, start-ups, and technologists worldwide. Get ready for two days of world-class innovation, collaboration, and networking - and a rich side program. Open to all FIWARE enthusiasts and newbies, members and partners, from startups to global players, public admins and academia, from developers to strategists, from project managers to CEOs. Technology is changing the way we live, work, and engage with one another. FIWARE provides a helping hand to those who want to change the world, foretell the future, and transform markets for the better, based on recognized Open Source and Open Standards technology. From startups and SMEs to global enterprises, FIWARE helps today's disruptors fully grasp what tomorrow has in store and how they can be part of this transformation journey. You can also play a key role in this journey. Looking into joining the FIWARE community, our global ecosystem, or just interested in the impact and opportunities with Open Source technology? Then this Summit is made for you!

Cameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptx

FIWARE

FiWareSummit.msGIS-Data-to-Value.2023.06.12.pptx

FIWARE

Boris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptx

FIWARE

Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....

FIWARE

Abdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdf

FIWARE

HTAG_Skalierung_Plattform_lokal_final_versand.pptx

FIWARE

WE_LoRaWAN _ IoT.pptx

FIWARE

EU Opp_Clara Pezuela - German chapter.pptx

FIWARE

OSIH.pptx

FIWARE

More from FIWARE (20)

Behm_Herne_NeMo_akt.pptx

Katharina Hogrebe Herne Digital Days.pdf

Christoph Mertens_IDSA_Introduction to Data Spaces.pptx

Behm_Herne_NeMo.pptx

Evangelists + iHubs Promo Slides.pptx

Lukas Künzel Smart City Operating System.pptx

Pierre Golz Der Transformationsprozess im Konzern Stadt.pptx

Dennis Wendland_The i4Trust Collaboration Programme.pptx

Ulrich Ahle_FIWARE.pptx

Aleksandar Vrglevski _FIWARE DACH_OSIH.pptx

Water Quality - Lukas Kuenzel.pdf

Cameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptx

FiWareSummit.msGIS-Data-to-Value.2023.06.12.pptx

Boris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptx

Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....

Abdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdf

HTAG_Skalierung_Plattform_lokal_final_versand.pptx

WE_LoRaWAN _ IoT.pptx

EU Opp_Clara Pezuela - German chapter.pptx

OSIH.pptx

Recently uploaded

How to Troubleshoot Apps for the Modern Connected Worker

ThousandEyes

🐬 The future of MySQL is Postgres 🐘

RTylerCroy

Partners Life - Insurer Innovation Award 2024

The Digital Insurer

Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc

MySQL Webinar, presented on the 25th of April, 2024. Summary: MySQL solutions enable the deployment of diverse Database Architectures tailored to specific needs, including High Availability, Disaster Recovery, and Read Scale-Out. With MySQL Shell's AdminAPI, administrators can seamlessly set up, manage, and monitor these solutions, ensuring efficiency and ease of use in their administration. MySQL Router, on the other hand, provides transparent routing from the application traffic to the backend servers in the architectures, requiring minimal configuration. Completely built in-house and supported by Oracle, these solutions have been adopted by enterprises of all sizes for their business-critical applications. In this presentation, we'll delve into various database architecture solutions to help you choose the right one based on your business requirements. Focusing on technical details and the latest features to maximize the potential of these solutions.

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

Miguel Araújo

Finology Group – Insurtech Innovation Award 2024

The Digital Insurer

AWS Community Day CPH - Three problems of Terraform

Andrey Devyatkin

This presentation explores the impact of HTML injection attacks on web applications, detailing how attackers exploit vulnerabilities to inject malicious code into web pages. Learn about the potential consequences of such attacks and discover effective mitigation strategies to protect your web applications from HTML injection vulnerabilities. for more information visit https://bostoninstituteofanalytics.org/category/cyber-security-ethical-hacking/

HTML Injection Attacks: Impact and Mitigation Strategies

Boston Institute of Analytics

As privacy and data protection regulations evolve rapidly, organizations operating in multiple jurisdictions face mounting challenges to ensure compliance and safeguard customer data. With state-specific privacy laws coming up in multiple states this year, it is essential to understand what their unique data protection regulations will require clearly. How will data privacy evolve in the US in 2024? How to stay compliant? Our panellists will guide you through the intricacies of these states' specific data privacy laws, clarifying complex legal frameworks and compliance requirements. This webinar will review: - The essential aspects of each state's privacy landscape and the latest updates - Common compliance challenges faced by organizations operating in multiple states and best practices to achieve regulatory adherence - Valuable insights into potential changes to existing regulations and prepare your organization for the evolving landscape

TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments

TrustArc

Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...

