The document discusses how networked technologies like social media, mobile devices, and alert systems can transform homeland security by empowering the public to become partners rather than just recipients of information. It argues that these networked technologies allow for more effective emergency response in a crisis by spreading information in real-time to the edges of the network. However, it notes that policies, procedures, and partnerships still need to be developed to better govern and improve public participation when utilizing these networked technologies for homeland security.
The document discusses how FEMA used the GovDelivery collaboration platform to engage stakeholders during National Preparedness Month in September. Some key activities included hosting discussions on forums, sharing photos, maintaining an events calendar, and promoting a FEMA preparedness community website. The outreach efforts were successful, driving over 8,900 new users to register on the community site from a variety of affiliations, and generating thousands of clicks from tweets and other promotions.
Welcome to This Week in Neo4j, where we round up the last week in the world of graph databases. This week our Chief Scientist Dr Jim Webber describes how to run Neo4j in a Multi Data Center Environment, Max De Marzi shows us how to find the shortest path on a rail network, and Stefan Bieliauskas shows us why graphs are a perfect fit for modeling data provenance
Welcome to This Week in Neo4j, where this week we have a presentation explaining why you need graph technology on Google Kubernetes Engine, as well as a blog post explaining how to reveal malware relationships using Neo4j.
We also have the next part in the BBC GoodFood series, the graph technology landscape, and a novel approach for finding unique speakers from their voice print.
My keynote @ the GOVIS conference in New Zealand, in which I outlined a comprehensive "democratizing data" strategy, its benefits given the current global economic/political crisis, & challenged New Zealand to take the world lead in making the concept a reality
Mobile phones may not be the best way to disseminate information during a crisis. The cell network is already stressed under normal conditions and will become overloaded during an emergency. When a crisis occurs, people's priority is often to share information with their social networks on mobile phones rather than receiving official communications. Instead of pushing messages to audiences, organizations should listen to how the crisis is being discussed on mobile devices and social media and provide information that addresses people's actual needs. Mobile technology provides opportunities for two-way communication that can help response efforts.
This document discusses how mobile phones can be used effectively during a crisis to share information. It notes that trying to push information to people on their mobile phones during an emergency may not work well due to network stresses. Instead, it suggests listening to what information people want to share about the crisis through their personal and social media use on mobile devices. Mobile phones can provide valuable insights into an unfolding crisis situation from first-hand sources.
The document discusses how FEMA used the GovDelivery collaboration platform to engage stakeholders during National Preparedness Month in September. Some key activities included hosting discussions on forums, sharing photos, maintaining an events calendar, and promoting a FEMA preparedness community website. The outreach efforts were successful, driving over 8,900 new users to register on the community site from a variety of affiliations, and generating thousands of clicks from tweets and other promotions.
Welcome to This Week in Neo4j, where we round up the last week in the world of graph databases. This week our Chief Scientist Dr Jim Webber describes how to run Neo4j in a Multi Data Center Environment, Max De Marzi shows us how to find the shortest path on a rail network, and Stefan Bieliauskas shows us why graphs are a perfect fit for modeling data provenance
Welcome to This Week in Neo4j, where this week we have a presentation explaining why you need graph technology on Google Kubernetes Engine, as well as a blog post explaining how to reveal malware relationships using Neo4j.
We also have the next part in the BBC GoodFood series, the graph technology landscape, and a novel approach for finding unique speakers from their voice print.
My keynote @ the GOVIS conference in New Zealand, in which I outlined a comprehensive "democratizing data" strategy, its benefits given the current global economic/political crisis, & challenged New Zealand to take the world lead in making the concept a reality
Mobile phones may not be the best way to disseminate information during a crisis. The cell network is already stressed under normal conditions and will become overloaded during an emergency. When a crisis occurs, people's priority is often to share information with their social networks on mobile phones rather than receiving official communications. Instead of pushing messages to audiences, organizations should listen to how the crisis is being discussed on mobile devices and social media and provide information that addresses people's actual needs. Mobile technology provides opportunities for two-way communication that can help response efforts.
