The document discusses emerging technologies and their future impacts. It notes that growth can be linear, exponential, or discontinuous. While hardware continues to advance exponentially per Moore's law, software progress has slowed. The document outlines many developing technologies like AI, nanotechnology, biotechnology, and virtual reality that could drive discontinuous changes greater than the internet. It envisions a future with advanced computation, extended lifespans, integrated human-machine capabilities, and expanded access to space.
The document discusses the future of technology and outlines different paradigms of growth including linear, exponential, and discontinuous change. It notes that while hardware improvements will likely continue unabated due to Moore's Law, software progress faces more challenges. The document also explores potential emerging technologies like artificial intelligence, molecular nanotechnology, life extension, virtual and augmented reality, and their potential impacts, which could include changes greater than the internet.
The document discusses the future of technology and outlines different paradigms of growth including linear, exponential, and discontinuous change. It notes that while hardware improvements will likely continue unabated due to Moore's Law, software progress faces more challenges. The document also explores potential emerging technologies like artificial intelligence, molecular nanotechnology, life extension, virtual and augmented reality, and their potential impacts, which could include a change greater than the Internet.
The document discusses various paradigms of technological growth including linear, exponential, and discontinuous changes. It notes that while hardware continues to advance exponentially per Moore's Law, software progress has been more linear. The document predicts that in the next 50 years there will be both exponential and discontinuous technological changes that could have a greater impact than the Internet, such as advances in artificial intelligence, molecular nanotechnology, anti-aging, quantum computing, and more. It outlines several emerging and future technologies across computation, biotechnology, space exploration, and other fields.
Future of Technology - Nov 2008 updateMelanie Swan
The status of key contemporary science and technology research areas that could potentially have an Internet-level impact and a guide to how we think about growth and change.
The document discusses frameworks for understanding technological change, noting that growth is not just linear or exponential but can also be discontinuous. It argues that a general framework is needed and that technology is immersing other areas in exponential and discontinuous change. Over the next 50 years, there may be changes greater than the Internet that combine linear, exponential, and discontinuous growth patterns.
Future of Technology - Jan 2008 updateMelanie Swan
What will be the next Internet? 11 revolutionary technologies are shaping the future: molecular nanotechnology, biotechnology and personalized medicine, synthetic biology, life extension and anti-aging therapies, robotics, artificial intelligence, intelligence augmentation, virtual reality, fabbing, quantum computing and affordable space launch.
This is a January 2008 update to the similar October 2007 presentation.
The document discusses the future of technology and outlines different paradigms of growth including linear, exponential, and discontinuous change. It notes that while hardware improvements will likely continue unabated due to Moore's Law, software progress faces more challenges. The document also explores potential emerging technologies like artificial intelligence, molecular nanotechnology, life extension, virtual and augmented reality, and their potential impacts, which could include changes greater than the internet.
The document discusses the future of technology and outlines different paradigms of growth including linear, exponential, and discontinuous change. It notes that while hardware improvements will likely continue unabated due to Moore's Law, software progress faces more challenges. The document also explores potential emerging technologies like artificial intelligence, molecular nanotechnology, life extension, virtual and augmented reality, and their potential impacts, which could include a change greater than the Internet.
The document discusses various paradigms of technological growth including linear, exponential, and discontinuous changes. It notes that while hardware continues to advance exponentially per Moore's Law, software progress has been more linear. The document predicts that in the next 50 years there will be both exponential and discontinuous technological changes that could have a greater impact than the Internet, such as advances in artificial intelligence, molecular nanotechnology, anti-aging, quantum computing, and more. It outlines several emerging and future technologies across computation, biotechnology, space exploration, and other fields.
Future of Technology - Nov 2008 updateMelanie Swan
The status of key contemporary science and technology research areas that could potentially have an Internet-level impact and a guide to how we think about growth and change.