Neo4j

Enterprise Knowledge’s Urmi Majumder, Principal Data Architecture Consultant, and Fernando Aguilar Islas, Senior Data Science Consultant, presented "Driving Behavioral Change for Information Management through Data-Driven Green Strategy" on March 27, 2024 at Enterprise Data World (EDW) in Orlando, Florida. In this presentation, Urmi and Fernando discussed a case study describing how the information management division in a large supply chain organization drove user behavior change through awareness of the carbon footprint of their duplicated and near-duplicated content, identified via advanced data analytics. Check out their presentation to gain valuable perspectives on utilizing data-driven strategies to influence positive behavioral shifts and support sustainability initiatives within your organization. In this session, participants gained answers to the following questions: - What is a Green Information Management (IM) Strategy, and why should you have one? - How can Artificial Intelligence (AI) and Machine Learning (ML) support your Green IM Strategy through content deduplication? - How can an organization use insights into their data to influence employee behavior for IM? - How can you reap additional benefits from content reduction that go beyond Green IM?

Driving Behavioral Change for Information Management through Data-Driven Gree...

Enterprise Knowledge

Tech Trends Report 2024 Future Today Institute.pdf

hans926745

The presentation explores the development and application of artificial intelligence (AI) from its inception to its current status in the modern world. The term "artificial intelligence" was first coined by John McCarthy in 1956 to describe efforts to develop computer programs capable of performing tasks that typically require human intelligence. This concept was first introduced at a conference held at Dartmouth College, where programs demonstrated capabilities such as playing chess, proving theorems, and interpreting texts. In the early stages, Alan Turing contributed to the field by defining intelligence as the ability of a being to respond to certain questions intelligently, proposing what is now known as the Turing Test to evaluate the presence of intelligent behavior in machines. As the decades progressed, AI evolved significantly. The 1980s focused on machine learning, teaching computers to learn from data, leading to the development of models that could improve their performance based on their experiences. The 1990s and 2000s saw further advances in algorithms and computational power, which allowed for more sophisticated data analysis techniques, including data mining. By the 2010s, the proliferation of big data and the refinement of deep learning techniques enabled AI to become mainstream. Notable milestones included the success of Google's AlphaGo and advancements in autonomous vehicles by companies like Tesla and Waymo. A major theme of the presentation is the application of generative AI, which has been used for tasks such as natural language text generation, translation, and question answering. Generative AI uses large datasets to train models that can then produce new, coherent pieces of text or other media. The presentation also discusses the ethical implications and the need for regulation in AI, highlighting issues such as privacy, bias, and the potential for misuse. These concerns have prompted calls for comprehensive regulations to ensure the safe and equitable use of AI technologies. Artificial intelligence has also played a significant role in healthcare, particularly highlighted during the COVID-19 pandemic, where it was used in drug discovery, vaccine development, and analyzing the spread of the virus. The capabilities of AI in healthcare are vast, ranging from medical diagnostics to personalized medicine, demonstrating the technology's potential to revolutionize fields beyond just technical or consumer applications. In conclusion, AI continues to be a rapidly evolving field with significant implications for various aspects of society. The development from theoretical concepts to real-world applications illustrates both the potential benefits and the challenges that come with integrating advanced technologies into everyday life. The ongoing discussion about AI ethics and regulation underscores the importance of managing these technologies responsibly to maximize their their benefits while minimizing potential harms.

Artificial Intelligence: Facts and Myths

Joaquim Jorge

Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.

Exploring the Future Potential of AI-Enabled Smartphone Processors

debabhi2

In this session, we will delve into strategic approaches for optimizing knowledge management within Microsoft 365, amidst the evolving landscape of Copilot. From leveraging automatic metadata classification and permission governance with SharePoint Premium, to unlocking Viva Engage for the cultivation of knowledge and communities, you will gain actionable insights to bolster your organization's knowledge-sharing initiatives. In this session, we will also explore how to facilitate solutions to enable your employees to find answers and expertise within Microsoft 365. You will leave equipped with practical techniques and a deeper understanding of how there is more to effective knowledge management than just enabling Copilot, but building actual solutions to prepare the knowledge that Copilot and your employees can use.

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

Drew Madelung

Imagine a world where information flows as swiftly as thought itself, making decision-making as fluid as the data driving it. Every moment is critical, and the right tools can significantly boost your organization’s performance. The power of real-time data automation through FME can turn this vision into reality. Aimed at professionals eager to leverage real-time data for enhanced decision-making and efficiency, this webinar will cover the essentials of real-time data and its significance. We’ll explore: FME’s role in real-time event processing, from data intake and analysis to transformation and reporting An overview of leveraging streams vs. automations FME’s impact across various industries highlighted by real-life case studies Live demonstrations on setting up FME workflows for real-time data Practical advice on getting started, best practices, and tips for effective implementation Join us to enhance your skills in real-time data automation with FME, and take your operational capabilities to the next level.

