This course discusses color science and various lighting technologies, with a focus on LEDs. It covers topics like the nature of light, color perception, color measurement, and how different light sources render colors. The presentation explores challenges in quantifying color quality and discusses how LEDs can meet and exceed expectations for color rendering compared to other light sources. It provides examples of how high-quality color rendering from LEDs can benefit applications and industries.
Measuring Light Pollution - How New Technology is Making it Possible. Cindy Foster-Warthen
25 years after the term “light pollution” was coined, we still have a hard time understanding what it is. Measuring it is difficult and metrics to describe it are still being developed. Innovative techniques like all-sky imaging and high dynamic range photography are finally making it possible to accurately measure night sky brightness and glare. International Space Station and satellite imagery is also being used to measure global sky brightness and document trends in its proliferation. This session will demonstrate how to measure different aspects of light pollution and examine the metrics that have been developed to quantify it.
Presented by: Bob Parks
Smart Outdoor Lighting Alliance
Designing anew with OLED lighting - Presented by: Peter Ngai , Acuity BrandsCindy Foster-Warthen
This one-hour program introduces how OLEDs create new dimensions in lighting design for a multitude of lighting applications. This technology is not only highly efficient, but its thinness and noble character of light give it great flexibility in lighting design. This session will celebrate the design process and results achieved in real-world applications of OLED lighting. Discover the challenges, rewards, and breakthroughs in applying one of the most exciting technologies of today to invigorate the art and design of lighting. Examine the use of OLED technology through application examples, delve into the many considerations in the design and selection of luminaires, and explore how realized projects can impact human interactions with and perceived importance of light.
Residential Applications for LED Lighting: How LED lighting is creating opportunities for creating dynamic lighting layering in residential spaces
LEARNING OUTCOMES
To better understand the key benefits of using LED lighting in residential applications.
To better understand how LED technology is positively impacting lighting design objectives when using lighting layers.
To better understand the specific benefits of LED lighting in kitchen and baths.
To better understand the primary specification issues that designers and architects must define when selecting and applying LED decorative and architectural lighting in residential applications.
To analyze specific case studies of successful LED lighting application.
This session is proudly sponsored by Residential Lighting
Presented by: Joseph A. Rey-Barreau, AIA, IES, i
The NSF Engineering Research Center for Smart Lighting is developing intelligent controls and autonomous lighting systems that provide high-quality tunable illumination that adapts to human needs and environmental changes to enhance occupants’ performance, health and well-being. We introduce new sensing capabilities that allow lighting systems to detect and respond to changes in their environment, both in terms of a room’s illumination and the activities of its occupants. A key aspect of our approach is occupancy sensing and activity estimation using low-resolution distance sensors, which produce results comparable to cameras while preserving the occupants’ privacy. Knowing the occupants’ locations and activities allows our advanced control algorithms to deliver optimized lighting to any situation with minimal human intervention: “The Right Light, When and Where You Need It”. In addition, lighting will provide increased bandwidth for high-speed data access via illumination-integrated visible light communications. We will also discuss extensions of our smart lighting framework to broader contexts in which rooms react intelligently to their occupants, including advanced cognitive, immersive environments and integration with HVAC systems.
Presented by: Richard Radke
Smart Lighting Engineering Research Center @ RPI
Shedding Light on Lumens - Capturing the True Efficiency Of White LightCindy Foster-Warthen
Craig Bernecker and Naomi Miller, presenters: Lumens and foot-candles are measures of light so often considered critical to lighting design and the energy efficiency of lighting systems, yet the basis for these units is also often misunderstood. This seminar reviews the foundation for the lumen (and in turn, foot-candles), illustrates why the lumen often misrepresents the perceived quantity of light, and why the lumen is inadequate to describe nighttime visibility, circadian effect, lighting for plant growth, and more. Should we use different measures to evaluate the energy efficiency of lighting systems, especially LEDs?
Measuring Light Pollution - How New Technology is Making it Possible. Cindy Foster-Warthen
25 years after the term “light pollution” was coined, we still have a hard time understanding what it is. Measuring it is difficult and metrics to describe it are still being developed. Innovative techniques like all-sky imaging and high dynamic range photography are finally making it possible to accurately measure night sky brightness and glare. International Space Station and satellite imagery is also being used to measure global sky brightness and document trends in its proliferation. This session will demonstrate how to measure different aspects of light pollution and examine the metrics that have been developed to quantify it.
