This study focuses on the effects of interactive energy visualization in residential domain to understand if an energy interface with social and competitive elements motivates residential users to become proactive in energy conservation; further verifying effectiveness of such interfaces in increasing awareness at community level.
HCI - Human.Computer.Interaction Project - CS 489 / CS 449 - University of Wa...Talha Khalid
Lead a team project - at the University of Waterloo - to design a software prototype for a group of PhD students, based on the HCI Contextual Design philosophies of Hugh Beyer and Karen Holtzblatt; worked within a group of 5 software engineering and/or computer science students as part of the CS 489 (CS 449) course, taught by Michael Terry at the University of Waterloo.
-
The Opus Magnum of my UWaterloo Experience | Final Course Grade: 87%
• Lead a team to design a software prototype for PhD chemists; vigorously extracted tangible, data-driven user needs through Contextual Design
• Contextual Inquiry: Interviewed users, gathered requirements, vigorously extracted user needs
• Design: Managed the project; lead brainstorming, design and debriefing sessions
• Prototyping: Applied user-centered design techniques, quick prototyping, and evaluation methods
The document discusses Michigan's efforts to address the ongoing transmission of bovine tuberculosis from deer to cattle, including the development of Wildlife Risk Mitigation Plans to assess risks and implement practices to reduce disease transmission at livestock operations. Producers in high-risk areas are eligible for cost-sharing to install fencing and hoop barns, and the state is focusing resources on verification of breeding stock operations' mitigation plans as an important step in breaking the cycle of infection. A proposed new memorandum of understanding would expand risk-reduced areas and testing requirements based on verification of Wildlife Risk Mitigation Plans.
Poster106: Profitable smallholder beef production in Vietnam forages - enabli...CIAT
1) This document discusses the evolution of a project in Vietnam that introduced forage crops to smallholder farmers to improve cattle production. Between 2000-2009, adoption of forages increased from 20 to nearly 2,500 households.
2) The project's focus shifted over time from evaluating forages to improving cattle production through feeding, and then to building market-oriented cattle production and scaling out innovations. This enabled farmers to transition from traditional to market-oriented cattle rearing.
3) Key outcomes included farmers changing cattle management practices like fattening, adopting larger cattle breeds, and increased household incomes from cattle. The stakeholder partnerships also grew in complexity over time to support scaling out beyond research stations.
B4FA 2012 Ghana: Plant Genetic Resources in Ghana - Lawrence Aboagyeb4fa
Presentation by Lawrence Aboagye, Plant Genetic Resources Research Institute, Bunso, Ghana
Delivered at the B4FA Media Dialogue Workshop, Accra, Ghana - September 2012
www.b4fa.org
The document discusses the Food Security and Famine Early Warning System (FEWS) and its objectives. FEWS seeks to monitor food security situations, detect changes that could affect food availability, and facilitate identification of response strategies. It provides early warning information to answer questions about populations facing food insecurity, the impacts of events on food security, and best response approaches. FEWS indicators are used to assess food availability and access.
This study focuses on the effects of interactive energy visualization in residential domain to understand if an energy interface with social and competitive elements motivates residential users to become proactive in energy conservation; further verifying effectiveness of such interfaces in increasing awareness at community level.
HCI - Human.Computer.Interaction Project - CS 489 / CS 449 - University of Wa...Talha Khalid
Lead a team project - at the University of Waterloo - to design a software prototype for a group of PhD students, based on the HCI Contextual Design philosophies of Hugh Beyer and Karen Holtzblatt; worked within a group of 5 software engineering and/or computer science students as part of the CS 489 (CS 449) course, taught by Michael Terry at the University of Waterloo.
-
The Opus Magnum of my UWaterloo Experience | Final Course Grade: 87%
• Lead a team to design a software prototype for PhD chemists; vigorously extracted tangible, data-driven user needs through Contextual Design
• Contextual Inquiry: Interviewed users, gathered requirements, vigorously extracted user needs
• Design: Managed the project; lead brainstorming, design and debriefing sessions
• Prototyping: Applied user-centered design techniques, quick prototyping, and evaluation methods
The document discusses Michigan's efforts to address the ongoing transmission of bovine tuberculosis from deer to cattle, including the development of Wildlife Risk Mitigation Plans to assess risks and implement practices to reduce disease transmission at livestock operations. Producers in high-risk areas are eligible for cost-sharing to install fencing and hoop barns, and the state is focusing resources on verification of breeding stock operations' mitigation plans as an important step in breaking the cycle of infection. A proposed new memorandum of understanding would expand risk-reduced areas and testing requirements based on verification of Wildlife Risk Mitigation Plans.
