This talk by Rory Maxwell from Ethos explores how urban data can provide more confidence to disabled public transport users and help the live more independent lives to avoid social isolation.
Giles Perkins. Head of Future Mobility, WSP is Guest Speaker for a CILT Green Series webinar on Smart and Sustainable Mobility: Delivering Low Carbon Places
An overview of the lessons learned and resources available from the Clean Fleets project, dedicated to helping public authorities procure greener, more energy efficient vehicle fleets.
An overview of the lessons learned and resources available from the Clean Fleets project, dedicated to helping public authorities procure greener, more energy efficient vehicle fleets.
Giles Perkins. Head of Future Mobility, WSP is Guest Speaker for a CILT Green Series webinar on Smart and Sustainable Mobility: Delivering Low Carbon Places
An overview of the lessons learned and resources available from the Clean Fleets project, dedicated to helping public authorities procure greener, more energy efficient vehicle fleets.
An overview of the lessons learned and resources available from the Clean Fleets project, dedicated to helping public authorities procure greener, more energy efficient vehicle fleets.
O Centro de Excelência em BRT Across Latitudes and Cultures (ALC-BRT CoE) promoveu o Bus Rapid Transit (BRT) Workshop: Experiences and Challenges (Workshop BRT: Experiências e Desafios) dia 12/07/2013, no Rio de Janeiro. O curso foi organizado pela EMBARQ Brasil, com patrocínio da Fetranspor e da VREF (Volvo Research and Education Foundations).
Posters summarizing dissertation research projects to date, presented by MA and MSc students at the Institute for Transport Studies (ITS), University of Leeds, May 2014.
on.fb.me/1oSvcMT
www.its.leeds.ac.uk/courses/masters/dissertation
New Generation Transport (NGT) www.ngtmetro.com
presentation by Louise Porter & Tom Hacker, delivered to postgraduate students at the Institute for Transport Studies (ITS) University of Leeds, UK. 27 November 2014
During the 2019 NADO Annual Training Conference (October 19 - 22 in Reno, NV), Stephanie Sudano shared the North Carolina Department of Transportation's Project CASSI, Connected Autonomous Shuttles Supporting Information.
World Resources Institute Conference | Beijing, China 2016Texxi Global
Increasing highway capacity is not always a solution to the efficient mobility of people and goods as it leads to more traffic both on the new and existing roads
More traffic means more congestion
With current technology, more traffic means more road crashes, more pollution, more energy wasted, more parking congestion and increasing C02 and climate change
More reliance on car use for mobility leads to poor land use planning decisions and urban sprawl
Especially in towns and cities TDM can reduce the need for motorised transport
TDM can create better use of existing transport transport facilities
In some circumstances TDM can be a cost effective alternative to increasing capacity with new costly infrastructure
O Centro de Excelência em BRT Across Latitudes and Cultures (ALC-BRT CoE) promoveu o Bus Rapid Transit (BRT) Workshop: Experiences and Challenges (Workshop BRT: Experiências e Desafios) dia 12/07/2013, no Rio de Janeiro. O curso foi organizado pela EMBARQ Brasil, com patrocínio da Fetranspor e da VREF (Volvo Research and Education Foundations).
Posters summarizing dissertation research projects to date, presented by MA and MSc students at the Institute for Transport Studies (ITS), University of Leeds, May 2014.
on.fb.me/1oSvcMT
www.its.leeds.ac.uk/courses/masters/dissertation
New Generation Transport (NGT) www.ngtmetro.com
presentation by Louise Porter & Tom Hacker, delivered to postgraduate students at the Institute for Transport Studies (ITS) University of Leeds, UK. 27 November 2014
During the 2019 NADO Annual Training Conference (October 19 - 22 in Reno, NV), Stephanie Sudano shared the North Carolina Department of Transportation's Project CASSI, Connected Autonomous Shuttles Supporting Information.
World Resources Institute Conference | Beijing, China 2016Texxi Global
Increasing highway capacity is not always a solution to the efficient mobility of people and goods as it leads to more traffic both on the new and existing roads
More traffic means more congestion
With current technology, more traffic means more road crashes, more pollution, more energy wasted, more parking congestion and increasing C02 and climate change
More reliance on car use for mobility leads to poor land use planning decisions and urban sprawl
Especially in towns and cities TDM can reduce the need for motorised transport
TDM can create better use of existing transport transport facilities
In some circumstances TDM can be a cost effective alternative to increasing capacity with new costly infrastructure
100%Open - Autumn Union - feat. Department for Transport - "Digital Mobility:...David Simoes-Brown
On Wednesday 11th September, 100%Open and Department for Transport joined forces to present an open innovation topic in the transport sector - digital mobility. Our Speakers included, Meera Nayyar, Passenger Experience Team Leader at DfT, David Rajan, (Founder & Chairman at Centaur) Alex Shapland-Howes (Co-founder of Tandem) and Amit Tzur (Consultant at Deloitte), Warwick Goodall (Partner at PA Consulting) Craig Nelson ( Business Development Director at Swiftly) Richard Mason (Information Manager at Transport for the North) Ian Wright (Head of Innovation and Partnerships at Transport Focus) and Daniel Hobbs ( Principal Technologist).