The document discusses frameworks for understanding technological change, noting that growth is not just linear or exponential but can also be discontinuous. It argues that a general framework is needed and that technology is immersing other areas in exponential and discontinuous change. Over the next 50 years, there may be changes greater than the Internet that combine linear, exponential, and discontinuous growth patterns.
Future of Technology - Jan 2008 updateMelanie Swan
What will be the next Internet? 11 revolutionary technologies are shaping the future: molecular nanotechnology, biotechnology and personalized medicine, synthetic biology, life extension and anti-aging therapies, robotics, artificial intelligence, intelligence augmentation, virtual reality, fabbing, quantum computing and affordable space launch.
This is a January 2008 update to the similar October 2007 presentation.
This document summarizes Alexandru Iovanovici's background and research interests. It discusses his educational background, publications, work experience, and personal projects related to embedded systems and robotics using Arduino. It then provides an overview of the Internet of Things (IoT), including trends, issues, and a bio-inspired approach to managing large-scale heterogeneous sensor networks. Iovanovici proposes investigating the applicability of bio-inspiration to organize and manage IoT networks through simulation. Finally, it discusses current IoT implementations, alliances, and the state of the industry.
1. The document discusses emerging trends and innovations in information technology that will shape the future, including faster and more efficient hardware, advanced software and interfaces, intelligent software agents, and ubiquitous computing integrated into everyday tools and environments.
2. It also explores how nanotechnology, artificial life, and the convergence of information technology with biology may further transform society through microscopic machines, synthetic organisms, and enhancements to human abilities.
3. The future of information technology raises important questions about privacy, autonomy, and how technology can be developed and used to empower or control people.
Introducing the Internet of Things: lecture @IULM UniversityLeandro Agro'
This document discusses the Internet of Things (IoT) and how connected devices and sensors will continue to proliferate and connect physical objects to the internet. It notes that while internet access is widespread, the number of connected objects is still small compared to unconnected objects. It envisions that the next revolution will be connecting previously unconnected objects and networks of sensors. It discusses how technologies like mobile phones, social networks, open hardware, and self-tracking are enabling more connectivity between people, devices, and data. The size of the IoT market is forecasted to grow exponentially in the coming years.
Opening talk at the "Interdisciplinary Data Resources to Address the Challenges of Urban Living” Workshop at the Urban Big Data Centre, University of Glasgow, 4 April 2016
The document discusses future frameworks and techniques for analyzing potential futures, including short and long-term forecasting methods. It covers several frameworks for conceptualizing technologies and their development over time, including level of technology, dimensional models, chronological models, and paradigms of growth. Key drivers of technological change and the concept of discontinuities and adjacent advances are also examined.
The document discusses the emerging concept of the Internet of Everything (IoE), where everyday physical objects are connected to the internet and able to send and receive data. It describes how devices, networks, cloud computing and big data are enabling the IoE. Key points covered include definitions of the IoE, examples of connected devices and applications, networking protocols like IPv6 and MQTT, cloud services for storage and analytics, and how big data frameworks like Hadoop are helping manage the huge volumes of data generated.
Pervasive computing is defined as computing that is integrated into everyday objects and environments. It involves numerous computing devices that are casually accessible and often invisible, as well as mobile devices and ubiquitous network connectivity. A key goal is to gracefully integrate computing technology into human users' lives so that it recedes into the background. Realizing this vision will require contributions from various disciplines. The basic idea is linking physical objects to digital networks so that computing is liberated from devices like PCs and brought into everyday experiences. Early pioneers in the field include Mark Weiser and John Seely Brown. Literature on the topic builds on early work studying user mobility patterns using technologies like Bluetooth and analyzing data from mobile networks and geotagged photos.
Four Disruptive Trends for the Next DecadeLarry Smarr
Four disruptive trends will shape the next decade: 1) Distributed software systems will drive disintermediation and disrupt industries like transportation and hospitality; 2) Networked virtual reality will allow for planetary-scale collaboration and remote viewing; 3) Climate change will require adaptation of infrastructure to become intelligent, secure, low-carbon and climate-resilient; 4) Brain-inspired computing utilizing massive data and exascale supercomputers will enable emulation of the human brain within a decade and usher in an era of cognitive technologies.