Poster106: Profitable smallholder beef production in Vietnam forages - enabli...CIAT
1) This document discusses the evolution of a project in Vietnam that introduced forage crops to smallholder farmers to improve cattle production. Between 2000-2009, adoption of forages increased from 20 to nearly 2,500 households.
2) The project's focus shifted over time from evaluating forages to improving cattle production through feeding, and then to building market-oriented cattle production and scaling out innovations. This enabled farmers to transition from traditional to market-oriented cattle rearing.
3) Key outcomes included farmers changing cattle management practices like fattening, adopting larger cattle breeds, and increased household incomes from cattle. The stakeholder partnerships also grew in complexity over time to support scaling out beyond research stations.
B4FA 2012 Ghana: Plant Genetic Resources in Ghana - Lawrence Aboagyeb4fa
Presentation by Lawrence Aboagye, Plant Genetic Resources Research Institute, Bunso, Ghana
Delivered at the B4FA Media Dialogue Workshop, Accra, Ghana - September 2012
www.b4fa.org
The document discusses the Food Security and Famine Early Warning System (FEWS) and its objectives. FEWS seeks to monitor food security situations, detect changes that could affect food availability, and facilitate identification of response strategies. It provides early warning information to answer questions about populations facing food insecurity, the impacts of events on food security, and best response approaches. FEWS indicators are used to assess food availability and access.
This document proposes AssessmentGRID, a scalable information ecosystem that provides coupled decision support at multiple levels to optimize outcomes. It would integrate observation, modeling, and data management systems to support issues like disaster response, health, energy, climate, water, weather, ecosystems, agriculture and biodiversity. Key components would include a geodetic control network, imagery, boundaries and other geospatial data. It discusses making this sustainable by establishing producers and consumers that can exchange value through metrics tracking usage. It calls for various organizations to take action to fully realize this vision and address global challenges around food security, climate change and limited resources.
The document describes AGCommons, an information dissemination infrastructure that aims to:
1) Support diverse needs with a common platform that leverages existing networks like cellular, mesh, VSAT, and radio.
2) Allow for local languages and provide site-specific information.
3) Move from static to dynamic and "real time" capabilities by integrating data silos and enabling temporal functionality.
This document discusses different types of partners for AGCommons:
- Implementation Partners provide local expertise and relationships to ensure sustainable solutions that align with AGCommons goals.
- Technology/Business Partners support an inclusive approach and have skills to disseminate data through products and information exchange.
- Donor Partners support the coordinated AGCommons platform to enable broader impact and sustainable value through accessing economies of scale.
Together these partner types form an "ecology" to advance AGCommons through local capacity, leveraging the shared platform, expertise, relationships, inclusive technologies, entrepreneurship, program alignment and achieving scale.
This document discusses the potential for AGCommons to provide location-specific advisory services to various groups involved in agriculture. Some key points are:
1) AGCommons could provide timely advisory services and information to farmers, communities, organizations and others on topics like weather, crop conditions, market prices, best practices based on data from sources like satellites and research.
2) The information would need to be relevant, actionable, timely, reliable and easily understood to be useful for advising decisions. It should build on past advice and good practices.
3) Real-time data from sources like satellites could help shorten information cycles and allow for more updated advisories and short-term predictions to build trust.
Presented by Stanley Wood (IFPRI/HarvestChoice) at the CGIAR-CSI Annual Meeting 2009: Mapping Our Future. March 31 - April 4, 2009, ILRI Campus, Nairobi, Kenya
[Day 2] Center Presentation: Bioversity and CIATcsi2009
Presented by Andy Jarvis (Bioversity), Andy Farrow (CIAT), and Glenn Hyman (CIAT) at the
CGIAR-CSI Annual Meeting 2009: Mapping Our Future. March 31 - April 4, 2009, ILRI Campus, Nairobi, Kenya
Presented by Mohammad AgusSalim (CIFOR) at the CGIAR-CSI Annual Meeting 2009: Mapping Our Future. March 31 - April 4, 2009, ILRI Campus, Nairobi, Kenya
The document outlines a regional plan for collective action in Eastern and Southern Africa to address agricultural problems through coordinated research. The plan aims to 1) provide clarity on current agricultural research in the region, 2) develop a program of work addressing both regional and systemic priorities, and 3) foster a results-oriented culture based on shared knowledge and action. A key part of the plan is an interactive online map that identifies who is conducting what research where, in order to increase transparency, collaboration and economies of scale. The map is intended to support both CGIAR and African development agendas going forward.
Presented by Salman Asif Siddiqui (ICIMOD) at the CGIAR-CSI Annual Meeting 2009: Mapping Our Future. March 31 - April 4, 2009, ILRI Campus, Nairobi, Kenya
This document proposes AssessmentGRID, a scalable information ecosystem that provides coupled decision support at multiple levels to optimize outcomes. It would integrate observation, modeling, and data management systems to support issues like disaster response, health, energy, climate, water, weather, ecosystems, agriculture and biodiversity. Key components would include a geodetic control network, imagery, boundaries and other geospatial data. It discusses making this sustainable by establishing producers and consumers that can exchange value through metrics tracking usage. It calls for various organizations to take action to fully realize this vision and address global challenges around food security, climate change and limited resources.