100%Open - Autumn Union - feat. Department for Transport - "Digital Mobility:...David Simoes-Brown
On Wednesday 11th September, 100%Open and Department for Transport joined forces to present an open innovation topic in the transport sector - digital mobility. Our Speakers included, Meera Nayyar, Passenger Experience Team Leader at DfT, David Rajan, (Founder & Chairman at Centaur) Alex Shapland-Howes (Co-founder of Tandem) and Amit Tzur (Consultant at Deloitte), Warwick Goodall (Partner at PA Consulting) Craig Nelson ( Business Development Director at Swiftly) Richard Mason (Information Manager at Transport for the North) Ian Wright (Head of Innovation and Partnerships at Transport Focus) and Daniel Hobbs ( Principal Technologist).
Summary of the output from the problem framing workshop for the GeoVation Challenge 'How can we improve transport in Britain?' held at the London Transport Museum on 19 January 2011.
Encouraging public transport as a feasible option to passenger mobilityTristan Wiggill
A presentation by Mr Ofentse Mokwena (Lecturer: Department of Transport Economics and Logistics Management: NWU) at the Transport Forum special interest group proudly hosted by TCT in Cape Town on 10 December 2015. The theme for the event was: "Encouraging Public Transport". The topic of the presentation was: "Encouraging public transport as a feasible option to passenger mobility"
More like this on www.transportworldafrica.co.za
Ppp for solving public transport woes in indiaAmit Jain
The public transport in most of the cities are dependent on buses, auto rikshaws, cycle rikshaws which are not able to meet the demand, prone to accidents, delays & traffic jams. The cities need to create an efficient and affordable public transport services. The private sector may be invited through PPP to develop an integrated public transport system in a city. The private sector may charge an appropriate user fee (fare) from the users and earn revenue from commercial activities like advertising, renting & leasing of commercial spaces etc to cover his capital and recurring cost.
MBTA Passenger Communications Report - February 2014Marc Ebuña
A brief analysis of the methods employed to convey information to riders by the Massachusetts Bay Transportation Authority, the transit authority of the greater Boston metropolitan area. This report also underscores recent successes and identifies areas where significant improvement is needed in order for the transit agency to catch up to the rest of the transport industry. It briefly touches on the need to create a narrative with an appropriate tone with the same tools that enable the agency to listen to its riders, creating a dialogue of credibility and integrity.
CIPTEC project presentation at EU Mobility event 2016CIPTEC
Ciptec project presentation during an EU Mobility event in Cagliari, Sardinia on September 22 2016. The event was organized in the framework of the EU Mobility Week 2016
Talk by Sophie Meszaros from Open and Agile Smart Cities at Urban Data Talks #6 event on progress of european work on data spaces for sustainable smart cities and communities.
Inisghts from data to plan and optimise shared bike usageAlex Gluhak
Talk by Merja Kajava at Urban Data Talks #6 event, focused on how she uses urban data obtained from bike sharing docks and systems to better understand shared bike usage and improve the management of such systems
Talk by Roy Lin from Tapei Urban Intelligence Centre @Urban Data Talks#6 event. Background about the centre and use cases of how Taipei uses urban data and analytics to solve urban challenges the city faces.
Cities In Charge: How urban data can improve the operation of Public EV charg...Alex Gluhak
Talk by Sarah Gallacher at Urban Data Talks meetup #5 about Cities in Charge, a data-driven tool for local authorites to manage rollout and operation of public EV charge point infrastructure
Talk by Kris Vanherle sharing his story of building Telraam, a large crowd-sourced platform of traffic counting devices that empowers a growing international community of citizens to influence local mobility policy.
Leveraging the Platform effect for citiesAlex Gluhak
Urban Data Talks #4 presentation by Alanus von Radecki, Deutsches Kompetenz Zentrum fuer Staedte und Region, outlining how effective collaboration with various cities and municipal companies can support the scaling of smart city use cases.
Urban Data Talks #4 Presentation - Presentation by Jaime Ventura (Porto Digital) providing insights into the creation of Porto's open data platform, its internal workings and use cases realised on top of it.
Urban observatory talk by Phil James, Newcastle UniversityAlex Gluhak
Talk at Urban Data Talks Meetup event #3. Presents the urban obervatory in nNewcastle and how it allows agile policy making based on data from IoT deployments and existing urban infrastructure.