Building the Pacific Research Platform: Supernetworks for Big Data ScienceLarry Smarr
The document summarizes Dr. Larry Smarr's presentation on building the Pacific Research Platform (PRP) to enable big data science across research universities on the West Coast. The PRP provides 100-1000 times more bandwidth than today's internet to support research fields from particle physics to climate change. In under 2 years, the prototype PRP has connected researchers and datasets across California through optical networks and is now expanding nationally and globally. The next steps involve adding machine learning capabilities to the PRP through GPU clusters to enable new discoveries from massive datasets.
Technical inovation in mechanical fieldKrishna Raj
ALL THE EXAMPLES OF RECENT INVENTION IN MECHANICAL FIELD .
BETTER DISCRIPTION WITH EXAMPLES AND THEIR IMAGES.
BEST EVER PPT OF TECHNICAL INOVATION IN MECHANICAL FIELD TOPIC.
U CAN EXPLORE IT
The document discusses the future of technology and outlines different paradigms of growth including linear, exponential, and discontinuous change. It argues that a general framework is needed to understand technological change as growth is not just linear or exponential, but can also be discontinuous. The realm of technology is immersing other areas in exponential and discontinuous change. Over the next fifty years, linear, exponential and possibly discontinuous technological changes may have an even greater impact than the Internet.
Science & Technology - Past and Future DevelopmentMenhariq Noor
1) The document discusses past and future developments in science and technology over the past 100 years and next 100 years.
2) It highlights major innovations after World War 2 like the establishment of NSF, transistors, computers, and emergence of new technologies like radar and sonar.
3) Looking ahead, it predicts advancements in areas like artificial organs, genetic engineering, automated vehicles, ultra high-speed internet, and AI-assisted design. Storage of renewable energy is also highlighted as a key challenge.
The document discusses Immersive Intelligence (Im-Tel), an approach to collaborative data-driven decision making for complex systems using virtual spaces. Im-Tel aims to leverage immersion, data visualization, and community collaboration. The document outlines Im-Tel's vision and provides examples of virtual spaces and tools that demonstrate aspects of Im-Tel, encouraging participation to help further develop the approach. It also discusses next steps like sponsoring data visualization contests and conducting proof-of-concept projects to demonstrate Im-Tel's benefits.
Gridforum David De Roure Newe Science 20080402vrij
The document discusses the evolution of e-Science and how it enables new forms of collaborative research. Key points include:
- e-Science has progressed from specialized teams doing "heroic science" to everyday researchers conducting routine research using ubiquitous digital tools and data sharing.
- Web 2.0 technologies and approaches like open data, workflows, and social networking are empowering researchers and supporting new types of collaborative, data-driven science.
- Future e-Science relies on making these technologies simple and accessible to researchers from all domains to further break down barriers to collaborative, data-centric research.
Information Engineering in the Age of the Internet of Things PayamBarnaghi
The document discusses information engineering challenges in the age of the Internet of Things (IoT). It notes that while semantic models and ontologies are useful, simplicity is important for real-world implementation. Dynamic and streaming IoT data also requires approaches different from traditional semantic web techniques. The document provides several "design commandments" focused on usability, interoperability, and accounting for the constraints of IoT environments. Overall, it argues that semantics are just one part of effectively handling and processing IoT data.
This document discusses how technology has changed over the last decade and some key trends to watch in the future. It covers topics like the impact of technology on communication, learning and thinking. Traditional technologies are compared to modern technologies and how they meet needs differently. The role of interactive technology in education is discussed as opening up new ways to teach and learn. Benefits of new technologies are listed as more efficient use of resources, opportunities to earn more, and new ways to communicate. Finally, some new technologies that will shape the future are highlighted, such as sand batteries, brain reading robots, and artificial neurons on silicon chips.