Presented by: Bob Parks
Smart Outdoor Lighting Alliance
Designing anew with OLED lighting - Presented by: Peter Ngai , Acuity BrandsCindy Foster-Warthen
This one-hour program introduces how OLEDs create new dimensions in lighting design for a multitude of lighting applications. This technology is not only highly efficient, but its thinness and noble character of light give it great flexibility in lighting design. This session will celebrate the design process and results achieved in real-world applications of OLED lighting. Discover the challenges, rewards, and breakthroughs in applying one of the most exciting technologies of today to invigorate the art and design of lighting. Examine the use of OLED technology through application examples, delve into the many considerations in the design and selection of luminaires, and explore how realized projects can impact human interactions with and perceived importance of light.
Residential Applications for LED Lighting: How LED lighting is creating opportunities for creating dynamic lighting layering in residential spaces
LEARNING OUTCOMES
To better understand the key benefits of using LED lighting in residential applications.
To better understand how LED technology is positively impacting lighting design objectives when using lighting layers.
To better understand the specific benefits of LED lighting in kitchen and baths.
To better understand the primary specification issues that designers and architects must define when selecting and applying LED decorative and architectural lighting in residential applications.
To analyze specific case studies of successful LED lighting application.
This session is proudly sponsored by Residential Lighting
Presented by: Joseph A. Rey-Barreau, AIA, IES, i
The NSF Engineering Research Center for Smart Lighting is developing intelligent controls and autonomous lighting systems that provide high-quality tunable illumination that adapts to human needs and environmental changes to enhance occupants’ performance, health and well-being. We introduce new sensing capabilities that allow lighting systems to detect and respond to changes in their environment, both in terms of a room’s illumination and the activities of its occupants. A key aspect of our approach is occupancy sensing and activity estimation using low-resolution distance sensors, which produce results comparable to cameras while preserving the occupants’ privacy. Knowing the occupants’ locations and activities allows our advanced control algorithms to deliver optimized lighting to any situation with minimal human intervention: “The Right Light, When and Where You Need It”. In addition, lighting will provide increased bandwidth for high-speed data access via illumination-integrated visible light communications. We will also discuss extensions of our smart lighting framework to broader contexts in which rooms react intelligently to their occupants, including advanced cognitive, immersive environments and integration with HVAC systems.
Presented by: Richard Radke
Smart Lighting Engineering Research Center @ RPI
Shedding Light on Lumens - Capturing the True Efficiency Of White LightCindy Foster-Warthen
Craig Bernecker and Naomi Miller, presenters: Lumens and foot-candles are measures of light so often considered critical to lighting design and the energy efficiency of lighting systems, yet the basis for these units is also often misunderstood. This seminar reviews the foundation for the lumen (and in turn, foot-candles), illustrates why the lumen often misrepresents the perceived quantity of light, and why the lumen is inadequate to describe nighttime visibility, circadian effect, lighting for plant growth, and more. Should we use different measures to evaluate the energy efficiency of lighting systems, especially LEDs?
LED Light Quality: Achieving natural dimming performance without flicker - Pr...Cindy Foster-Warthen
During this sessions, we will review the functions of components that make up an LED system, discover what characteristics of LED systems are required to achieve natural dimming performance, learn about what technologies are used to dim LEDs, define flicker, its causes and effects, learn how to mitigate the effects and understand how to reduce LED anomalies and assure desired performance.