This document discusses how mobile phones can be used effectively during a crisis to share information. It notes that trying to push information to people on their mobile phones during an emergency may not work well due to network stresses. Instead, it suggests listening to what information people want to share about the crisis through their personal and social media use on mobile devices. Mobile phones can provide valuable insights into an unfolding crisis situation from first-hand sources.
The RFS uses several technologies and social media platforms in crisis response situations, including line scanning, aircraft cameras, lightning strike data, mobile warnings apps, and multiple Twitter, Facebook, and YouTube accounts. During fires, the RFS provides real-time incident information through RSS feeds and maps on their website. However, technology also poses challenges as loss of communications towers could limit situational awareness, and unsafe wind conditions may ground aircraft and helicopters. The RFS aims to engage in social media conversations to disseminate safety messages while monitoring the dynamic online landscape.
The document discusses various tools and methods used by the National Weather Service (NWS) to provide weather situational awareness and emergency communications, including through social media. It describes communication platforms like NWSChat, Twitter, Facebook, and mobile apps that allow two-way information sharing. It emphasizes using social media to have a "transactional" relationship with the public, where information is confirmed from multiple sources before taking protective action. The NWS is experimenting with social media to better engage the public and emergency managers in weather discussions and decision-making.
1. The document discusses the emerging concept of the Internet of Things (IoT) and spimes, which are physical objects augmented with sensing, processing and communication capabilities.
2. It notes that as physical objects become connected to the internet, they will outnumber humans and computers by orders of magnitude, with estimates of over 10 billion connected physical objects within the next few decades.
3. The document argues that as physical objects become aware of their surroundings and able to communicate data about the environment, it will lead to new applications and ways of understanding the world around us.
The Internet Of Things - TechnoArk 2009David Orban
This document discusses the concept of "spimes", which are physical objects embedded with sensors and communication capabilities that allow them to share information about themselves and their surroundings over time. It notes that as spimes become more prevalent, transitioning from around 25 billion objects today to a potential 7 trillion objects in the future, they will fundamentally change how people and society interact with physical things and data. However, this transition also raises several dilemmas and challenges that will need to be addressed.
This document summarizes discussions and information shared at the International Association of Emergency Managers (IAEM) conference. Over 2,200 people pre-registered for the conference and attendance was expected to top 2,500. Sessions covered topics like social media use during emergencies, the need for common terminology in alerts, and empowering emergency managers through training and resources. Presenters discussed challenges like loss of connectivity during disasters and how to improve national preparedness.
There were three times as many natural disasters between 2000 to 2009 as compared to the amount between 1980 and 1989. As a result, companies and organizations need to be prepared for natural disasters by planning, preparing, and having the ability to continue operations even after such events. Additionally, some disruptions like certain weather patterns are becoming more predictable due to increased data and technology, allowing organizations to take preventative action in advance. Overall, disruptions from any cause should be considered the norm that businesses plan for rather than anomalies.
Heather Blanchard's presentation at the Public Health Preparedness Conference on February 25, 2011. For more information about the conference click here: http://www.phprep.org/
TIGER/Line Data in the Cloud - Tom MacWrightCrisisCommons
The document summarizes making open TIGER/Line data from the US Census Bureau useful in the cloud. It details that over 125GB of TIGER/Line road and geographic boundary data took over 12 hours to download, unzip, and upload to Amazon's cloud. Once in the cloud, a mapping server could be booted up in a minute and the TIGER data connected in two minutes, providing open-source mapping capabilities for over 14,000 school districts and areas without restrictive licenses. Cloud computing allows for scalability while open-source mapping software enables grassroots involvement in projects like OpenStreetMap.
OpenStreetMap in Palestine - Mikel MaronCrisisCommons
OpenStreetMap aimed to create a free and open map of Palestine by crowdsourcing mapping contributions. They found that existing maps were expensive, outdated, incomplete or politically biased. The project partnered with local organizations to test mapping on the ground and collect existing data. It then conducted a successful fundraising campaign to obtain aerial imagery in order to rapidly map roads and points of interest across the West Bank and Gaza.