The document discusses the evolution of the Internet of Things (IoT), which represents the next stage in the development of the Internet. As devices become embedded with sensors and connectivity, it is estimated that there will be over 50 billion connected devices by 2020, far surpassing the world's human population. This growth will be driven by the integration of sensors into everyday objects and the standardization of IP protocols. The IoT will generate unprecedented amounts of data traffic and transform how people and machines interact online.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
This document summarizes Alexandru Iovanovici's background and research interests. It discusses his educational background, publications, work experience, and personal projects related to embedded systems and robotics using Arduino. It then provides an overview of the Internet of Things (IoT), including trends, issues, and a bio-inspired approach to managing large-scale heterogeneous sensor networks. Iovanovici proposes investigating the applicability of bio-inspiration to organize and manage IoT networks through simulation. Finally, it discusses current IoT implementations, alliances, and the state of the industry.
1. The document discusses emerging trends and innovations in information technology that will shape the future, including faster and more efficient hardware, advanced software and interfaces, intelligent software agents, and ubiquitous computing integrated into everyday tools and environments.
2. It also explores how nanotechnology, artificial life, and the convergence of information technology with biology may further transform society through microscopic machines, synthetic organisms, and enhancements to human abilities.
3. The future of information technology raises important questions about privacy, autonomy, and how technology can be developed and used to empower or control people.
Introducing the Internet of Things: lecture @IULM UniversityLeandro Agro'
This document discusses the Internet of Things (IoT) and how connected devices and sensors will continue to proliferate and connect physical objects to the internet. It notes that while internet access is widespread, the number of connected objects is still small compared to unconnected objects. It envisions that the next revolution will be connecting previously unconnected objects and networks of sensors. It discusses how technologies like mobile phones, social networks, open hardware, and self-tracking are enabling more connectivity between people, devices, and data. The size of the IoT market is forecasted to grow exponentially in the coming years.
Opening talk at the "Interdisciplinary Data Resources to Address the Challenges of Urban Living” Workshop at the Urban Big Data Centre, University of Glasgow, 4 April 2016
The document discusses future frameworks and techniques for analyzing potential futures, including short and long-term forecasting methods. It covers several frameworks for conceptualizing technologies and their development over time, including level of technology, dimensional models, chronological models, and paradigms of growth. Key drivers of technological change and the concept of discontinuities and adjacent advances are also examined.
The document discusses the emerging concept of the Internet of Everything (IoE), where everyday physical objects are connected to the internet and able to send and receive data. It describes how devices, networks, cloud computing and big data are enabling the IoE. Key points covered include definitions of the IoE, examples of connected devices and applications, networking protocols like IPv6 and MQTT, cloud services for storage and analytics, and how big data frameworks like Hadoop are helping manage the huge volumes of data generated.
Pervasive computing is defined as computing that is integrated into everyday objects and environments. It involves numerous computing devices that are casually accessible and often invisible, as well as mobile devices and ubiquitous network connectivity. A key goal is to gracefully integrate computing technology into human users' lives so that it recedes into the background. Realizing this vision will require contributions from various disciplines. The basic idea is linking physical objects to digital networks so that computing is liberated from devices like PCs and brought into everyday experiences. Early pioneers in the field include Mark Weiser and John Seely Brown. Literature on the topic builds on early work studying user mobility patterns using technologies like Bluetooth and analyzing data from mobile networks and geotagged photos.
Four Disruptive Trends for the Next DecadeLarry Smarr
Four disruptive trends will shape the next decade: 1) Distributed software systems will drive disintermediation and disrupt industries like transportation and hospitality; 2) Networked virtual reality will allow for planetary-scale collaboration and remote viewing; 3) Climate change will require adaptation of infrastructure to become intelligent, secure, low-carbon and climate-resilient; 4) Brain-inspired computing utilizing massive data and exascale supercomputers will enable emulation of the human brain within a decade and usher in an era of cognitive technologies.
