IoT Applications are different from typical enterprise applications; and most of the companies are hijacking what the IoT is depending on the what products/solutions they offer. I put up my point of view on how the IoT impacts the traditional Cloud Computing and Big Data Analytics. The takeaway from this presentation is IoT requires realtime computing as the data moves from the physical world to the cyber world (Cloud) to take actions at spatiotemporal location.
Securing the IoT is complex given that the the devices are constrained and applications are deployed to work with the physical world. In this, presentation, I have proposed a set of design guidelines for securing the IoT Applications
Most of the developing nations have experienced slavery and doing services for other lands, and have not experienced the Services for themselves. Here is a presentation that I used to speak about 'Realizing the Potential of a Connected World' at Indian Technology Congress 2017, especially for the developing countries.
However, the presentation itself is not specific to the developing countries except a couple of slides.
How Artificial Intelligence Will Kickstart the Internet of Thnigs Ahmed Banafa
The possibilities that IoT brings to the table are endless.
IoT continues its run as one of the most popular technology buzzwords of the year, and now the new phase of IoT is pushing everyone to ask hard questions about the data collected by all devices and sensors of IoT.
Internet of Things is not a new thing, we have been doing this for centuries. An example is time. Time (in simplest terms) represent the state of the Earth giving its position in the solar system.
The time evolved from observation (sundial), measurement, use of electricity and use of the Internet (Apple watch) and created use huge device business, caused the industrial revolution and advanced the civilization.
Given the advancement in the technology, IoT can bring hundreds if not thousands of state information on the Earth to the people and businesses. This would cause the next industrial revolution and potentially advances the civilization in short time. This makes IoT either a threat or a cash cow for businesses.
This presentation is my keynote at the Keysight Technologies KMI 2015.
In the coming years, IoT will look completely different than it does today. IoT is a greenfield market.
New players, with new business models, approaches, and solutions, can appear out of nowhere and overtake incumbents.
Cloud is recognized as facilitating “speed-to-market” – and for its ability to drive business agility. This is because cloud supports rapid experimentation and innovation by allowing companies to quickly try and even adopt new solutions without significant up-front costs. The Cloud can be a highly agile wrapper around different systems, different behavior and bringing it all together in an engagement cycle. By changing the way people interact with technology, cloud enables new forms of consumer engagement, expand collaboration across the value chain and bring innovation to companies’ core business models.
Securing the IoT is complex given that the the devices are constrained and applications are deployed to work with the physical world. In this, presentation, I have proposed a set of design guidelines for securing the IoT Applications
Most of the developing nations have experienced slavery and doing services for other lands, and have not experienced the Services for themselves. Here is a presentation that I used to speak about 'Realizing the Potential of a Connected World' at Indian Technology Congress 2017, especially for the developing countries.
However, the presentation itself is not specific to the developing countries except a couple of slides.
How Artificial Intelligence Will Kickstart the Internet of Thnigs Ahmed Banafa
The possibilities that IoT brings to the table are endless.
IoT continues its run as one of the most popular technology buzzwords of the year, and now the new phase of IoT is pushing everyone to ask hard questions about the data collected by all devices and sensors of IoT.
Internet of Things is not a new thing, we have been doing this for centuries. An example is time. Time (in simplest terms) represent the state of the Earth giving its position in the solar system.
The time evolved from observation (sundial), measurement, use of electricity and use of the Internet (Apple watch) and created use huge device business, caused the industrial revolution and advanced the civilization.
Given the advancement in the technology, IoT can bring hundreds if not thousands of state information on the Earth to the people and businesses. This would cause the next industrial revolution and potentially advances the civilization in short time. This makes IoT either a threat or a cash cow for businesses.
This presentation is my keynote at the Keysight Technologies KMI 2015.
In the coming years, IoT will look completely different than it does today. IoT is a greenfield market.
New players, with new business models, approaches, and solutions, can appear out of nowhere and overtake incumbents.