Brother, can you spare a zone? Better design, smarter budgets and the fight f...Cindy Foster-Warthen
While light levels may be objectively measured, how we perceive light is entirely subjective. Light affects us on a primal emotional level. On a biological level, our brains are hardwired for long nights huddled around camp fires. More than just cycles of light and dark, color temperatures tied to the sun’s appearance at high noon and sunrise/sunset play a central role in regulating our body’s biochemistry. How light affects us changes throughout the course of our lives, can be culturally dependent and is ultimately, entirely personal. In order to illicit the desired emotional response, a lighting designer needs to be able to make choices about where, when, and what kind of light to put on any given surface. These choices need to be perfectly reproducible but also flexible and able to adapt to changes in ambient conditions and space usage requirements. This is what a lighting control system does. Designing a lighting control can be hard. Yes, it requires a thorough understanding of the technology, but that is not what makes it hard. What makes it hard is understanding how best to apply the technology within the context of the entirety of the job. What does the system need to be able to do, both now and in the future? How, and by whom, is the system is going to be used on a daily basis? What sort of special events, overrides and/or automatic triggers may help the space achieve the client’s desired level of efficiency? First and foremost, have you guaranteed that someone with no formal training or experience can easily turn on the lights? And what about the budget? It is easy to assume that hard means expensive. While that may be true for certain projects, it is by no means universally true. As I mentioned above, the difficult part is developing the detailed narrative. The actual equipment and installation required may not be very expensive in the scheme of your project. In fact, part of good design involves finding elegant solutions that streamline parts, pieces and installation requirements. A well designed system, tailored for your project and your needs, should cost less than a generic system capable of “doing it all.” Often, after careful analysis, a basic time clock and some presets may be all that a project needs. Make controls parts of your initial design conversation. They may not seem glamorous, but they give life to your design. They are the first thing your client experiences when they enter the space and the last thing they touch when they leave.
Presented by Dan Nichols, Architectural Business Development, Starlite Productions
Focusing on Problems with execution of integrating LED's into the Built Envir...Cindy Foster-Warthen
o save this event to your list and see who's attending!
★ Add To My Sched
Limited Capacity seats available
This panel discussion will focus on identifying current issues affecting LED reliability and fixture availability, ideas of how to resolve the current issues and identifying the 'team' members that we are missing so that individuals can be identified to potentially join the discussion and solution. Topics for discussion may include: changing components and specifications from the electronics manufacturers, inconsistencies in the quality, failures, color shift, lumen loss, warranty, etc.
Panelists:
C. Brooke Silber - Jan & Brooke Luminae
Gary Trott - Cree
Jim Benya - Benya Burnett Consultancy
Paul Gregory - Focus Lighting
Solid state lighting has made great advancements in the lighting field, but we still need to be attentive lighting quality and not get swept in by economic factors like cost & efficacy. Stroboscopic flicker has creeped back after it was eliminated from fluorescent lighting. Stroboscopic flicker what is it? How can we recognize it as designers and how do we decide where it is and is not acceptable (in architectural & automotive settings). We’ll present a few sample strobing rates for demonstration purposes.
Presented by: Natalia Lesniak
Task -Ambient lighting provides energy saving but space surrounding the users is dim and unpleasant. This study research into the proposal of an additional Surround Layer of light. It examined illumination requirements, dimensionality and appearance of the space by the use of Vector/Scalar and Task/Vertical Illumination Ratios. They were evaluated under several illuminance requirements, Task-Surround combinations and Surround Light source sizes. The results showed that by adding a Surround Light Layer, visual quality of space surrounding the users can be enhanced and energy savings can be achieved.
Presented by: Peter Ngai
VP, Innovation, Acuity Brands Lighting
California Title 24 in the LED Era - Presented by Jim Benya, Benya Burnett Co...Cindy Foster-Warthen
Sign up or log in to save this event to your list and see who's attending!
Find out what Title 24 -2013 is all about along with a hint of what to expect in 2016 from the US design industry’s leading expert in codes and standards and a member of the Title 24 development team for four decades.
A vertically integrated global manufacturer of energy-saving, smart LED Lighting solutions across all elements of lighting: Power, Control, Lamps and Luminaries with over 4000 products covering all aspects of commercial & domestic lighting for indoor/outdoor applications. From a truly diverse choice with cutting edge, minimalistic to elegant classics our lighting designs contribute to a healthier, sustainable environment.
Visit us at www.lumibright.co.uk
In an age where lighting technology is advancing far faster than the metrics used to define them we have a rare opportunity to redefine lighting for the better. In this talk, Paul will dig deep into existing lighting metrics and discuss the impact LED technology is having on them in the marketplace and if they need to change to be more human centric.
Presented by: Paul Taylor
Jake Dyson Light
LED Light Quality: Achieving natural dimming performance without flicker - Pr...Cindy Foster-Warthen
During this sessions, we will review the functions of components that make up an LED system, discover what characteristics of LED systems are required to achieve natural dimming performance, learn about what technologies are used to dim LEDs, define flicker, its causes and effects, learn how to mitigate the effects and understand how to reduce LED anomalies and assure desired performance.