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

Safe Software

ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke

Product Anonymous

What is a good lead in your organisation? Which leads are priority? What happens to leads? When sales and marketing give different answers to these questions, or perhaps aren't sure of the answers at all, frustrations build and opportunities are left on the table. Join us for an illuminating session with Cian McLoughlin, HubSpot Principal Customer Success Manager, as we look at that crucial piece of the customer journey in which leads are transferred from marketing to sales.

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx

HampshireHUG

Three things you will take away from the session: • How to run an effective tenant-to-tenant migration • Best practices for before, during, and after migration • Tips for using migration as a springboard to prepare for Copilot in Microsoft 365 Main ideas: Migration Overview: The presentation covers the current reality of cross-tenant migrations, the triggers, phases, best practices, and benefits of a successful tenant migration Considerations: When considering a migration, it is important to consider the migration scope, performance, customization, flexibility, user-friendly interface, automation, monitoring, support, training, scalability, data integrity, data security, cost, and licensing structure Next Wave: The next wave of change includes the launch of Copilot, which requires businesses to be prepared for upcoming changes related to Copilot and the cloud, and to consolidate data and tighten governance ShareGate: ShareGate can help with pre-migration analysis, configurable migration tool, and automated, end-user driven collaborative governance

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

sammart93

The value of a flexible API Management solution for Open Banking Steve Melan, Manager for IT Innovation and Architecture - State's and Saving's Bank of Luxembourg Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The value of a flexible API Management solution for O...

apidays

Recently uploaded (20)

How to Troubleshoot Apps for the Modern Connected Worker

🐬 The future of MySQL is Postgres 🐘

Partners Life - Insurer Innovation Award 2024

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

Finology Group – Insurtech Innovation Award 2024

AWS Community Day CPH - Three problems of Terraform

HTML Injection Attacks: Impact and Mitigation Strategies

TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments

Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...

Driving Behavioral Change for Information Management through Data-Driven Gree...

Tech Trends Report 2024 Future Today Institute.pdf

Artificial Intelligence: Facts and Myths

Exploring the Future Potential of AI-Enabled Smartphone Processors

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

From Event to Action: Accelerate Your Decision Making with Real-Time Automation

ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

Apidays New York 2024 - The value of a flexible API Management solution for O...

Smart Data Models - Model right-sizing for Alert Management in WDNs Gareth Lewis UNEXE.pptx

1. Vienna, Austria 12-13 June, 2023 #FIWARESummit From Data to Value OPEN SOURCE OPEN STANDARDS OPEN COMMUNITY Smart model right-sizing for Alert Management in water distribution networks

2. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org whoami?

3. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org aqua3S https://aqua3s.eu/

4. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org LOTUS https://www.lotus-india.eu/

5. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org Alert & Anomaly Data

6. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org FIWARE Output Service Context Generation [input] Context Consumption [output] Context Management [process] IoT Agent Context Broker Output Service User User Processing Service User Device Meter etc .csv

7. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org Thin vs. Fat Smart Models Device Model - Context - controlledProperty - Location Alert Setting - Min value - Max value - observedAt Alert Status - Status - observedAt Anomaly Setting - Min value - Max value - observedAt Anomaly Status - Status - observedAt

8. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org Thin vs. Fat Smart Models Device Model - Context - controlledProperty - Location Alert Setting - Min value - Max value - observedAt Alert Status - Status - observedAt Anomaly Setting - Min value - Max value - observedAt Anomaly Status - Status - observedAt

9. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org Thin vs. Fat Smart Models Device Model - Context - controlledProperty - Location - Alert Setting - Alert Status - Anomaly Setting - Anomaly Status

10. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org Conclusions ▪ KISS ▪ Dev vs. Ops for Devops ▪ Smart data model repository ▪ User-centricity

11. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org Hosting Partner Keystone Sponsors Media Partners Find Us On Stay up to date Be certified and featured JOIN OUR NEWSLETTER

