Modular Architectures: What they are why do they matter now.Param Rengaiah
Software systems evolve over time. Most of them through, are quick and small ones - hacks. These changes, over a period of time makes the code spaghetti, difficult to understand, gathers tremendous Technical Debt and along they way looses the design principles by which they are designed in the first place. Fixing these problems will be risky, tedious and expensive and definitely not without the support of a proven framework.This is the first problem. There is another force that will require significant changes to existing software systems. This force is created by the changing landscape of expectations due to technologies such as cloud, big-data and REST as well as emotional experience across all touch points, not just on PCs. This is the second problem.
Modular architecture addresses both these problems. It is not a novel thought or an isolated architectural style, but a structured way to refactor, rather restructure the code to make the systems easier to understand, extend and adopt to the new paradigms. The focus of Modular Architecture is the structural and physical design.
Devoxx 2012 University session "Modular Architecture Today" demonstrating how to apply some of the modularity patterns to build a system with a modular architecture.
Architecture & data acquisition by embedded systems in automobiles seminar pptAnkit Kaul
The document discusses the architecture of digital services provided by embedded systems in automobiles. It describes how embedded devices like VACT collect sensor data from vehicles and transmit it over networks to backend servers for remote diagnostics and predictive maintenance. The architecture spans different layers, with embedded devices following modular characteristics, while transmission networks and algorithms like COSMO for data analysis exhibit properties of layered modular architectures. The digital services have their own layers within the embedded devices, but algorithms like COSMO can also operate independently from the devices.
A solid introduction about how mobile products are being built in a „developer friendly“ way. Based on familiar models like the Lean Product Pyramid by Dan Olsen, Elements of User Experience by Jesse James Garrett and the Hierachy of Needs by Abraham Maslow. Also covering Apple HUI Guidelines and Material Design by Google.
An overview of BUG, by Bug Labs, discussing the BUG product architecture and usage scenarios, in addition to some pretty charts and graphs that prove the immense power of open source.
The document discusses using presentation and visualization techniques to move beyond a product-centric view of architecture. It describes a session that will use a complex business process model as an example to show how dashboards, graphics, reference models and other visualizations can enhance architecture application and understanding. The session will also relate the process model to the DoDAF architecture framework and demonstrate how well-formed architecture data supports various visualizations and business uses.
Modular Architectures: What they are why do they matter now.Param Rengaiah
Software systems evolve over time. Most of them through, are quick and small ones - hacks. These changes, over a period of time makes the code spaghetti, difficult to understand, gathers tremendous Technical Debt and along they way looses the design principles by which they are designed in the first place. Fixing these problems will be risky, tedious and expensive and definitely not without the support of a proven framework.This is the first problem. There is another force that will require significant changes to existing software systems. This force is created by the changing landscape of expectations due to technologies such as cloud, big-data and REST as well as emotional experience across all touch points, not just on PCs. This is the second problem.
Modular architecture addresses both these problems. It is not a novel thought or an isolated architectural style, but a structured way to refactor, rather restructure the code to make the systems easier to understand, extend and adopt to the new paradigms. The focus of Modular Architecture is the structural and physical design.
Devoxx 2012 University session "Modular Architecture Today" demonstrating how to apply some of the modularity patterns to build a system with a modular architecture.
Architecture & data acquisition by embedded systems in automobiles seminar pptAnkit Kaul
The document discusses the architecture of digital services provided by embedded systems in automobiles. It describes how embedded devices like VACT collect sensor data from vehicles and transmit it over networks to backend servers for remote diagnostics and predictive maintenance. The architecture spans different layers, with embedded devices following modular characteristics, while transmission networks and algorithms like COSMO for data analysis exhibit properties of layered modular architectures. The digital services have their own layers within the embedded devices, but algorithms like COSMO can also operate independently from the devices.
A solid introduction about how mobile products are being built in a „developer friendly“ way. Based on familiar models like the Lean Product Pyramid by Dan Olsen, Elements of User Experience by Jesse James Garrett and the Hierachy of Needs by Abraham Maslow. Also covering Apple HUI Guidelines and Material Design by Google.
An overview of BUG, by Bug Labs, discussing the BUG product architecture and usage scenarios, in addition to some pretty charts and graphs that prove the immense power of open source.
The document discusses using presentation and visualization techniques to move beyond a product-centric view of architecture. It describes a session that will use a complex business process model as an example to show how dashboards, graphics, reference models and other visualizations can enhance architecture application and understanding. The session will also relate the process model to the DoDAF architecture framework and demonstrate how well-formed architecture data supports various visualizations and business uses.
This presentation is about a lecture I gave within the "Software systems and services" immigration course at the Gran Sasso Science Institute, L'Aquila (Italy): http://cs.gssi.infn.it/.
http://www.ivanomalavolta.com
Why do you think Genzyme has diversified into other areas of medicine reeza fazily
Genzyme diversified into other areas of medicine and business ventures for several reasons:
1) To fully utilize their technology and expertise to help more patients with serious diseases.
2) To generate more stable cash flow to reinvest in research and development of new medicines.
3) There were many opportunities for industrial growth and diversification.