Cloud is recognized as facilitating “speed-to-market” – and for its ability to drive business agility. This is because cloud supports rapid experimentation and innovation by allowing companies to quickly try and even adopt new solutions without significant up-front costs. The Cloud can be a highly agile wrapper around different systems, different behavior and bringing it all together in an engagement cycle. By changing the way people interact with technology, cloud enables new forms of consumer engagement, expand collaboration across the value chain and bring innovation to companies’ core business models.
IoT Training in Chennai from basics to advanced techniques which is taught by experienced working professionals. India's Top Rated IoT Training Institute in Chennai offers realtime practical Internet of Things Training. Our trainings are 100% job assured.
With the computer revolution digital data has become available. With the Internet and smart connected product, the data is growing exponentially. With all this data, it becomes a platform for something new of its own. In this lecture, we look at what big data is and look at several examples of how to use data.
IoT is a trending & booming topic in the tech world. Here is the PPT which talks about what is IoT, it's applications., benifits challenges and everything about IoT.
The next big discovery after the .com boom is the internet of things. It is the technique to impart the ability to the non-living objects or our daily life gadgets to sense and understand from our surrounding environment.
IoT Landscape and its Key Trends in DeploymentVincent Lau
Today, there are more than 31 billion Internet of Things (IoT) devices connected to the Internet. These devices range from simple sensors and actuators to smart equipment and appliances that have a huge impact on major industries such as manufacturing, transportation, healthcare and utilities. The vast amount of data collected from IoT device telemetry has also enabled advanced data analytics, and machine learning models that can give us better insights and make IoT smarter, giving rise to AIoT (AI + IoT) applications. With the pandemic situation likely to turn endemic, how will this impact the IoT landscape in Singapore? What are some of the key drivers and growth areas for IoT?
IOT (Internet of Things) uses targeted small devices to deliver their accuracy and versatility. It provide real world information that lead to more efficient resource management.
In this presentation, Rushil introduces the topic of IoT and associated trends. His interest area lies implementing IoT devices that can help the small scale industries.
This report describes how things get connected via internet.It also describes how actually iot architecture looks like.The Internet of Things (IoT) is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers and the ability to transfer data over a network without requiring human-to-human or human-to-computer interaction.In short, the Internet of Things refers to the rapidly growing network of connected objects that are able to collect and exchange data using embedded sensors. Thermostats, cars, lights, refrigerators, and more appliances can all be connected to the IoT.
Internet of Things(IoT) - Introduction and Research Areas for ThesisWriteMyThesis
Internet of Things(IoT) is the latest technology making its presence felt in the world. There are various research areas for IoT thesis for M.Tech and Ph.D. Find out the latest topics for thesis and research here.
Building Smart Cities with Everything as a ServiceSyam Madanapalli
A proposal for building Smart Cities with Everything as a Service that allows availability, innovation, participation across the ecosystem including the citizens for building future proof Smart Cities.
India, Internet of things and the role of governmentSyam Madanapalli
IoT provides an opportunity for India to technicalize the citizen services for bettering their living standards. Here are my thoughts on the Role of Indian Government towards the Internet of Things.
IoT Training in Chennai from basics to advanced techniques which is taught by experienced working professionals. India's Top Rated IoT Training Institute in Chennai offers realtime practical Internet of Things Training. Our trainings are 100% job assured.
With the computer revolution digital data has become available. With the Internet and smart connected product, the data is growing exponentially. With all this data, it becomes a platform for something new of its own. In this lecture, we look at what big data is and look at several examples of how to use data.
IoT is a trending & booming topic in the tech world. Here is the PPT which talks about what is IoT, it's applications., benifits challenges and everything about IoT.
The next big discovery after the .com boom is the internet of things. It is the technique to impart the ability to the non-living objects or our daily life gadgets to sense and understand from our surrounding environment.