Brother, can you spare a zone? Better design, smarter budgets and the fight f...Cindy Foster-Warthen
While light levels may be objectively measured, how we perceive light is entirely subjective. Light affects us on a primal emotional level. On a biological level, our brains are hardwired for long nights huddled around camp fires. More than just cycles of light and dark, color temperatures tied to the sun’s appearance at high noon and sunrise/sunset play a central role in regulating our body’s biochemistry. How light affects us changes throughout the course of our lives, can be culturally dependent and is ultimately, entirely personal. In order to illicit the desired emotional response, a lighting designer needs to be able to make choices about where, when, and what kind of light to put on any given surface. These choices need to be perfectly reproducible but also flexible and able to adapt to changes in ambient conditions and space usage requirements. This is what a lighting control system does. Designing a lighting control can be hard. Yes, it requires a thorough understanding of the technology, but that is not what makes it hard. What makes it hard is understanding how best to apply the technology within the context of the entirety of the job. What does the system need to be able to do, both now and in the future? How, and by whom, is the system is going to be used on a daily basis? What sort of special events, overrides and/or automatic triggers may help the space achieve the client’s desired level of efficiency? First and foremost, have you guaranteed that someone with no formal training or experience can easily turn on the lights? And what about the budget? It is easy to assume that hard means expensive. While that may be true for certain projects, it is by no means universally true. As I mentioned above, the difficult part is developing the detailed narrative. The actual equipment and installation required may not be very expensive in the scheme of your project. In fact, part of good design involves finding elegant solutions that streamline parts, pieces and installation requirements. A well designed system, tailored for your project and your needs, should cost less than a generic system capable of “doing it all.” Often, after careful analysis, a basic time clock and some presets may be all that a project needs. Make controls parts of your initial design conversation. They may not seem glamorous, but they give life to your design. They are the first thing your client experiences when they enter the space and the last thing they touch when they leave.
Presented by Dan Nichols, Architectural Business Development, Starlite Productions
Focusing on Problems with execution of integrating LED's into the Built Envir...Cindy Foster-Warthen
o save this event to your list and see who's attending!
★ Add To My Sched
Limited Capacity seats available
This panel discussion will focus on identifying current issues affecting LED reliability and fixture availability, ideas of how to resolve the current issues and identifying the 'team' members that we are missing so that individuals can be identified to potentially join the discussion and solution. Topics for discussion may include: changing components and specifications from the electronics manufacturers, inconsistencies in the quality, failures, color shift, lumen loss, warranty, etc.
Panelists:
C. Brooke Silber - Jan & Brooke Luminae
Gary Trott - Cree
Jim Benya - Benya Burnett Consultancy
Paul Gregory - Focus Lighting
Solid state lighting has made great advancements in the lighting field, but we still need to be attentive lighting quality and not get swept in by economic factors like cost & efficacy. Stroboscopic flicker has creeped back after it was eliminated from fluorescent lighting. Stroboscopic flicker what is it? How can we recognize it as designers and how do we decide where it is and is not acceptable (in architectural & automotive settings). We’ll present a few sample strobing rates for demonstration purposes.
Presented by: Natalia Lesniak
Task -Ambient lighting provides energy saving but space surrounding the users is dim and unpleasant. This study research into the proposal of an additional Surround Layer of light. It examined illumination requirements, dimensionality and appearance of the space by the use of Vector/Scalar and Task/Vertical Illumination Ratios. They were evaluated under several illuminance requirements, Task-Surround combinations and Surround Light source sizes. The results showed that by adding a Surround Light Layer, visual quality of space surrounding the users can be enhanced and energy savings can be achieved.
Presented by: Peter Ngai
VP, Innovation, Acuity Brands Lighting
California Title 24 in the LED Era - Presented by Jim Benya, Benya Burnett Co...Cindy Foster-Warthen
Sign up or log in to save this event to your list and see who's attending!
Find out what Title 24 -2013 is all about along with a hint of what to expect in 2016 from the US design industry’s leading expert in codes and standards and a member of the Title 24 development team for four decades.
A vertically integrated global manufacturer of energy-saving, smart LED Lighting solutions across all elements of lighting: Power, Control, Lamps and Luminaries with over 4000 products covering all aspects of commercial & domestic lighting for indoor/outdoor applications. From a truly diverse choice with cutting edge, minimalistic to elegant classics our lighting designs contribute to a healthier, sustainable environment.