Google Kipendo is Google's crisis response function that aims to build relationships with other organizations, integrate their data with Google technology, and provide an awareness platform before, during, and after crises. The goal is to improve Google's crisis response capabilities. It has growing staff of full-time employees and others contributing 20% of their time. At the event, the Google Kipendo team wanted to learn what assistance is needed from others, who can help, and what not to do, and share ideas like Google MapMaker and data/imagery sharing of medical, logistical, and avoidance area information.
Wireless Devices, Africa, And Public Policy - Kenneth BrownCrisisCommons
Lionchase Holdings proposes creating an "Open Zone Wireless" experiment in an African nation to bring new device manufacturing and wireless infrastructure to the region. The experiment would establish a network-neutral zone for wireless devices to stimulate innovation, job creation, and trade. Lionchase outlines goals of empowering the participating African nation, establishing new manufacturing standards, and collecting valuable data to fund the project and benefit partners through app sales, banking, and other services on the open wireless network. Lionchase seeks additional partners and funding to launch the $15 million pilot program and help the selected African country become a leader in wireless technology advancement.
Sahana is free and open source disaster management software that was created in response to the 2004 Indian Ocean tsunami. It provides scalable information management with modules to track missing persons, requests for aid, shelter locations, and other essential disaster response functions. Since 2005, Sahana has been deployed for disasters in numerous countries and continues to develop new features while expanding its user community worldwide.
The document summarizes a conference sponsored by the World Bank on disaster risk management. It thanks the sponsors and gives special thanks to the World Bank disaster risk management team. It lists the first and second speaker groups which include people from organizations like the US Emergency Operations Center, Edelman, Gregelin.com, OSM Foundation, Sahana Software Foundation, World Bank, Booz Allen, Google, and others who will be discussing topics like mobile phones in crises, the semantic web, open source disaster management systems, citizen reporting, social media uses, and cloud-based data.
The document discusses moving from a command and control approach to public health management to one of management and influence with emergent coherence. It proposes creating an extensible, developed, global, event-driven extreme collaboration hub (EDGE) to facilitate information sharing. The EDGE would allow sharing of information from any source, discussions before events occur, asking for and finding resources to close transactions, and crowdsourcing for effective surveillance. It would connect emerging tools and legacy systems to share patient records and prioritize care.
Crisis Networking and Public Warning in Disaster - Colin FloodCrisisCommons
This document discusses a student's senior thesis topic on the future of disaster public warning systems in the United States. The student plans to investigate current federal and local warning systems, as well as how Harvard University issues emergency notifications. They will also examine how informal warning networks spread information rapidly during crises. The goal of the research is to determine how official warning systems can better utilize informal crisis networks for two-way communication and information gathering during emergencies.
The Central America Probabilistic Risk Assessment (CAPRA) is a tool that can be used to understand, communicate, and support decisions around various natural hazards in Central America. CAPRA allows users to assess risk from earthquakes, hurricanes, intense rain, volcanoes, tsunamis and other events, and to analyze vulnerability, risk, and the potential costs and benefits of different risk reduction strategies. The software provides probabilistic risk modeling, risk mapping, and can help with land use planning and risk financing decisions.
Citizen Participation in Crisis Response & Rebuilding involves starting with an idea, finding engineers to build software and tools to address citizen needs during emergencies, launching platforms to share data and provide feeds and APIs, giving feedback to iterate and improve solutions, and continuing to build supportive communities. The document references examples like Twitter Vote Report and Ushahidi that created tools to help during disasters like Hurricane Katrina by working within existing information flows and identifying ways citizens could support each other.
The document summarizes key concepts related to the Semantic Web in 5 minutes or less:
1) It defines APIs as a "remote control for software" that allows software to request and share data.
2) Resources are any digital object that can be identified on the web, such as documents, books, and people.
3) Triples use the structure of subject-predicate-object to express relationships between resources, like "Clay Shirky wrote Here Comes Everyone."