12. Vienna, Austria 12-13 June, 2023 #FIWARESummit Thanks!

Editor's Notes

Hello everyone, welcome to my presentation. I appreciate this is the last presentation of the session and we’re likely to be short on time, so I will make this suitably brief. My name is Gareth Lewis and I am a research fellow at the Centre for Water Systems in the University of Exeter in the UK. As there’s a mix of academic and industrial presenters today, I’ll start by saying that one of the benefits of coming at FIWARE-based solutions from an academic perspective is that there’s a lot more scope to be experimental or risky in your approaches and we’ve found this a lot in the FIWARE projects we’ve done, particularly in considering FIWARE from dev and ops perspectives in the traditional devops scheme.
My presentation today will be looking at our approaches to create a workable solution for alert management in water distribution and concerns two projects that were developed in tandem as our ‘first’ FIWARE projects within the centre. The first is aqua3S, an H2020 funded research project concerned with using FIWARE to develop standardised, secure and safe approaches to digitise water data in European water networks. -7 pilots across Europe.
The second project is LOTUS, another H2020 funded research project concerned with the development of a low-cost water sensor and associated monitoring and management of water distribution networks in India.
Here’s the data of interest, from the aqua3S project We have an historic trace of temperature from the broker. The red and purple lines are operator-provided over-topping and under-bottoming alert limits, so this is exactly what you’d expect in traditional management, hard limits. The green trace is the historic normal data for the device, it’s collected over 5 weeks and then bucketed into a 7-day / weekly slots with 3 data points per day. From this we generate anomaly limits, the blue trace is a under-bottoming anomaly limit and the black over-topping. The advantages here are in the space between the anomaly limits and the corresponding alerts, they give us more awareness of impending alerts.
We used FIWARE for both projects, the architecture here showing data collection as context generation, context management as processing and context consumption through the operator webapps. For device over-topping and underbottoming, it’s as you would expect, data comes in, is processed against the set values from the graph dat and the results are stored in the broker and presented to users on-demand.
Initially, we decided to follow a ‘thin’ model which is common place in OO programming, through the S of SOLID (single responsibility) and through relational database normalisation, i.e. we kept the models as small as possible and had links / relationships between them. Here we have a device model from the smart data models repo, it contains the context, whatever the controlled property is and some geospatial location data for visualising on a slipmap. For the alerts and anomalies, we split the data into a pair of models, the setting model contains the settings, so min / max values and the status model contains whether an alert / anomaly has occurred. This all used observedAt, so the data is stored temporarily and has history.
The massive downside of this approach was all the dependent HTTP requests that it required. We’d read a device model and then have to collect all the setting and status models for alerts and anomalies, which tended to be quite slow on development PCs and cheap servers we were using. We also had the issue that because this was development rather than operations, in devops terms, we often had a lot of backlog readings to work though which would require a lot of processing, in comparison with an operational approach where you are generally just collecting a single new reading at any one time. Needless to say, this approach didn’t work well and we ran into a lot of unfortunate race conditions where the device model controlled property was completely different to the alert / anomaly status , because data was being visualised from the broker before alert and anomaly data was updated.
Instead, we went for a fat model where we put all the attributes / components into a single model and let FIWARE deal with the data coherency. Here we have all the data that was part of the separate, referenced models, stored in a modified device model Whilst the model was a lot bigger, it didn’t seem to impact our performance: All the data could be accessed with a single request Alert / Anomaly processing was generally a lot simpler, because all the data was in one place It also removed all the race conditions we had been running into We also discovered at this point that the users didn’t really care for historic alert/anomaly data, so we could remove the observedAt components, again making the process simpler.
Here are 4 conclusions Firstly KISS or keep it simple, stupid. In retrospect, I think a lot of our issues with alert management came from trying to implement overly smart solutions with FIWARE when a simple (if less elegant in terms of OO) solution would work perfectly well Secondly, it’s worth remembering that FIWARE is primarily geared for an operational environment and some of those considerations can impact development activities. From a that perspective, trying to ingest large amounts of data into a broker for testing is not necessarily a good idea. The smart data model repository is a great resource. Again, it was something I found very odd when I first started working with FIWARE, as a programmer I was used to making my own classes, so having off the shelf models seemed like a strange approach, but there’s a lot of value in being able to see existing approaches, particularly in areas that may be new to you. Finally, user-centricity. A key issue we ran into with this project was in trying to second guess what users wanted in terms of data and access. This led us to develop an approach that didn’t work and wasn’t what users wanted anyhow. Thank you.

Smart Data Models - Model right-sizing for Alert Management in WDNs Gareth Lewis UNEXE.pptx

Recommended

Recommended

More Related Content

Similar to Smart Data Models - Model right-sizing for Alert Management in WDNs Gareth Lewis UNEXE.pptx

Similar to Smart Data Models - Model right-sizing for Alert Management in WDNs Gareth Lewis UNEXE.pptx (20)

More from FIWARE

More from FIWARE (20)

Recently uploaded

Recently uploaded (20)

Smart Data Models - Model right-sizing for Alert Management in WDNs Gareth Lewis UNEXE.pptx

Editor's Notes