Building the Pacific Research Platform: Supernetworks for Big Data ScienceLarry Smarr
The document summarizes Dr. Larry Smarr's presentation on building the Pacific Research Platform (PRP) to enable big data science across research universities on the West Coast. The PRP provides 100-1000 times more bandwidth than today's internet to support research fields from particle physics to climate change. In under 2 years, the prototype PRP has connected researchers and datasets across California through optical networks and is now expanding nationally and globally. The next steps involve adding machine learning capabilities to the PRP through GPU clusters to enable new discoveries from massive datasets.
Technical inovation in mechanical fieldKrishna Raj
ALL THE EXAMPLES OF RECENT INVENTION IN MECHANICAL FIELD .
BETTER DISCRIPTION WITH EXAMPLES AND THEIR IMAGES.
BEST EVER PPT OF TECHNICAL INOVATION IN MECHANICAL FIELD TOPIC.
U CAN EXPLORE IT
The document discusses the future of technology and outlines different paradigms of growth including linear, exponential, and discontinuous change. It argues that a general framework is needed to understand technological change as growth is not just linear or exponential, but can also be discontinuous. The realm of technology is immersing other areas in exponential and discontinuous change. Over the next fifty years, linear, exponential and possibly discontinuous technological changes may have an even greater impact than the Internet.
Science & Technology - Past and Future DevelopmentMenhariq Noor
1) The document discusses past and future developments in science and technology over the past 100 years and next 100 years.
2) It highlights major innovations after World War 2 like the establishment of NSF, transistors, computers, and emergence of new technologies like radar and sonar.
3) Looking ahead, it predicts advancements in areas like artificial organs, genetic engineering, automated vehicles, ultra high-speed internet, and AI-assisted design. Storage of renewable energy is also highlighted as a key challenge.
The document discusses Immersive Intelligence (Im-Tel), an approach to collaborative data-driven decision making for complex systems using virtual spaces. Im-Tel aims to leverage immersion, data visualization, and community collaboration. The document outlines Im-Tel's vision and provides examples of virtual spaces and tools that demonstrate aspects of Im-Tel, encouraging participation to help further develop the approach. It also discusses next steps like sponsoring data visualization contests and conducting proof-of-concept projects to demonstrate Im-Tel's benefits.
Gridforum David De Roure Newe Science 20080402vrij
The document discusses the evolution of e-Science and how it enables new forms of collaborative research. Key points include:
- e-Science has progressed from specialized teams doing "heroic science" to everyday researchers conducting routine research using ubiquitous digital tools and data sharing.
- Web 2.0 technologies and approaches like open data, workflows, and social networking are empowering researchers and supporting new types of collaborative, data-driven science.
- Future e-Science relies on making these technologies simple and accessible to researchers from all domains to further break down barriers to collaborative, data-centric research.
Information Engineering in the Age of the Internet of Things PayamBarnaghi
The document discusses information engineering challenges in the age of the Internet of Things (IoT). It notes that while semantic models and ontologies are useful, simplicity is important for real-world implementation. Dynamic and streaming IoT data also requires approaches different from traditional semantic web techniques. The document provides several "design commandments" focused on usability, interoperability, and accounting for the constraints of IoT environments. Overall, it argues that semantics are just one part of effectively handling and processing IoT data.
This document discusses how technology has changed over the last decade and some key trends to watch in the future. It covers topics like the impact of technology on communication, learning and thinking. Traditional technologies are compared to modern technologies and how they meet needs differently. The role of interactive technology in education is discussed as opening up new ways to teach and learn. Benefits of new technologies are listed as more efficient use of resources, opportunities to earn more, and new ways to communicate. Finally, some new technologies that will shape the future are highlighted, such as sand batteries, brain reading robots, and artificial neurons on silicon chips.