4) The Semantic Web enables "automated content enhancement" by linking resources on the web through the use of triples.
5) Linked Open Data aims to link data on the web in the same open and
Common Alerting Protocol/Interopeable DataCrisisCommons
The document discusses the Common Alerting Protocol (CAP), which is an international standard format for exchanging emergency alerts and warnings. It allows alerts to be easily disseminated across various networks and devices. The document outlines what CAP is, why standards are important, examples of how CAP can be used, and its structure. Future directions of CAP include increased use that could save more lives and protect more property.
The document discusses various topics related to telecommunications in Africa including failed text messages, CGI scripting, content management systems, application frameworks, and an artist's impression of a vacuum. It also includes codes for a patient requiring immediate inpatient care and contact information for Schuyler Erle.
The document discusses various topics related to telecommunications in Africa including failed text messages, CGI scripting, content management systems, application frameworks, and an artist's impression of a vacuum. It also includes codes for a patient requiring immediate inpatient care and contact information for Schuyler Erle.
More Related Content
Similar to Networked Homeland Security - David Stephenson
The RFS uses several technologies and social media platforms in crisis response situations, including line scanning, aircraft cameras, lightning strike data, mobile warnings apps, and multiple Twitter, Facebook, and YouTube accounts. During fires, the RFS provides real-time incident information through RSS feeds and maps on their website. However, technology also poses challenges as loss of communications towers could limit situational awareness, and unsafe wind conditions may ground aircraft and helicopters. The RFS aims to engage in social media conversations to disseminate safety messages while monitoring the dynamic online landscape.
The document discusses various tools and methods used by the National Weather Service (NWS) to provide weather situational awareness and emergency communications, including through social media. It describes communication platforms like NWSChat, Twitter, Facebook, and mobile apps that allow two-way information sharing. It emphasizes using social media to have a "transactional" relationship with the public, where information is confirmed from multiple sources before taking protective action. The NWS is experimenting with social media to better engage the public and emergency managers in weather discussions and decision-making.
1. The document discusses the emerging concept of the Internet of Things (IoT) and spimes, which are physical objects augmented with sensing, processing and communication capabilities.
2. It notes that as physical objects become connected to the internet, they will outnumber humans and computers by orders of magnitude, with estimates of over 10 billion connected physical objects within the next few decades.
3. The document argues that as physical objects become aware of their surroundings and able to communicate data about the environment, it will lead to new applications and ways of understanding the world around us.
The Internet Of Things - TechnoArk 2009David Orban
This document discusses the concept of "spimes", which are physical objects embedded with sensors and communication capabilities that allow them to share information about themselves and their surroundings over time. It notes that as spimes become more prevalent, transitioning from around 25 billion objects today to a potential 7 trillion objects in the future, they will fundamentally change how people and society interact with physical things and data. However, this transition also raises several dilemmas and challenges that will need to be addressed.
This document summarizes discussions and information shared at the International Association of Emergency Managers (IAEM) conference. Over 2,200 people pre-registered for the conference and attendance was expected to top 2,500. Sessions covered topics like social media use during emergencies, the need for common terminology in alerts, and empowering emergency managers through training and resources. Presenters discussed challenges like loss of connectivity during disasters and how to improve national preparedness.
There were three times as many natural disasters between 2000 to 2009 as compared to the amount between 1980 and 1989. As a result, companies and organizations need to be prepared for natural disasters by planning, preparing, and having the ability to continue operations even after such events. Additionally, some disruptions like certain weather patterns are becoming more predictable due to increased data and technology, allowing organizations to take preventative action in advance. Overall, disruptions from any cause should be considered the norm that businesses plan for rather than anomalies.