Visit us at www.lumibright.co.uk
In an age where lighting technology is advancing far faster than the metrics used to define them we have a rare opportunity to redefine lighting for the better. In this talk, Paul will dig deep into existing lighting metrics and discuss the impact LED technology is having on them in the marketplace and if they need to change to be more human centric.
Presented by: Paul Taylor
Jake Dyson Light
Srishti Sharma,B.Sc-ID+ 2 Year Residential & Commercial Design Diplomadezyneecole
This Project has been Developed by the Student of Dezyne E'cole College Doing Her Interior Design Studies Bachelor Degree Programme + 2Yr Residential & Commercial Design Diploma Programme www.dezyneecole.com
Panel Discussion. Alfred Borden
Principal, The Lighting Practice; Naomi Miller
Senior Lighting Engineer, Pacific Northwest National Laboratory; Willem Sillevis Smitt,- Xicato; Kevin Willmorth, Lumenique LLC
History of lighting | quantum dots | PhonsiPhilippe Smet
Talk given at the MSCA Phonsi Summer School in Fréjus, France, May 22 2017. Contains historical overview of lighting technologies, key metrics in lighting. Focus on LED based lighting, with RGB, phosphor converted and quantum dot based LEDs.
Zercon- LED lighting manufactured in IndiaNidhi Modi
Zercon is Indias leading LED lighting companies manufactured in India. This is a joint venture between Sh. R.P. Khaitan (Jt. Managing Director Nippo Batteries Company Limited ). and Sh. Saleem Shervani, (MD of Shervani Industrial Syndicate Ltd and also a former Union Cabinet Minister.)
Evaluating Lighting Controls - Results from the Next Generation Luminaries D...Cindy Foster-Warthen
As lighting controls are perhaps the fastest moving aspect of lighting technology, this presentation discusses the recent evaluations of LED luminaires and lighting controls completed by the Next Generation Luminaires Design Competition. Unlike previous NGL presentations at LEDucation (and elsewhere), this session focuses on the evaluation of lighting controls, discussing both methodology and results. The presentation will cover NGL evaluations in four areas: (1) quantitative and visual evaluation of luminaires, (2) basic dimming of submitted luminaires using digital protocols, (3) color tuning controls, and (4) connected lighting systems. Objectives for the presentation include: assessing the submission requirements and evaluation methods; comparing results from current and recent competitions; identifying tentative conclusions based on the evaluation results; and highlighting areas for continuing evaluation. Ms. Taylor will be assisted in the presentation by Charles Thompson and Dan Blitzer
The Standard for Low Voltage Lighting Systems, UL 2108, was revised in 2015 to explicitly accommodate PoE Lighting Systems. These systems include a network switch serving as the LED driver, communications cable (Cat5 / Cat6, et al), and low voltage luminaires equipped with an RJ45 input port and the ability to communicate with the network switch. They offer far-reaching versatility for facility lighting control. Compliance with the NEC, however, requires detailed knowledge about several different but inter-related articles to establish a clear fit between the equipment and the requirements. Special applications, such as emergency lighting, pose additional challenges. This presentation will explore the standard and code issues that equipment producers, specifiers, installers, and authorities having jurisdiction should consider when developing, recommending, deploying, or approving such equipment.
Presented by : Michael Shulman, UL
How has Building Information Modeling (BIM) impacted the design and construction process? How does this affect the lighting industry and the workflow between lighting designers, architects and engineers? In this presentation, we’ll discuss strategies for effective collaboration using Autodesk Revit and utilizing the data within a building information model for downstream uses.
Presented by:
John Schippers, AIA
Lighting for Elders explores how health and safety can be improved for the elderly population through careful selection and placement of light fixtures and finishes.
Presented by: Lauren Roberts
Healthcare Market Development Manager, Visa Lighting
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
3. Credit(s) earned on completion of this course will be
reported to AIA CES for AIA members. Certificates of
Completion for both AIA members and non-AIA
members are available upon request.
This course is registered with AIA CES for
continuing professional education. As such, it does
not include content that may be deemed or
construed to be an approval or endorsement by the
AIA of any material of construction or any method or
manner of
handling, using, distributing, or dealing in any
material or product.
___________________________________________
Questions related to specific materials, methods, and services will
be addressed at the conclusion of this presentation.