Some advantages of Genzyme's diversification included reducing risk by not relying on a single business, benefiting from synergies across areas by sharing resources and knowledge, and improving quality by strengthening related businesses. However, diversifying also carried higher risks and investment needs, potential loss of focus on their core products, and difficulties developing therapies for rare diseases with smaller patient populations.
The document discusses product architecture and its impact on key design considerations. It defines product architecture as the assignment of a product's functions to physical building blocks or "chunks". An effective architecture balances modularity and integration. It also outlines four steps to establish a product architecture: creating a schematic, clustering elements, laying elements out geometrically, and identifying fundamental and incidental interactions between chunks.
This document discusses alternative dispute resolution (ADR) techniques for resolving disputes outside of litigation. It defines ADR as approaches that resolve conflicts in a non-confrontational manner. The document then lists and describes the main ADR types: negotiation, mediation, arbitration, ombuds, and family group conferences. Negotiation involves voluntary participation with no third party, while mediation uses a third party facilitator. Arbitration employs a third party to impose a resolution. Ombuds and family group conferences are also discussed. The document concludes that the appropriate ADR technique depends on each situation.
The document discusses product architecture, which is the arrangement of functional elements into physical chunks or modules that make up the core building blocks of a product. It notes that product architecture is determined early in the development process and impacts factors like manufacturing cost, product evolution, and more. The document provides examples of modular versus integral architecture and walks through establishing the architecture for a sample desk jet printer.
MRP, MRP II, ERP, Malzeme ihtiyaç planlaması, materials requirement planning, üretim kaynakları planlaması, manufacturing resource planning, kurumsal kaynak planlaması, enterprise resource planning
Modular construction involves prefabricating building components off-site and transporting them to the construction location for assembly. This document discusses the benefits of modular construction compared to standard construction methods. Some key benefits include reduced construction costs through industrialized manufacturing, faster installation times, standardized components that improve productivity, and reusability of modular units that provide flexibility. The document also explains modular coordination, which involves dimensioning buildings and components using a standard module unit of 100mm to facilitate industrialized production and assembly of standardized building parts.
This document outlines the career progression, duties, and requirements for promotion to Master Teacher I and Master Teacher II positions in the Philippines. It details the salary grades and differences, duties and responsibilities which include instructional leadership, training programs, mentoring teachers, and more. The criteria and requirements for promotion to each level are also specified, such as education level, experience, performance ratings, and merit points earned through leadership roles, research, community projects, and other achievements.
This document provides an overview of electronic control units (ECUs) in automobiles. It describes what an ECU is, its basic hardware components including a microprocessor and sensors, and how it operates using closed-loop control to monitor sensor outputs and control engine inputs. The document also discusses the AUTOSAR architecture for standardized ECU software, and some applications of ECUs like engine mapping and anti-lock braking systems. It notes challenges in designing robust ECUs that can withstand vehicle vibrations and temperature variations.
Victor Gruen designed the first shopping mall in 1956 in Edina, Minneapolis as an air-conditioned community space where people could gather, as he disliked cars and American suburbs. This shopping mall design remains in use today. Gruen thus created the modern shopping mall format.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the advantages of modular prefabricated construction compared to conventional construction methods. Modular construction involves pre-engineering, designing, and prefabricating building components in a controlled factory environment, which provides greater value through improved quality control, purchasing power, and efficiency. Key benefits of modular construction include reduced costs, faster construction time, standardized and interchangeable components, relocatability, and increased durability. The document is from a modular building company called Panel Built that provides prefabricated modular offices, buildings, and other structures.
This document discusses the benefits of modular building. Modular building components are completed in a factory which allows for efficient management and recycling of excess materials. Modular buildings are stronger than conventional construction methods as they need to withstand transportation. Modular construction is also 30-50% faster than other methods, resulting in less downtime and more time for business operations. Additional benefits of modular building are available at www.PanelBuilt.com.
Panel Built Inc. provides modular construction solutions including modular offices, mezzanines, and buildings. The document discusses factors to consider when planning a modular construction project such as location, environment, budget, and specific needs/concerns. It also introduces Panel Built's history, mission, products, operations, and past customers. Modular construction is highlighted as being more flexible, durable, and cost-effective than traditional construction methods.
The document discusses the advantages of modular construction over conventional construction methods. It states that modular construction allows for pre-engineering and prefabrication in a controlled factory environment, providing greater value through reduced costs, improved quality control, and faster installation compared to conventional on-site construction which faces challenges from weather, theft, and coordination of workers and supplies.
This presentation is about a lecture I gave within the "Software systems and services" immigration course at the Gran Sasso Science Institute, L'Aquila (Italy): http://cs.gssi.infn.it/.
http://www.ivanomalavolta.com
Why do you think Genzyme has diversified into other areas of medicine reeza fazily
Genzyme diversified into other areas of medicine and business ventures for several reasons:
1) To fully utilize their technology and expertise to help more patients with serious diseases.
2) To generate more stable cash flow to reinvest in research and development of new medicines.
3) There were many opportunities for industrial growth and diversification.