Similar to Networked Homeland Security - David Stephenson (7)
Heather Blanchard's presentation at the Public Health Preparedness Conference on February 25, 2011. For more information about the conference click here: http://www.phprep.org/
TIGER/Line Data in the Cloud - Tom MacWrightCrisisCommons
The document summarizes making open TIGER/Line data from the US Census Bureau useful in the cloud. It details that over 125GB of TIGER/Line road and geographic boundary data took over 12 hours to download, unzip, and upload to Amazon's cloud. Once in the cloud, a mapping server could be booted up in a minute and the TIGER data connected in two minutes, providing open-source mapping capabilities for over 14,000 school districts and areas without restrictive licenses. Cloud computing allows for scalability while open-source mapping software enables grassroots involvement in projects like OpenStreetMap.
OpenStreetMap in Palestine - Mikel MaronCrisisCommons
OpenStreetMap aimed to create a free and open map of Palestine by crowdsourcing mapping contributions. They found that existing maps were expensive, outdated, incomplete or politically biased. The project partnered with local organizations to test mapping on the ground and collect existing data. It then conducted a successful fundraising campaign to obtain aerial imagery in order to rapidly map roads and points of interest across the West Bank and Gaza.
Google Kipendo is Google's crisis response function that aims to build relationships with other organizations, integrate their data with Google technology, and provide an awareness platform before, during, and after crises. The goal is to improve Google's crisis response capabilities. It has growing staff of full-time employees and others contributing 20% of their time. At the event, the Google Kipendo team wanted to learn what assistance is needed from others, who can help, and what not to do, and share ideas like Google MapMaker and data/imagery sharing of medical, logistical, and avoidance area information.
Wireless Devices, Africa, And Public Policy - Kenneth BrownCrisisCommons
Lionchase Holdings proposes creating an "Open Zone Wireless" experiment in an African nation to bring new device manufacturing and wireless infrastructure to the region. The experiment would establish a network-neutral zone for wireless devices to stimulate innovation, job creation, and trade. Lionchase outlines goals of empowering the participating African nation, establishing new manufacturing standards, and collecting valuable data to fund the project and benefit partners through app sales, banking, and other services on the open wireless network. Lionchase seeks additional partners and funding to launch the $15 million pilot program and help the selected African country become a leader in wireless technology advancement.
Sahana is free and open source disaster management software that was created in response to the 2004 Indian Ocean tsunami. It provides scalable information management with modules to track missing persons, requests for aid, shelter locations, and other essential disaster response functions. Since 2005, Sahana has been deployed for disasters in numerous countries and continues to develop new features while expanding its user community worldwide.
The document summarizes a conference sponsored by the World Bank on disaster risk management. It thanks the sponsors and gives special thanks to the World Bank disaster risk management team. It lists the first and second speaker groups which include people from organizations like the US Emergency Operations Center, Edelman, Gregelin.com, OSM Foundation, Sahana Software Foundation, World Bank, Booz Allen, Google, and others who will be discussing topics like mobile phones in crises, the semantic web, open source disaster management systems, citizen reporting, social media uses, and cloud-based data.
The document discusses moving from a command and control approach to public health management to one of management and influence with emergent coherence. It proposes creating an extensible, developed, global, event-driven extreme collaboration hub (EDGE) to facilitate information sharing. The EDGE would allow sharing of information from any source, discussions before events occur, asking for and finding resources to close transactions, and crowdsourcing for effective surveillance. It would connect emerging tools and legacy systems to share patient records and prioritize care.
Crisis Networking and Public Warning in Disaster - Colin FloodCrisisCommons
This document discusses a student's senior thesis topic on the future of disaster public warning systems in the United States. The student plans to investigate current federal and local warning systems, as well as how Harvard University issues emergency notifications. They will also examine how informal warning networks spread information rapidly during crises. The goal of the research is to determine how official warning systems can better utilize informal crisis networks for two-way communication and information gathering during emergencies.
The Central America Probabilistic Risk Assessment (CAPRA) is a tool that can be used to understand, communicate, and support decisions around various natural hazards in Central America. CAPRA allows users to assess risk from earthquakes, hurricanes, intense rain, volcanoes, tsunamis and other events, and to analyze vulnerability, risk, and the potential costs and benefits of different risk reduction strategies. The software provides probabilistic risk modeling, risk mapping, and can help with land use planning and risk financing decisions.