IoT Landscape and its Key Trends in DeploymentVincent Lau
Today, there are more than 31 billion Internet of Things (IoT) devices connected to the Internet. These devices range from simple sensors and actuators to smart equipment and appliances that have a huge impact on major industries such as manufacturing, transportation, healthcare and utilities. The vast amount of data collected from IoT device telemetry has also enabled advanced data analytics, and machine learning models that can give us better insights and make IoT smarter, giving rise to AIoT (AI + IoT) applications. With the pandemic situation likely to turn endemic, how will this impact the IoT landscape in Singapore? What are some of the key drivers and growth areas for IoT?
IOT (Internet of Things) uses targeted small devices to deliver their accuracy and versatility. It provide real world information that lead to more efficient resource management.
In this presentation, Rushil introduces the topic of IoT and associated trends. His interest area lies implementing IoT devices that can help the small scale industries.
This report describes how things get connected via internet.It also describes how actually iot architecture looks like.The Internet of Things (IoT) is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers and the ability to transfer data over a network without requiring human-to-human or human-to-computer interaction.In short, the Internet of Things refers to the rapidly growing network of connected objects that are able to collect and exchange data using embedded sensors. Thermostats, cars, lights, refrigerators, and more appliances can all be connected to the IoT.
Internet of Things(IoT) - Introduction and Research Areas for ThesisWriteMyThesis
Internet of Things(IoT) is the latest technology making its presence felt in the world. There are various research areas for IoT thesis for M.Tech and Ph.D. Find out the latest topics for thesis and research here.
Building Smart Cities with Everything as a ServiceSyam Madanapalli
A proposal for building Smart Cities with Everything as a Service that allows availability, innovation, participation across the ecosystem including the citizens for building future proof Smart Cities.
India, Internet of things and the role of governmentSyam Madanapalli
IoT provides an opportunity for India to technicalize the citizen services for bettering their living standards. Here are my thoughts on the Role of Indian Government towards the Internet of Things.
What are big data in the contacts of energy & utilities, and how/where can the utilities find value in the data. In this C-level presentation we discussed the three prime areas: grid operations, smart metering and asset & workforce management. A section on cognitive computing for utilities have been omitted from the presentation due to confidentiality - but I tell you - it is mind-blowing perspectives on how IBM Watson will help utilities plan and optimize their operations in the near future!
See more on http://www.ibmbigdatahub.com/industry/energy-utilities
Talks by Carmelo Floridia, Senior Engineer (Data Processing) at BaxEnergy, at the Big Data for You event "Recommendation Systems: Talks & Workshop" (Catania, Feb. 25th, 2017).
Carmelo offers a panorama view of BaxEnergy activities, in particular about Solar power plants, on how they analyse power curves and on how they can provide a real-time monitoring service and forecasting.
Carmelo also describes the primary characteristics of Big Data and Machine Learning, and mention the Microsoft Azure Technology as the one currently used at Bax Energy.
Although one can't see this from the slides, Carmelo gave us a live demonstration of Human model learning (based on kinect)!
How to Build an IoT Startup - Syam @IEEE TENSYMP 2015Syam Madanapalli
A brief on how we started iRam and the lessons that I learnt. The presentation provides few considerations to help in building IoT Startups especially in India.