4. Through the ongoing advancements of LED technology, the
possibility to provide improved color quality performance and
value to the application space has never been greater. This
presentation will address the aspects of color science and the
various light source technologies used for general illumination,
with a strong focus on Light Emitting Diodes (LEDs). Included
will be a review of the most widely adopted methods and
metrics for describing all aspects of color quality and
performance for general illumination solutions. Examples
illustrating the current and future possibilities for accurately
predicting color quality performance and value in the general
illumination space will be discussed.
5. 1. Exploring Light in Nature vs Man Made Light.
2. Light Source Science – LED and Traditional Technologies, A look
into the Future With LED
3. Understanding Object Color and the Importance of Broad Spectrum
Sources.
4. Challenges in Quantifying Color Quality
5. Meeting Color Quality Expectations in the Application Space
6. Light – What is it made of?
Light is made of waves
(technically: electromagnetic waves of radiant energy)
very small waves…
Lights wavelength is measured in
billionths of a meter, nanometer (nm)
UV, Infrared (IR) heat, cell phone radio
waves, X-rays are the same waves…
just longer or shorter
Visible Light is wavelengths between
380nm and 780nm
7. • Different Wavelengths = Different Colors
Light comes in different colors, spread across the rainbow of hues we
call the visible spectrum.
Red waves are the longest, purple the shortest
9. How Do Humans “See” Color?
• The eye contains cones and rods - cones are color sensitive and used for
high light level vision (photopic) , rods are for night vision (scotopic)
• Three types of cones – long, medium and short .. Sensitive to red, green
and blue areas of the visual spectrum
• Cones are concentrated in high density in fovea, Rods are spread across a
much larger area inside the eye
11. Color Intensity Perception
White light consists of many colors
mixed together
Natural White Light (such as
sunlight) consists of a continuous
spectrum of all colors
Wavelength
Power
Relative Human
Eye Sensitivity
13. 13
1931 CIE Chromaticity Diagram
1976 CIE Chromaticity Diagram
How It Works
• Monochromatic (“high Saturation”) colors are on the
outside edge of the diagram
“The Spectral Locus”
• All combinations of colors are on the inside, with white
colors in the middle
17. Steel @ 1500K
Warm White
B type star >11,000K
Cool White
Noon time sun @ ~ 6000K
Cool White
Blackbody Radiation
Tungsten @ 2700K
Warm White
1931 CIE Chromaticity Diagram
32. 32
• Even with the two source method choices abound
• Here is a system that starts and ends on the BBC
6500K
2700K
2700
Tc(K)
6500
Two Source White Color Tuning
Credit: Finelite, Inc.
33. 33
• Here is a system that starts above the Black Body Curve and ends
below it
6500K
2700K
2700
Tc(K)
6500
Two Source White Color Tuning
Credit: Finelite, Inc.
34. 34
• Customer acceptance will determine which two source White Color
Systems provides the best value
6500K
2700K
2700
Tc(K)
6500
Two Source White Color Tuning
Credit: Finelite, Inc.
37. Color Rendering Index (CRI)
– A quantitative measure of the ability of a light source to reproduce
the colors of various objects faithfully in comparison with an ideal
or natural light source
– Ranges from 0 (poor) to 100 (excellent)
40. Color Rendering Index
Daylight
In general terms, CRI (Ra) is a measure of a light source's ability to show
object colors "realistically" or "naturally" compared to a familiar reference
source, either incandescent light or daylight.
None of the 8 test colors used to calculate CRI are saturated. So, CRI is a
poor measure for indicating how well a light source illuminates saturated
colors.
Even with a high CRI (Ra), color rendering of saturated colors can be poor.
45. This produce may appear
reasonable under a broader
color spectrum source.
Why is full spectrum color important?
What would you expect to happen
under a Low Pressure Sodium lamp?
Color Contrast
52. Published in March 2015
Collaborative paper between CLTC, University of British Columbia and the National Research Council of Canada.
High Color Rendering Can Enable Better Vision
without Requiring More Power
53.
54. Dim-to-Warm Solutions
EXAMPLE:
• Follows above curve from 2700K to 1800K
• At 1800K, similar color to candle light,
sunset, and sunrise
• High CRI throughout dimming
• Color changes naturally just as an incandescent lamp
64. 69Long Term Color Point Stability
This is poor color consistency…
Typical Fluorescent and Metal Halide Challenges
Greater Possibilities With LED Solutions