The document discusses the evolution of the Internet of Things (IoT), which represents the next stage in the development of the Internet. As devices become embedded with sensors and connectivity, it is estimated that there will be over 50 billion connected devices by 2020, far surpassing the world's human population. This growth will be driven by the integration of sensors into everyday objects and the standardization of IP protocols. The IoT will generate unprecedented amounts of data traffic and transform how people and machines interact online.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...University of Maribor
Slides from talk presenting:
Aleš Zamuda: Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapter and Networking.
Presentation at IcETRAN 2024 session:
"Inter-Society Networking Panel GRSS/MTT-S/CIS
Panel Session: Promoting Connection and Cooperation"
IEEE Slovenia GRSS
IEEE Serbia and Montenegro MTT-S
IEEE Slovenia CIS
11TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING
3-6 June 2024, Niš, Serbia
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Iron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdf
future-of-technology
1. The Future of Technology
Melanie Swan
Futurist
MS Futures Group
Palo Alto, CA
650-681-9482
m@melanieswan.com
http//www.melanieswan.com
Christine Peterson
Vice President and Founder
Foresight Nanotech Institute
Menlo Park, CA
650-289-0860
peterson@foresight.org
http://www.foresight.org
Liana Holmberg and Tess Chu
OS Wrangler & IP Gadfly and Developer
Linden Lab
San Francisco, CA
415-243-9000
liana@lindenlab.com
tess@lindenlab.com
http//www.lindenlab.com
2. The Future of Technology
October 2007
2
Summary
We think about growth and change in linear,
exponential and discontinuous paradigms,
history is a chain of discontinuities
The realm of technology is no longer discrete, technology is
imbuing traditional linear phenomena with exponential and
discontinuous change
Computation (hardware and software) overview: Moore’s Law
improvements will likely continue unabated in hardware; software
however is stuck
Not only will there be linear and exponential growth in the next 50
years but probably also discontinuous change, possibly a change
with greater impact than the Internet in our (current) lifetimes
3. The Future of Technology
October 2007
3
Paradigms of growth and change
Linear
Economic, demographic, biological phenomena
Exponential
Technology: processors, memory, storage,
communications, Internet communities
Discontinuous
Plane, car, radio, wars, radar, nuclear weapons,
satellites, computers, Internet, globalization
Impossible to predict
• Evaluate rapid transition time and doubling capability
• Market mechanisms
Exponential
Discontinuous
Linear
4. The Future of Technology
October 2007
4
The future depends on which coming revolution
occurs first
What will be the next Internet?
Artificial
Intelligence
Molecular
Nanotechnology
Anti-aging
Virtual
Reality 2.0
Quantum
Computing
Robotics
Intelligence
Augmentation
Personal
Medicine
Affordable
Space Launch
Fab
Labs
5. The Future of Technology
October 2007
5
Evolution of computation
Future of computing
New materials
3d circuits
Quantum computing
Molecular electronics
Optical computing
DNA computing
Electro-
mechanical
Relay Vacuum
tube
Transistor Integrated
circuit
?
Source: Ray Kurzweil, http://www.KurzweilAI.net/pps/ACC2005/
6. The Future of Technology
October 2007
6
Extensibility of Moore’s Law
Source: Ray Kurzweil, http://www.KurzweilAI.net/pps/ACC2005/
Transistors per microprocessor
Penryn
45 nm, 410-800m transistors
Core 2
65 nm, 291m transistors
7. The Future of Technology
October 2007
7
Current semiconductor advancements
Source: http://www.siliconvalleysleuth.com/2007/01/a_look_inside_i.html
Standard Silicon
Transistor
High-k + Metal Gate
Transistor
Historical semiconductors
65nm+
Intel Penryn 45nm chip,
shipping fall 2007
Metal
Gate
High-k
Insulator
Silicon substrate
Drain
Drain Source
Source
Silicon substrate
SiO2
Insulator
8. The Future of Technology
October 2007
8
Semiconductor industry roadmap visibility
Source: http://download.intel.com/technology/silicon/Paolo_Semicon_West_071904.pdf
2007
32 nm in 2008, 22 nm in 2010
Molecular manufacturing needed for 10 nm
9. The Future of Technology
October 2007
9
Software remains challenging
Abstract, difficult to measure
Doubling each 6-10 years
Wirth’s law: “Software gets slower faster than
hardware gets faster”
Large complex projects (FAA, CIA) failure
19 m programmers worldwide in 20101
Solutions?