Some advantages of Genzyme's diversification included reducing risk by not relying on a single business, benefiting from synergies across areas by sharing resources and knowledge, and improving quality by strengthening related businesses. However, diversifying also carried higher risks and investment needs, potential loss of focus on their core products, and difficulties developing therapies for rare diseases with smaller patient populations.
The document discusses product architecture and its impact on key design considerations. It defines product architecture as the assignment of a product's functions to physical building blocks or "chunks". An effective architecture balances modularity and integration. It also outlines four steps to establish a product architecture: creating a schematic, clustering elements, laying elements out geometrically, and identifying fundamental and incidental interactions between chunks.
This document discusses alternative dispute resolution (ADR) techniques for resolving disputes outside of litigation. It defines ADR as approaches that resolve conflicts in a non-confrontational manner. The document then lists and describes the main ADR types: negotiation, mediation, arbitration, ombuds, and family group conferences. Negotiation involves voluntary participation with no third party, while mediation uses a third party facilitator. Arbitration employs a third party to impose a resolution. Ombuds and family group conferences are also discussed. The document concludes that the appropriate ADR technique depends on each situation.
The document discusses product architecture, which is the arrangement of functional elements into physical chunks or modules that make up the core building blocks of a product. It notes that product architecture is determined early in the development process and impacts factors like manufacturing cost, product evolution, and more. The document provides examples of modular versus integral architecture and walks through establishing the architecture for a sample desk jet printer.
MRP, MRP II, ERP, Malzeme ihtiyaç planlaması, materials requirement planning, üretim kaynakları planlaması, manufacturing resource planning, kurumsal kaynak planlaması, enterprise resource planning
Modular construction involves prefabricating building components off-site and transporting them to the construction location for assembly. This document discusses the benefits of modular construction compared to standard construction methods. Some key benefits include reduced construction costs through industrialized manufacturing, faster installation times, standardized components that improve productivity, and reusability of modular units that provide flexibility. The document also explains modular coordination, which involves dimensioning buildings and components using a standard module unit of 100mm to facilitate industrialized production and assembly of standardized building parts.
This document outlines the career progression, duties, and requirements for promotion to Master Teacher I and Master Teacher II positions in the Philippines. It details the salary grades and differences, duties and responsibilities which include instructional leadership, training programs, mentoring teachers, and more. The criteria and requirements for promotion to each level are also specified, such as education level, experience, performance ratings, and merit points earned through leadership roles, research, community projects, and other achievements.
This document provides an overview of electronic control units (ECUs) in automobiles. It describes what an ECU is, its basic hardware components including a microprocessor and sensors, and how it operates using closed-loop control to monitor sensor outputs and control engine inputs. The document also discusses the AUTOSAR architecture for standardized ECU software, and some applications of ECUs like engine mapping and anti-lock braking systems. It notes challenges in designing robust ECUs that can withstand vehicle vibrations and temperature variations.
Victor Gruen designed the first shopping mall in 1956 in Edina, Minneapolis as an air-conditioned community space where people could gather, as he disliked cars and American suburbs. This shopping mall design remains in use today. Gruen thus created the modern shopping mall format.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the advantages of modular prefabricated construction compared to conventional construction methods. Modular construction involves pre-engineering, designing, and prefabricating building components in a controlled factory environment, which provides greater value through improved quality control, purchasing power, and efficiency. Key benefits of modular construction include reduced costs, faster construction time, standardized and interchangeable components, relocatability, and increased durability. The document is from a modular building company called Panel Built that provides prefabricated modular offices, buildings, and other structures.
This document discusses the benefits of modular building. Modular building components are completed in a factory which allows for efficient management and recycling of excess materials. Modular buildings are stronger than conventional construction methods as they need to withstand transportation. Modular construction is also 30-50% faster than other methods, resulting in less downtime and more time for business operations. Additional benefits of modular building are available at www.PanelBuilt.com.
Panel Built Inc. provides modular construction solutions including modular offices, mezzanines, and buildings. The document discusses factors to consider when planning a modular construction project such as location, environment, budget, and specific needs/concerns. It also introduces Panel Built's history, mission, products, operations, and past customers. Modular construction is highlighted as being more flexible, durable, and cost-effective than traditional construction methods.
The document discusses the advantages of modular construction over conventional construction methods. It states that modular construction allows for pre-engineering and prefabrication in a controlled factory environment, providing greater value through reduced costs, improved quality control, and faster installation compared to conventional on-site construction which faces challenges from weather, theft, and coordination of workers and supplies.
Panel Built's modular office systems are specifically engineered for flexible design, easy installation, and durability. They provide safe, quiet offices for staff and visitors through options like pre-fabricated full height wall partitions, tall walls up to 60 feet for large facilities or equipment enclosures, and glass partitions that create monitoring areas without sacrificing appearance.
Modular construction provides benefits for education including flexibility to expand with floor plans that accommodate growth, lower costs that are 30% less to build and 70% less to operate compared to conventional construction, longevity as modular buildings are engineered to last longer when transported, and speed as construction is 60% faster allowing expansion around the school calendar. Modular construction also improves learning through sound insulation, natural light, and better indoor quality.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.