Citizen Participation in Crisis Response & Rebuilding involves starting with an idea, finding engineers to build software and tools to address citizen needs during emergencies, launching platforms to share data and provide feeds and APIs, giving feedback to iterate and improve solutions, and continuing to build supportive communities. The document references examples like Twitter Vote Report and Ushahidi that created tools to help during disasters like Hurricane Katrina by working within existing information flows and identifying ways citizens could support each other.
The document summarizes key concepts related to the Semantic Web in 5 minutes or less:
1) It defines APIs as a "remote control for software" that allows software to request and share data.
2) Resources are any digital object that can be identified on the web, such as documents, books, and people.
3) Triples use the structure of subject-predicate-object to express relationships between resources, like "Clay Shirky wrote Here Comes Everyone."
4) The Semantic Web enables "automated content enhancement" by linking resources on the web through the use of triples.
5) Linked Open Data aims to link data on the web in the same open and
Common Alerting Protocol/Interopeable DataCrisisCommons
The document discusses the Common Alerting Protocol (CAP), which is an international standard format for exchanging emergency alerts and warnings. It allows alerts to be easily disseminated across various networks and devices. The document outlines what CAP is, why standards are important, examples of how CAP can be used, and its structure. Future directions of CAP include increased use that could save more lives and protect more property.
The document discusses various topics related to telecommunications in Africa including failed text messages, CGI scripting, content management systems, application frameworks, and an artist's impression of a vacuum. It also includes codes for a patient requiring immediate inpatient care and contact information for Schuyler Erle.
The document discusses various topics related to telecommunications in Africa including failed text messages, CGI scripting, content management systems, application frameworks, and an artist's impression of a vacuum. It also includes codes for a patient requiring immediate inpatient care and contact information for Schuyler Erle.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
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
“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.
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
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.
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
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
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15. The mix: CAP content alert xmlns='http://www.incident.com/cap/1.0'> <identifier>KSTO1055887203</identifier> <sender>KSTO@NWS.NOAA.GOV</sender> <sent>2003-06-17T14:57:00-07:00</sent> <status>Actual</status> <msgType>Alert</msgType> <scope>Public</scope> <info> <category>Met</category> <event>SEVERE THUNDERSTORM</event> <urgency>Severe</urgency> <certainty>Likely</certainty> <senderName>NATIONAL WEATHER SERVICE SACRAMENTO</senderName> <headline>SEVERE THUNDERSTORM WARNING</headline> <description>SEVERE THUNDERSTORM OVER SOUTH CENTRAL ALPINE COUNTY</description> <instruction>TAKE COVER IN A SUBSTANTIAL SHELTER UNTIL THE STORM PASSES</instruction> <contact>BARUFFALDI/JUSKIE</contact> <area> <areaDesc>EXTREME NORTH CENTRAL TUOLUMNE COUNTY IN CALIFORNIA, </areaDesc> <polygon>38.47,-120.14 38.34,-119.95 38.52,-119.74 38.62,-119.89 38.47,-120.14</polygon>
20. For more information on Networked Homeland Security, contact: Stephenson Strategies 508 740-8918 [email_address]
Editor's Notes
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More and more powerful mobile personal communication devices plus clever applications and entrepreneurial services to capitalize on those devices, have transformed our lives. Increasingly, those devices are also networked -- they can communicate directly with each other, upsetting the old top-down, hierarchical communications structure where everything went through a centralized system. Increasingly, we’re in charge.
While I believe what I call “government in your hand” will eventually alter the relationship between government and the public in a wide range of areas, perhaps no area of government services could benefit more from empowering the general public than emergency response, especially when in those extreme situations such as 9/11 or Katrina when the unexpected happens and/or conventional responses are inadequate.