Developing Multimedia and Value Added Services (VAS) on 4G and 4.5G for Telec...Ali Saghaeian
The topics covered in this master slide deck:
* Mobile VAS and Multimedia Ecosystem and Value‐Chain over 4G and 4.5G Network: Key Drivers and Critical Success Factors
* New Service Development and Service Delivery Innovation in Mobile VAS and Multimedia
* World’s Best Practices and Success Stories in Launching Multimedia and Value Added Services
* Optimizing Strategies to Stimulate Mobile VAS Usage and Maximize Operators’ Revenues
* Driving Mobile VAS Adoption and Creating a Sustainable VAS Proposition in New Mobile Generations
* Exploring Mobile Apps Categories and Successful Mobile VAS and Multimedia Applications
* Strategies for Monetizing the Mobile Content, Services and Applications in 4G and 4.5G Market
* Value Creation and Customer Experience Management in Mobile VAS for an Enhanced Customer Journey
* Deploying Value-Added Service (VAS) Applications over LTE Network as an Advantage against Over-The-Top (OTT) Players
* Next Generation Service Platforms for Multimedia and Value Added Services
* Offering Rich Communications Services (RCS) as a Multimedia Application to combat OTT Competition
* Applications of Internet of Things (IoT), Big Data and Cloud Services in 4G-based Mobile VAS
ATAGTR2017 Artificial Intelligence in Software Testing – DemystifiedAgile Testing Alliance
The presentation on Artificial Intelligence in Software Testing – Demystified was done during #ATAGTR2017, one of the largest global testing conference. All copyright belongs to the author.
Author and presenter : Ramakrishnan Venkatasubramanian
Growth hacking: the growth hacker guide to analytics: how to get to data-dri...Eveline Smet
This presentation will introduce anyone with a growth hacking mindset in using analytics to grow their business. I will address setting up actionable goals, choosing the OMTM, the conversion funnel, reporting and experimenting.
Internet of Things, Innovation and India by Syam MadanapalliSyam Madanapalli
The presentation defines the Internet of Things for a layman and he/she should be able to relate the IoT in his/her daily life. The presentation also covers how to deploy IoT services and how to innovate for developing new use cases and applications. And additionally the presentation provides few considerations for building new IoT product/solution.
If you have somehow missed the hype, the Internet of Things (IoT) is a fast-growing constellation of internet-connected sensors attached to a wide variety of 'things'. Sensors can take a multitude of possible measurements, Internet connections can be wired or wireless, while 'things' can literally be any object to which you can attach or embed a sensor. If you carry a smartphone, for example, you become a multi-sensor IoT 'thing', and many of your day-to-day activities can be tracked, analysed and acted upon.
Many of the conversations taking place around the IoT are incomplete without a mention of big data. Big data is characterised by “4 V’s”: volume, variety, velocity and veracity. That is, big data comes in large amounts (volume), is a mixture of structured and unstructured information (variety), arrives at (often real-time) speed (velocity) and can be different levels of uncertainty (veracity).
As organizations step into IoT, they must understand the symbiotic relationship between IoT and big data. Just like with any big-data play, merely collecting the data isn't enough. The data must be processed and analyzed to derive meaningful insights, and those insights must drive actionable steps that can improve the business.
What that means is that, without Big Data, the IoT can offer an enterprise little more than noise. But wait…! On the other hand, without IoT, the Big Data is little more than any other software lying idle. Actually you need two to Tango. That’s when you get the perfect marriage!
An immersive workshop at General Assembly, SF. I typically teach this workshop at General Assembly, San Francisco. To see a list of my upcoming classes, visit https://generalassemb.ly/instructors/seth-familian/4813
I also teach this workshop as a private lunch-and-learn or half-day immersive session for corporate clients. To learn more about pricing and availability, please contact me at http://familian1.com
What is the impact of Big Data on Analytics from a Data Science perspective.
Presented at the Big Data and Analytics Summit 2014, Nasscom by Mamatha Upadhyaya.
Embedded subscriber database analytics help operators improve internal efficiency and monetize data assets, while exploring new cross-vertical Internet of Things (IoT) applications.
The What, Why and How of (Web) Analytics Testing (Web, IoT, Big Data)Anand Bagmar
Learning Objectives:
The most used and heard about buzz words in the Software Industry today are … IoT and Big Data!
With IoT, with a creative mindset looking for opportunities and ways to add value, the possibilities are infinite. With each such opportunity, there is a huge volume of data being generated - which if analyzed and used correctly, can feed into creating more opportunities and increased value propositions.