Distributed ecologies of software programmers
Open source vs. proprietary systems
Standards, reusable modules
Web-based software
• Aggregating collective intelligence (tagging, RSS,
presence), community platforms as the back end
(FB, LinkedIn, MySpace)
Software that programs software
1
Source: http://www.itfacts.biz/index.php?id=P8481
Lady Ada
Lovelace
10. The Future of Technology
October 2007
10
Arms race for the future of intelligence
Machine Human
Blue Gene/L 360 teraFLOPS (≈.36+ trillion
IPS) and 32 TiB memory1
Unlimited operational/build knowledge
Quick upgrade cycles: performance
capability doubling every 18 months
Linear, Von Neumann architecture
Understands rigid language
Special purpose solving (Deep Blue,
Chinook, ATMs, fraud detection)
Metal chassis, easy to backup
Estimated 2,000 trillion IPS and 1000
TB memory2
Limited operational/build knowledge
Slow upgrade cycles: 10,000 yr
evolutionary adaptations
Massively parallel architecture
Understands flexible, fuzzy language
General purpose problem solving,
works fine in new situations
Nucleotide chassis, no backup possible
1
Source: Fastest Supercomputer, June 2007, http://www.top500.org/system/7747
2
Source: http://paula.univ.gda.pl/~dokgrk/bre01.html
11. The Future of Technology
October 2007
11
Artificial intelligence: current status
Approaches
Symbolic, statistical, learning algorithms,
physical/mechanistic, hybrid
Current initiatives and funding
Narrow AI: DARPA, corporate
Strong AI: startup efforts
Near-term applications
Auditory: speech recognition
Visual: security camera (crowbar/gift)
Physical: buildings and transportation
Format
Robotic (Roomba, mower, vehicles)
Distributed physical presence
Non-corporeal
Kismet
Stanley
12. The Future of Technology
October 2007
12
Molecular nanotechnology
Definition: not work at the nano
scale or with atoms in 2D but
3D molecular placement in
atomically correct structures
Scale
Human hair: 80,000 nm
Limit of human vision: 10,000 nm
Virus: 50 nm, DNA: 2 nm
Microscopy tools
Sources: http://www.imm.org, http://www.foresight.org,
http://www.e-drexler.org, http://www.rfreitas.com
13. The Future of Technology
October 2007
13
Personal fab labs and 3D printing
Community fabs, o/s designs
MIT Fab Labs
Make, TechShop (Menlo Park)
3d printing
Fab@Home, RepRap, Evil
Personal manufacturing
Ponoko (platform)
Fabjectory
http://reprap.org
http://fab.cba.mit.edu/about
MIT Fab Labs
3D printed
plastic avatars
http://www.fabathome.org
Fab@Home
RepRap
Evil Labs
http://www.evilmadscientist.com/
14. The Future of Technology
October 2007
14
Biotechnology, hacking biology
Biology: an information science
Genomics, proteomics,
metabolomics
Faster than Moore’s Law
Sequencing and synthesizing
X Prize for Genomics
• $10M to sequence 100 human
genomes in 10 days
Personalized medicine
RNAi, protein folding
Cure vs. enhancement
Sources: http://www.economist.com/background/displaystory.cfm?story_id=7854314,
http://www.molsci.org/%7Ercarlson/Carlson_Pace_and_Prolif.pdf
15. The Future of Technology
October 2007
15
Anti-aging, life extension and immortality
Aging is a pathology
Immortality is not hubristic and unnatural
Aubrey de Grey
Strategies for Engineered Negligible
Senescence (SENS) and escape velocity
1. Cancer-causing nuclear mutations
2. Mitochondrial mutations
3. Intracellular junk
4. Extracellular junk
5. Cell loss
6. Cell senescence
7. Extracellular crosslinks
Life expectancy test
http://gosset.wharton.upenn.edu/mortality/perl/CalcForm.html
0
10
20
30
40
50
60
70
80
90
1850 1900 1950 2000 2050