Smart Citizen - Sense Making - Óscar González, Fablab Barcelona Alex Gluhak
Talk at Urban Data Talks event #3. Fab Labs Barcelona's journey from Smart Cities to Smart Citizens. Tools and methodologies to empower smarter citizens
Local government levelled up - IoT innovation in NorfolkAlex Gluhak
This talk presented at Urban Data Talks#2 by Kurt Frary from Norfolk City Council provides an overview of a large number of IoT use cases carried out during the pandemic around an open LoRaWAN innovation network.
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...Alex Gluhak
This talk at the Urban Data Talks#2 by Allison Fairbrass (UCL), explores technology advances in biodiversity monitoring of cities, using IoT sensors and AI technologies.
Urban Data Talks #2 presentation, focused on how urban data such as footfall tells us about changing human behaviour pre-pandemic and for the economic recovery post pandemic.
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Show drafts
volume_up
Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
2. The problem - the need to do more with less.
● Local Authority budgets have been under considerable pressure for many years while at the same
time the population they support is getting older and more likely to live alone.
● There are a range of transport services available that are Bracknell Forest Council (BFC) provided,
along with voluntary and commercial offerings, all of which offer valuable assistance to the
vulnerable, but are resource constrained.
● Public transport alternatives are often less convenient for those with mobility challenges (they can
be busy and not always available when needed) leading to isolation and impacts on well-being.
● Ultimately, this reduction in independence can increase the likelihood of the vulnerable person
progressing into long term care, with associated costs for local authorities. (Approx £750 per
week in BFC)
2
InDependAbility
3. Phase 1 findings
● Considering the vulnerable and those at risk of isolation, the priority should be on helping those
citizens to make better use of the public transport system, within Bracknell that being the public
bus network.
● It is clear that when considering how vulnerable people might become more independent,
confidence is a key consideration.
● If they have some degree of certainty that public transport will be available and not overcrowded,
they are more likely to use it.
3
InDependAbility
4. Phase 2 approach
● Non-intrusive sensors installed in buses on selected routes.
● Detecting real-time occupancy and space availability.
● No individuals are identifiable.
● Routes were selected in consultation with bus company and BFC Adult Social Services to ensure
we target the best routes for the trial.
● In-home displays for the elderly / vulnerable to have real time access to bus availability
4
InDependAbility
5. Solution 1 Real time bus occupancy tracker
● Sensors provided real time updates on bus
occupancy, using top-down cameras.
● No facial recognition or other personal data is
recorded
● Occupancy availability data displayed on simple
screens at users’ homes and in selected locations
e.g. hospital reception, doctors’ practice reception
and the Lexicon.
● This information will give the user confidence that
the selected bus - both route and time - will meet
their needs.
5
Sensor in position
InDependAbility
6. Solution 1 Real time bus occupancy tracker
6
Typical route occupancy over a morning period
Passenger detection logger
InDependAbility
7. 7
Alternatively can aggregate to show trends of when bus routes are busier
Realtime occupancy on a given route
InDependAbility
9. Solution 2 In home display
● Simple user interface
● Can be placed in users homes, or
selected locations e.g. hospitals, GP
surgeries, supermarkets, other town
centre locations.
● Can be incorporated into a simple
dashboard (without too much
information)
9
InDependAbility
10. Solution 2 In home display
10
InDependAbility
Display is easily configurable to individual
user preferences
11. Who benefits?
The elderly and vulnerable citizen
Bus company and potentially other public
transport providers
Local authority - spending a lot of money
subsidising these routes.
11
With real time information including occupancy
levels, they now have the confidence to make
better use of public transport
With real time information, can plan routes and
revisions better to meet demand
Are they subsidising the right ones?
Long term savings in helping citizens to remain
independent i.e. less demand on care budgets
InDependAbility
12. Conclusions
● InDependAbility has developed 2 tech solutions - a real time bus occupancy tracker, and a
configurable in-home display
● Feasibility study has proven the technology works
● Covid has not helped!
○ More testing on buses would improve accuracy
○ The chance to deploy displays in homes / public locations would give valuable feedback
● Displays are open source - can easily configure multiple data sets from alternative counting
systems to give wider coverage
12
InDependAbility
13. Next steps
● Roll out and test in users’ homes
● Feedback from displays. Does this give users confidence? Does this give quantifiable increase in
bus usage for a given cohort(s)
● Easy to extend project to other local authorities under the same pressures
● Can we incorporate other counting technologies (e.g. from mobile phones) to give even better
assessment of occupancy? Covid 19 has changed what bus companies will now contemplate.
● With a wider rollout, can start to forecast occupancy based on historical data
13
InDependAbility