There are 2 types of analysis that one needs to think about.
1. How is the end-user interacting with the product? This will give some level of understanding into how to re-position and focus on the true value add features for the product.
2. With the huge volume of data being generated by the end-user interactions, and the data being captured by all devices in the food-chain of the offering, it is important to identify patterns from what has happened, and find out new product / value opportunities based on usage patterns.
Learn what is Web Analytics, why is it important, and see some techniques how you can test it manually and and also automate that validation.
The Internet of Things (IoT) refers to the ever-growing network of physical objects that feature an IP address for internet connectivity, and the communication that occurs between these objects and other Internet-enabled devices and systems.
This presentation reviews the concept and numerous business cases of IoT.
Teradata and Cisco integrated journey to IoT and Smart cityArtur Borycki
Presentation focus on highlighting how Cisco and Teradata are working together to deliver end to end IoT solutions to address Industrial problems and enables journey to Smart Cities. Industry 4.0 and Smart City requires not just sensors and devices but ability to enable system of system.
Internet of Things Presentation to Los Angeles CTO ForumFred Thiel
What are the impacts to our systems and businesses when billions of devices start sharing data? This presentation covers some important statistics about the implications of the coming IoT wave and how it will disrupt those who are not prepared.
Internet of Things (IoT) is a cutting-edge automation and analytics system that uses networking, sensing, artificial intelligence, and big data to deliver complete product or service systems. Key features of IoT include- artificial intelligence, sensors, connectivity, active engagement, small devices.
Businesses across the world are rapidly leveraging the Internet-of-Things (#IoT) to create new products and services that are opening up new business opportunities and creating new business models.
The resulting transformation is ushering in a new era of how companies run their operations and engage with customers. However, tapping into the IoT is only part of the story [6].
For companies to realize the full potential of IoT enablement, they need to combine IoT with rapidly-advancing Artificial Intelligence (#AI) technologies, which enable ‘smart machines’ to simulate intelligent behavior and make well-informed decisions with little or no human intervention [6].
Integrating AI into IoT networks is becoming a prerequisite for success in today’s data-driven digital ecosystems. The only way to keep up with IoT-generated data and gain the hidden insights it holds is using AI as the catalyst of IoT. Watch this slides to understand how IoT and AI may work together.
Integrating AI into IoT networks is becoming a prerequisite for success in today’s data-driven digital ecosystems. The only way to keep up with IoT-generated data and gain the hidden insights it holds is using AI as the catalyst of IoT. Join this webinar to understand how IoT and AI may work together.
Similar to The Impact of IoT on Cloud Computing, Big Data & Analytics (20)
Edge Computing often misquoted, misrepresented, and misunderstood. In this presentation, I tried to demystify what the Edge Computing is and what role the edge computing plays in the Connected World.
This presentation is to provide details on
- what is IoT
- the kind of career opportunities it provides, and
- the kind of skill set is required to be an expert.
IEEE P1931.1 is an upcoming IEEE standard that defines an architectural framework, protocols and Application Programming Interfaces (APIs) for providing Real-time Onsite Operations Facilitation (ROOF). ROOF computing and networking for the data and the devices include next-hop connectivity for the devices, real-time context building and decision triggers, efficient backhaul connectivity to the cloud, and security & privacy.
Embracing the VUCA: Understanding the nature of VUCA in the Universe, and how to manage it by using wisdom, measuring present, building context and innovation to live under low entropy social system.
Water Distribution Management - A Design by High School KidsSyam Madanapalli
This summer (2018), I taught IoT for kids. Based on this, the kids designed few solutions for the real world problems. Here is a a presentation by these kids that describes the solution for Water Distribution Management for detecting pipe bursts and water contamination by applying IoT. These kids can now put up a solution for every problem using the Internet of Things.