The document describes AGCommons, an information dissemination infrastructure that aims to:
1) Support diverse needs with a common platform that leverages existing networks like cellular, mesh, VSAT, and radio.
2) Allow for local languages and provide site-specific information.
3) Move from static to dynamic and "real time" capabilities by integrating data silos and enabling temporal functionality.
This document discusses different types of partners for AGCommons:
- Implementation Partners provide local expertise and relationships to ensure sustainable solutions that align with AGCommons goals.
- Technology/Business Partners support an inclusive approach and have skills to disseminate data through products and information exchange.
- Donor Partners support the coordinated AGCommons platform to enable broader impact and sustainable value through accessing economies of scale.
Together these partner types form an "ecology" to advance AGCommons through local capacity, leveraging the shared platform, expertise, relationships, inclusive technologies, entrepreneurship, program alignment and achieving scale.
This document discusses the potential for AGCommons to provide location-specific advisory services to various groups involved in agriculture. Some key points are:
1) AGCommons could provide timely advisory services and information to farmers, communities, organizations and others on topics like weather, crop conditions, market prices, best practices based on data from sources like satellites and research.
2) The information would need to be relevant, actionable, timely, reliable and easily understood to be useful for advising decisions. It should build on past advice and good practices.
3) Real-time data from sources like satellites could help shorten information cycles and allow for more updated advisories and short-term predictions to build trust.
Presented by Stanley Wood (IFPRI/HarvestChoice) at the CGIAR-CSI Annual Meeting 2009: Mapping Our Future. March 31 - April 4, 2009, ILRI Campus, Nairobi, Kenya
[Day 2] Center Presentation: Bioversity and CIATcsi2009
Presented by Andy Jarvis (Bioversity), Andy Farrow (CIAT), and Glenn Hyman (CIAT) at the
CGIAR-CSI Annual Meeting 2009: Mapping Our Future. March 31 - April 4, 2009, ILRI Campus, Nairobi, Kenya
Presented by Mohammad AgusSalim (CIFOR) at the CGIAR-CSI Annual Meeting 2009: Mapping Our Future. March 31 - April 4, 2009, ILRI Campus, Nairobi, Kenya
The document outlines a regional plan for collective action in Eastern and Southern Africa to address agricultural problems through coordinated research. The plan aims to 1) provide clarity on current agricultural research in the region, 2) develop a program of work addressing both regional and systemic priorities, and 3) foster a results-oriented culture based on shared knowledge and action. A key part of the plan is an interactive online map that identifies who is conducting what research where, in order to increase transparency, collaboration and economies of scale. The map is intended to support both CGIAR and African development agendas going forward.
Presented by Salman Asif Siddiqui (ICIMOD) at the CGIAR-CSI Annual Meeting 2009: Mapping Our Future. March 31 - April 4, 2009, ILRI Campus, Nairobi, Kenya
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
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.
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.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
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.
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:
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!
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.
Infrastructure Challenges in Scaling RAG with Custom AI models
[Day 2] Center Presentation: WFP
1. The role of GIS in delivering
Effective Humanitarian Assistance
George Mu’ammar
VAM - Food Security Analysis Service
United Nations World Food Programme, Rome, ITALY
george.muammar@wfp.org
2. The World Food Programme
WFP is largest food aid agency of the UN
working in more than 80 countries
worldwide
The main priority of WFP is to:
Provide timely and appropriate
humanitarian assistance to save lives
and protect livelihoods of the poor and
vulnerable households against shocks
and food emergencies
3. WFP’s Mission
• “WFP is the food aid arm of the United Nations system.
Food aid is one of the many instruments that can help to
promote food security, which is defined as the access of
all people at all times to the food needed for an active
and healthy life.”
• “WFP will concentrate its efforts and resources on the
neediest people.”
• “WFP will focus on those aspects […] where food-
based interventions are most useful.
4. WFP Programming challenge
• Locating the hungry and neediest
– Who are the most hungry and at risk populations?
(population groups)
– Where do they live? (geographical location)
– How many they are? (beneficiary estimates)
– Why they are hungry / what are risk factors?
– When will intervention be necessary (Early Warning)
– For how long ? (response duration)
– How much assistance (resource mobilization)
– What are appropriate responses? (intervention modality,
logistics, procurement, programming)
– Can this re-occur ? (Monitoring and Emergency Prepardness)
• Ensuring their effective and timely integration
into WFP's programming.