U.S. Life Expectancy, 1850 – 2050e
83
77
69
50
39
http://www.methuselahmouse.org/
Research to repair and
reverse the damage of aging
The Methuselah Foundation
Source: http://www.infoplease.com/ipa/A0005140.html
Source: http://earthtrends.wri.org/text/population-health/variable-379.html
16. The Future of Technology
October 2007
16
Human body 2.0, 3.0
Redesign: the digestive system is rebuilt
Auto-nourishment via clothing
Nanobots go in and out of the skin cycling nutrients and waste
Digestive system and blood based nanobots supply precise nutrients
Eating becomes like sex, no biological impact, just for fun
Redesign: the heart is optional
Obsolete organs, heart, lungs, blood; nanobots delivering oxygen to
the cells, don’t require liquid-based medium
Two systems left
Upper esophagus, mouth and brain
Skin, muscle, skeleton and their parts of the nervous system
Sources: Ray Kurzweil, The Singularity is Near, http://lifeboat.com/ex/human.body.version.2.0
17. The Future of Technology
October 2007
17
Virtual worlds, 3D and simulation
Increasing demand for streaming video, data visualization
and 3D data display: learning, work and play
Simulation and augmented reality
Increasingly detailed capture of reality
Geospatialization: Google Earth, Nasa World Wind
Life capture, life logging
Virtual worlds explosion
MMORPG video games and interactive worlds
Participants: enterprise, education, government
Activities: interacting, collaborating, prototyping
Virtual reality 2.0: biofeedback, touch, taste, smell
Wild Divine
18. The Future of Technology
October 2007
18
Affordable space launch
Commercial payload launch
Space elevator
Sub-orbital human flight
Spaceport development
Extra-orbital robotic missions
International participation
Agency partnership
Prizes stimulate development
Peggy Whitson Pam Melroy
19. The Future of Technology
October 2007
19
The future depends on which coming revolution
occurs first
What will be the next Internet?
Artificial
Intelligence
Molecular
Nanotechnology
Anti-aging
Virtual
Reality 2.0
Quantum
Computing
Robotics
Intelligence
Augmentation
Personal
Medicine
Affordable
Space Launch
Fab
Labs
20. The Future of Technology
October 2007
20
Summary
We think about growth and change in linear,
exponential and discontinuous paradigms,
history is a chain of discontinuities
The realm of technology is no longer discrete, technology is
imbuing traditional linear phenomena with exponential and
discontinuous change
Computation (hardware and software) overview: Moore’s Law
improvements will likely continue unabated in hardware; software
however is stuck
Not only will there be linear and exponential growth in the next 50
years but probably also discontinuous change, possibly a change
with greater impact than the Internet in our (current) lifetimes
21. Thank you
Melanie Swan
Futurist
MS Futures Group
Palo Alto, CA
m@melanieswan.com
http//www.melanieswan.com
Slides: http//www.melanieswan.com/presentations
Provided under an open source Creative Commons 3.0 license
http://creativecommons.org/licenses/by-nc-sa/3.0/
22. The Future of Technology
Melanie Swan
Futurist
MS Futures Group
Palo Alto, CA
650-681-9482
m@melanieswan.com
http//www.melanieswan.com
Christine Peterson
Vice President and Founder
Foresight Nanotech Institute
Menlo Park, CA
650-289-0860
peterson@foresight.org
http://www.foresight.org
Liana Holmberg and Tess Chu
OS Wrangler & IP Gadfly and Developer
Linden Lab
San Francisco, CA
415-243-9000
liana@lindenlab.com
tess@lindenlab.com
http//www.lindenlab.com