This summer (2018), I taught IoT for kids (6ht to 10th grade). Based on this, the kids designed few solutions for the real world problems. Here is a a presentation by these kids that describes the solution for Child Safety by applying IoT. These kids can now put up a solution for every problem using the Internet of Things.
Building smart cities require unprecedented partnerships between the government and private sector. To build a scalable, sustainable and innovative smart city applications, an open platform is required, wherein Everything is a Service (Everything as a Service).
This presentation covers one way of implementing the smart cities that provides equal opportunity for startups and SMEs to provide innovative applications and services for the smart cities.
This presentation helps high school students to get a firm basic understanding of the Internet of Things (IoT). Igniting innovation is central to this presentation.
This talk was delivered to students at Visvesvaraya Industrial and Technological Museum (VITM), Bangalore on Sep 15th 2015, the Engineer’s Day in India. The event is organized by VITM and IEEE Bangalore Chapter.
This presentation is prepared for a brainstorming session at Department of Information Technology (DIT), a division of Ministry of Communication & IT, India.
Smart Grid a greenfield application for IPv6, hence the Internet. Presented at IISc, Bangalore as part of TEC and IPv6 Forum Workshop on Greenfield Applications for Transition to IPV6 in India.
This 7-second Brain Wave Ritual Attracts Money To You.!nirahealhty
Discover the power of a simple 7-second brain wave ritual that can attract wealth and abundance into your life. By tapping into specific brain frequencies, this technique helps you manifest financial success effortlessly. Ready to transform your financial future? Try this powerful ritual and start attracting money today!
# Internet Security: Safeguarding Your Digital World
In the contemporary digital age, the internet is a cornerstone of our daily lives. It connects us to vast amounts of information, provides platforms for communication, enables commerce, and offers endless entertainment. However, with these conveniences come significant security challenges. Internet security is essential to protect our digital identities, sensitive data, and overall online experience. This comprehensive guide explores the multifaceted world of internet security, providing insights into its importance, common threats, and effective strategies to safeguard your digital world.
## Understanding Internet Security
Internet security encompasses the measures and protocols used to protect information, devices, and networks from unauthorized access, attacks, and damage. It involves a wide range of practices designed to safeguard data confidentiality, integrity, and availability. Effective internet security is crucial for individuals, businesses, and governments alike, as cyber threats continue to evolve in complexity and scale.
### Key Components of Internet Security
1. **Confidentiality**: Ensuring that information is accessible only to those authorized to access it.
2. **Integrity**: Protecting information from being altered or tampered with by unauthorized parties.
3. **Availability**: Ensuring that authorized users have reliable access to information and resources when needed.
## Common Internet Security Threats
Cyber threats are numerous and constantly evolving. Understanding these threats is the first step in protecting against them. Some of the most common internet security threats include:
### Malware
Malware, or malicious software, is designed to harm, exploit, or otherwise compromise a device, network, or service. Common types of malware include:
- **Viruses**: Programs that attach themselves to legitimate software and replicate, spreading to other programs and files.
- **Worms**: Standalone malware that replicates itself to spread to other computers.
- **Trojan Horses**: Malicious software disguised as legitimate software.
- **Ransomware**: Malware that encrypts a user's files and demands a ransom for the decryption key.
- **Spyware**: Software that secretly monitors and collects user information.
### Phishing
Phishing is a social engineering attack that aims to steal sensitive information such as usernames, passwords, and credit card details. Attackers often masquerade as trusted entities in email or other communication channels, tricking victims into providing their information.
### Man-in-the-Middle (MitM) Attacks
MitM attacks occur when an attacker intercepts and potentially alters communication between two parties without their knowledge. This can lead to the unauthorized acquisition of sensitive information.
### Denial-of-Service (DoS) and Distributed Denial-of-Service (DDoS) Attacks
1.Wireless Communication System_Wireless communication is a broad term that i...JeyaPerumal1
Wireless communication involves the transmission of information over a distance without the help of wires, cables or any other forms of electrical conductors.