5. Training and Capacity Development
• Training on assessments
• Deployment of PDAs for data collection
• Mapping, G.I.S. and Spatial Analysis
6. Assessment Activities
Comprehensive Food Security
and Vulnerability Analysis
CFSVA
ENA /
EFSA FSMS
Emergency Food Security
Needs Assessment / Monitoring Systems
E. Food Security (incl. Market price
Assessment monitoring)
10. Food Security Information and Outcome
Measurement Strategy
time
Comprehensive
F. S. & V.
FSMMS – Assessment
F.S. &
Markets Adjustment
Emergency F.S.
Monitoring Assessment / Feed-
System back
CFSVA (2)
Adjust-
ment
Feed-
back
Contingency
Plan EMOP
PRRO
CP Outcome
Phase- out Measurement
Early
hand-over
Shock event
Warning
Emergency F.S. EMOP
Assessment
11. Comprehensive Food Security and
Vulnerability Assessment
• Food security
– “…all people…, all times, have Households Current Food Security
access to sufficient ….food.. to 3,600,000 poor
3,200,000
meet their needs….” (WFS - borderline
2,800,000
FAO 1996) adequate
2,400,000
– Proxy indicator: Food 2,000,000
Consumption 1,600,000
• Based on 7 day recall of diet 1,200,000
diversity of household 800,000
• Number of foods eaten in 7 400,000
days 0
North Sudan Darfur Southern
+ 3 Areas Sudan
12. Livelihood Analysis
agriculture production livestock rearing
Estimated annual income ($/household)
• Households have
4000
crop sale livestock sale
market gardening cash crop sale
different & brewing fishing
3500
unskilled labour skilled labour
handicrafts… natural resources
multiple, petty trade trading
3000
income salaries-wages
livelihoods porter begging
gov allowance other
2500
strategies to 2000
secure income
and food 1500
1000
500
0
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15. Yesterday: NDVI-based Drought Analysis
Drought risk –
Flood risk – anomalies is dekad
localised Flood Frequency
Inland Water
29 in historical NDVI
Main Rivers High : 17 %
anomalies in National Boundary
Drought risk –
Administrative Units Level 1 Low : 0 %
historical NDVI Administrative Units Level 2
Neighbouring Countries
anomalies is dekad
Sea
15 in historical NDVI
Probability of Drought
Inland Water
High : 5 %
0 30 60 Main Rivers
120 180 240
Kilometers
0 30 60 120 180 240
National Boundary Kilometers
Low : 0 %
Administrative Units Level 1
Administrative Units Level 2
0 30 60 120 180 240 Neighbouring Countries
Kilometers
Sea
17. %
%
%
%
%
Probability of %
“severe” (*)
drought
(*) Severe drought is defined
as a season where the
WRSI for sorghum
remains below 50%
Based on 11 years
observations
18. Number of households and
Vulnerability
Households
3,600,000 complex food
3,200,000 insecure
cyclic - chronic
• Combining exposure of 2,800,000
food insecure
livelihood groups to 2,400,000
vulnerable to
drought shock, current 2,000,000 any drought
food consumption and vulnerable to
1,600,000
the wealth index severe drought
1,200,000
households are not vulnerable
800,000
categorized according
400,000
to vulnerability to
0
drought.
North Darfur Southern
Sudan + 3 Sudan
Areas
19. Risk Analysis –
Vulnerability to
“severe” (*)
drought
(*) Proportion of households
expected to become food
insecure during a season
when the WRSI of sorghum
is less than 50%
20. Drought risk to Food Sec.
Conclusion:
• Vulnerable
households living in
areas where drought
occurs at least every
10 years are
considered at risk
23. Emergency
Prepardness
and Response
Unit
Contact:
Amy Horton – Deputy Chief
amy.horton@wfp.org
24.
25.
26.
27. Development Risk
Solutions
Unit
Contact:
Bronwyn Cousins - Business Analyst
bronwyn.cousins@wfp.org
28. Development Risk Solutions Platform
VAM Maps & Operational Cost
Total Response
Weather Population by
Cost by Region
Information Profiles = Country
# in Need
29. Climate Change - Estimating Cost Impact
Response Cost
Total Response
Weather Estimated Estimate by
Cost by Region
Information # in Need Country
• The impact of climate change can be estimated in two ways:
– Direct physical impact on weather events and crops of predicted
changes in temperature, rainfall
• Established discipline of agro-meteorology and hydro agro-
meteorology
• Input rainfall and PET fields into DRSP can be varied
– Ricardian Approach
• Assumes responses to climate in the observed past can be used to
estimate changes in future, without needing to model these changes
explicitly
• All approaches considered, but direct approach has some
advantages
– Potentially easier to engage country counterparts and transfer
modeling technologies