I had my own personal experience of the need for a new approach in February, 2007. I was driving back to Boston from DC when I got caught in the Valentine's Day storm that left I-78 a 50-mile long parking lot. Governor Rendell, who found out about the incident only indirectly hours after it reached a crisis stage, was livid. He said the situation was “a total communications breakdown.” As I wrote in an op-ed in the Harrisburg Patriot-News , the approach I'm about to describe could have at least mitigated, if not eliminated, the crisis.
When conventional approaches fail in situations such as these, the public faces a stark reality. As the Washington Post wrote after Katrina: “ “ ..the twin hurricanes ... touched off a nationwide conversation about disaster preparedness. The mantra, being repeated by civilians and government officials alike, is: We are on our own . ---”Hurricanes Prompt Many to Be More Prepared for Disaster, “ Washington Post , Oct. 16, 2005 If that's the case, then government must do everything possible to help us function on our own in a crisis, especially to communicate among ourselves to plan ad hoc strategies.
While it didn’t receive a lot of media coverage, that’s exactly what happened during Katrina -- people just did it themselves: Spurred by word of mouth, hundreds of Cajuns spontaneously navigated their small boats to New Orleans in an ad hoc citizens flotilla, the “Cajun Navy,” rescuing nearly 4,000 survivors. Richard Zuschlag, co-founder of Acadian Ambulance Service, used his 200 ambulances, plus medevac helicopters, to evacuate 7,000, while also providing the only reliable emergency communications system. This picture shows one of many low-powered radio repeaters that tekkies installed on rooftops around the city, to allow basic communication. Note the graphic! and many people were still able to send text message even if they couldn’t use voice.
The time has come to give the approach capitalizing on the new networked communication devices in an emergency a name, and to elevate them to their rightful place as a critical component of anti-terror and disaster preparation and response: what I call networked homeland security .
The networked homeland security approach works because it capitalizes on the convergence of three aspects of networks and their behavior. The first, as explained by John Arquilla and David Ronfeldt in their book Networks and Netwars , is that “it takes a network to fight a network.” There’s no question that one of the reasons for the terrorists’ success is that they use a networked strategy, without hierarchical, top-down control, with largely autonomous, self-organizing cells. That kind of organization simply can’t be defeated by a top-down, hierarchical response. In the same vein, natural disasters -- unpredictable, fast-changing, exacting a particularly heavy toll on the most vulnerable -- are similar in many ways to the terrorists, and, similarly, demand a flexible, self-organizing response.
The second aspect of networks converging today is technological: as this “picture” of the Internet shows, any device that has an Internet Protocol (IP) address, as well as any content that is broken up into digital packets, can move through the Internet, routing around obstacles and breakages, without the vulnerability to obsolete, hierarchical networks. That kind of flexibility is crucial in a disaster.
The most important aspect of networks in terms of the networked homeland security approachis the phenomenon of social network theory, which has developed in the past 30 years to explain the functioning of social networks, and why they are so robust. In particular, the concept that networks that have many loose connections -- or “weak ties” -- to those outside the main network can actually be more effective, is critical for homeland security, because response may require knitting together a range of loosely-linked networks in real time.
The critical aspect of networked homeland security making it so well suited to chaotic situations such as 9/11 or Katrina that require ad hoc , on-the-spot responses, is the result of the synergies between: technological networks formed by the communication devices and social networks The potential result is a powerful phenomenon first observed in social insects such as bees, ants, and termites. Scientists find these simple, primitive organisms, functioning without a strong leader, are capable of amazingly sophisticated collaborative action, such as construction of this complex termite mound. Researchers call this emergent behavior or swarm intelligence. The group's behavior is often unpredictable, emerging from the collective interactions of all of the individuals, governed by simple rules. Researchers, including Eric Bonabeau, who co-authored a paper with me on the application of “swarm intelligence” to homeland security, have created rigorous mathematical formulas to describe the activities of social insects, and are now applying those formulas to human management issues. Perhaps the most striking example of emergent behavior in action was the Flight 93 passengers: strangers thrown together under the worst possible circumstances, with “situational awareness” provided by relatives via their cell phones, who quickly evolved what proved to be the only effective response on 911.