Wireless communication is a broad term that incorporates all procedures and forms of connecting and communicating between two or more devices using a wireless signal through wireless communication technologies and devices.
Features of Wireless Communication
The evolution of wireless technology has brought many advancements with its effective features.
The transmitted distance can be anywhere between a few meters (for example, a television's remote control) and thousands of kilometers (for example, radio communication).
Wireless communication can be used for cellular telephony, wireless access to the internet, wireless home networking, and so on.
Multi-cluster Kubernetes Networking- Patterns, Projects and GuidelinesSanjeev Rampal
Talk presented at Kubernetes Community Day, New York, May 2024.
Technical summary of Multi-Cluster Kubernetes Networking architectures with focus on 4 key topics.
1) Key patterns for Multi-cluster architectures
2) Architectural comparison of several OSS/ CNCF projects to address these patterns
3) Evolution trends for the APIs of these projects
4) Some design recommendations & guidelines for adopting/ deploying these solutions.
Bridging the Digital Gap Brad Spiegel Macon, GA Initiative.pptxBrad Spiegel Macon GA
Brad Spiegel Macon GA’s journey exemplifies the profound impact that one individual can have on their community. Through his unwavering dedication to digital inclusion, he’s not only bridging the gap in Macon but also setting an example for others to follow.
APNIC Foundation, presented by Ellisha Heppner at the PNG DNS Forum 2024APNIC
Ellisha Heppner, Grant Management Lead, presented an update on APNIC Foundation to the PNG DNS Forum held from 6 to 10 May, 2024 in Port Moresby, Papua New Guinea.
5. The Characteristics of IoT that impacts Big Data
5
Scope
Objects, devices,
machines and
planets
Frequency
Connected and
continuous
Scale
Billions of devices
and peta bytes of
data
6. The Ecosystem of Ever Increasing Complexity
6
Convergence
of technologies
Artificial
intelligence
Humanization
of objects
7. Big data Analytics
7
Data Science for IoT has significant differences.
Recommendations
Planning
New features
New products
New staff
Customer targeting
Insights
Process improvement
8. Data Science for IoT
8
Data Privacy Working with hardware
Specific analytical models Realtime edge processing
9. The Need for Different Strategy for IoT Analytics
9
IoT is pervasive
computing
Direct impact on
connectivity & big data
IoT requires continuous computing while the data is in motion.
The need for realtime
decisions and actions
10. The Design Philosophy for IoT
10
An IoT system should have
various decision and automation
tools that operate and cooperate
autonomously within the context
of a local environment.
11. IoT and the Data Context
11
Context
History
Raw
data
InsightsRealtime actions
The Environment The Roof The Cloud The Rest of the World
Useful
data
Big data
Analytics
12. IoT and the Spatiotemporal Location
12
It is important to treat all events with respect to their spatiotemporal location!
If (this)
then (plan)
Time
Realtime
Near Realtime
Future
Roof
Fog
Cloud
If (this)
then (optimize)
If (this)
then (act)
If (this)
then (react)
13. Federated Analytics for the Internet of Things
13
Computing and analytics move downwards from Cloud for the IoT
DataServices
InformationServices
IntelligenceServices
TheEnvironment
TheRestofTheWorld
Context
Building
Storage
&
Analytics
Stream
Process
-ing
Reactions
Realtime
actions
Near realtime
actions
Predictive
actions
Information
sharing
14. Distributed Analytics
14
Establish peer-to-peer trust & reputation
Information sharing and collaboration
Cloud
Blockchain
Blockchain, machine learning, analytics and
IoT together will lead to Artificial Intelligence
to play a significant role in advancing the
civilization.
16. The Need for a Standard Analytical Models
16
Standard IoT analytical services -
data processing, storage, remote
management and analytics.
This will allow interoperability,
portability and manageability as
well as to focus on innovation.