This approach isn’t the kind of elegant, streamlined response that some strive for in tabletop disaster drills, but neither are the circumstances encountered in actual disasters. When faced with the unpredictable and fast-changing, a networked response is precisely what you need, because it just works.
The next few slides show possible components of a networked homeland security strategy. I refer to them collectively as “the mix” -- not the formula -- because none are critical, and any components are still functioning in an actual crisis can play a role, a crucial strength of this approach. The few devices and applications I will describe are only a selection of a constantly expanding array. Driven by a combination of technological imperatives and entrepreneurialism, the options available during an emergency to create a networked strategy will only increase. As long as you have access to some IP- based devices and packet-based information, an effective networked homeland security response can be cobbled together, in real-time, based on whatever devices people still have access to and which still work, even if the fixed infrastructure and normal chains-of-command are impaired or absent.
Text messaging, because it is so concise and uses so little bandwidth, is ideal for crisis communications. When nothing else worked on 9/11, Blackberries still did. During Katrina, when so many cell towers were down, people who knew how to text could message even if voice calls wouldn’t get through. On Wednesday, those of us on Twitter knew about the shootings long before the official DC Alerts bulletin.
Ideally, if your command structure is still intact, you can send messages to people’s cell phones formatted by the Common Alerting Protocol, or CAP, an XML schema that systematizes the information through tags such as “certainty,” “urgency,” and “instructions,” and then broadcasts them to the appropriate geographic polygons.
As more smartphones, which can store data, are used, a networked homeland security strategy will include pushing as much information to users in advance, as I did with my series of Terrorism Survival Planners, databases prepared specifically for easy 3-click retrieval. That way, during the crisis it’s only necessary to distribute information that would alert users as to which of the information they already have is relevant, instead of having to send massive amounts of data. With this information stored on their smartphones, even if all communication was interrupted, people would still have the basic information they’d need to respond calmly and appropriately.
In a crisis, when damage assessments, obstacles on roads, and other kinds of situational awareness are crucial but first responders are overwhelmed with other responsibilities, another content from the public possible under a networked homeland security strategy can be absolutely invaluable: real-time, location-based information via their cameraphones for situational awareness. With public education programs such as Pennsylvania’s outstanding Terrorism Awareness and Protection one, the public will know what kind of information would be useful to authorities, and simple, interactive processes can be implemented to protect innocent people from harassment and privacy violations.
Several applications that are part of the mix will help visualize how to capitalize on the networked aspect of these communication devices, and thereby encourage the higher level, swarm intelligence needed to work collaboratively to create an ad hoc response in the middle of a crisis. One comes from the CUWiN activist group in Champaign-Urbana: free, downloadable software that lets people create instant, self-forming, self-healing mesh networks to link a neighborhood. Mesh networks, because each node becomes a repeater, can then expand the outside limits of the neighborhood net to larger and larger parts of the community. Or, in situations such as the I-78 blizzard, it would have been possible to create a 50-mile long, 4-lane wide network if the truckers who were stuck had CUWiN on their laptops.
All devices to make networked homeland security a reality are in use, but several components to tie them into an effective system must still be developed: Similar to football, an online “playbook” including information modules and communication options that could be combined in various ways depending on how an actual crisis evolved and its characteristics. Just as the quarterback calls the actual play based on his reading of the defense's alignment, the situation would dictate the actual deployment. Interactive means to educate people about what kind of information could be valuable to authorities, and to avoid frivolous or criminal use. Similarly, guidance is needed to help the public use the networked devices effectively in an emergency, vs. uses that might exacerbate the problems. Objective criteria to help authorities evaluate the stream of new communi-cation devices and applications to determine their applicability to the networked homeland security approach. Means, based on psychological research, to increase the likelihood of swarm intelligence actually emerging in a crisis. This system depends on willing involvement of commercial vendors. A framework for such a system must be developed and participants recruited. Perhaps most necessary is an attitudinal shift on officials' part to treat the public as partners in emergency preparation and response. This does not just happen, but will require manuals and workshops.