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Chapter 3, , Emerging Trends, 3.1 Introduction, Computers have been around for quite some time, now. New technologies and initiatives emerge with, each passing day. In order to understand the existing, technologies and have a better view of the developments, around us, we must keep an eye on the emerging trends., Many new technologies are introduced almost every day., Some of these do not succeed and fade away over time., Some of these new technologies prosper and persist over, time, gaining attention from users. Emerging trends are, the state-of-the-art technologies, which gain popularity, and set a new trend among users. In this chapter, we, will learn about some emerging trends that will make, a huge impact (in the future) on digital economy and, interaction in digital societies., , “Computer science is no more, about computers than astronomy is about telescopes”, –Edsger Dijkstra, , 3.2 Artificial Intelligence (AI), Have you ever wondered how maps in your smartphone, are able to guide you to take the fastest route to your, destination by analysing real time data, such as traffic, congestion? On uploading a photo on a social networking, site, has it ever happened that your friends in the, photograph were recognised and tagged automatically?, These are some of the examples of application of, Artificial Intelligence. The intelligent digital personal, assistants like Siri, Google Now, Cortana, Alexa are, all powered by AI. Artificial Intelligence endeavours to, simulate the natural intelligence of human beings into, machines, thus making them behave intelligently. An, intelligent machine is supposed to imitate some of the, cognitive functions of humans like learning, decisionmaking and problem solving. In order to make machines, perform tasks with minimum human intervention, they, are programmed to create a knowledge base and make, , In this chapter, »» Introduction, »» Artificial Intelligence, (AI), »» Big Data, »» Internet of Things, (IoT), »» Cloud Computing, »» Grid Computing, »» Blockchains, , 2020-21, Ch 3.indd 45, , 08-Apr-19 11:41:14 AM

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46, , Computer Science – Class, , xi, , decisions based on it. AI system can also learn from, past experiences or outcomes to make new decisions., A knowledge base is, a store of information, consisting, of, facts,, assumptions and rules, which an AI system, can use for decision, making., , 3.2.1 Machine Learning, Machine Learning is a subsystem of Artificial, Intelligence, wherein computers have the ability to learn, from data using statistical techniques, without being, explicitly programmed by a human being. It comprises, algorithms that use data to learn on their own and, make predictions. These algorithms called models, are, first trained and tested using a training data and testing, data, respectively. After successive trainings, once these, models are able to give results to an acceptable level of, accuracy, they are used to make predictions about new, and unknown data., 3.2.2 Natural Language Processing (NLP), , The predictive typing feature of search engine that, helps us by suggesting the next word in the sentence, Find out how NLP is, while typing keywords and the spell checking features, helping differentlyare examples of Natural Language Processing (NLP)., abled persons?, It deals with the interaction between human and, computers using human spoken languages, such as, Hindi, English, etc., In fact it is possible to search the web or operate or, control our devices using our voice. All this has been, possible by NLP. An NLP system can perform text-tospeech and speech-to-text conversion as depicted in, Figure 3.1., Machine translation is a rapidly emerging field, where machines are already, able to translate texts from one, language to another with fair, amount of correctness. Another, emerging application area is, automated customer service, where a computer software can, interact with customers to serve, Figure 3.1: Use of natural language processing, their queries or complaints., Activity 3.1, , 3.2.3 Immersive Experiences, With the three-dimensional (3D) videography, the, joy of watching movies in theatres has reached to, a new level. Video games are also being developed to, 2020-21, Ch 3.indd 46, , 08-Apr-19 11:41:14 AM

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Emerging Trends, , provide immersive experiences to the player. Immersive, experiences allow us to visualise, feel and react by, stimulating our senses. It enhances our interaction, and involvement, making them more realistic and, engaging. Immersive experiences have been used, in the field of training, such as driving simulators, (Figure 3.2), flight simulator and so on. Immersive, experience can be achieved using virtual reality and, augmented reality., (A) Virtual Reality, Everything that we experience in our reality is perceived, through our senses. From this came the idea that, if we can present our senses with made-up or nonreal information, our perception of reality would also, alter in response to that. Virtual Reality (VR) is a, three-dimensional, computer-generated situation that, simulates the real world. The user can interact with and, explore that environment by getting immersed in it while, interacting with the objects and other actions of the user., At present, it is achieved with the help of VR Headsets., In order to make the experience of VR more realistic, it, promotes other sensory information like sound, smell,, motion, temperature, etc. It is a comparatively new field, and has found its applications in gaming (Figure 3.3),, military training, medical procedures, entertainment,, social science and psychology, engineering and, other areas where simulation is needed for a better, understanding and learning., (B) Augmented Reality, The superimposition of computer generated perceptual, information over the existing physical surroundings is, called as Augmented Reality (AR). It adds components, of the digital world to the physical world, along with, the associated tactile and other sensory requirements,, thereby making the environment interactive and digitally, manipulable. Users can access information about the, nearest places with reference to their current location., They can get information about places and choose on, the basis of user reviews. With help of location-based, AR App, travellers can access real-time information of, historical places just by pointing their camera viewfinder, to subjects as depicted in Figure 3.4. Location-based, AR apps are major forms of AR apps., , 47, , Figure 3.2: Driving simulator, , Figure 3.3: Virtual Reality, Headset, , Figure 3.4: Location-based, Augmented Reality, , Unlike Virtual Reality, the, Augmented Reality does not, create something new, it, just alters or augments the, perception of the underlying, physical world through, additional information., , 2020-21, Ch 3.indd 47, , 08-Apr-19 11:41:16 AM

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48, , Computer Science – Class, , xi, , 3.2.4 Robotics, Robotics is an, interdisciplinary branch, of technology requiring, applications of mechanical, engineering, electronics,, and computer science,, among others. Robotics is, primarily concerned with, the design, fabrication,, operation, and application, of robots., , A robot is basically a machine capable of carrying out one, or more tasks automatically with accuracy and precision., Unlike other machines, a robot is programmable by a, computer, which means it can follow the instructions, given through computer programs. Robots were initially, conceptualised for doing repetitive industrial tasks, that are boring or stressful for humans or were labourintensive. Sensors are one of the prime components of, a robot. Robot can be of many types, such as wheeled, robots, legged robots, manipulators and humanoids., Robots that resemble humans are known as humanoids., Robots are being used in industries, medical science,, bionics, scientific research, military, etc. Some examples, are:, • NASA’s Mars Exploration Rover (MER) mission is, a robotic space mission to study about the planet, Mars (Figure 3.5)., , Figure 3.5: NASA’s Mars, Exploration Rover (MER), , Figure 3.6: Sophia is a, humanoid, , •, Think and Reflect, Can a drone be helpful, in the event of a natural, calamity?, , Activity 3.2, Find out what role are, robots playing in the, medical field?, , •, , Figure 3.7: Drone, , Sophia is a humanoid that uses artificial intelligence,, visual data processing, facial recognition and also, imitates human gestures and facial expressions, as, shown in Figure 3.6., A drone is an unmanned aircraft which can be, remotely controlled or can fly autonomously through, software-controlled flight plans in their embedded, systems, working in conjunction with onboard, sensors and GPS (Figure 3.7). They are being used, in many fields, such as journalism, filming and, aerial photography, shipping or delivery at short, distances, disaster management, search and rescue, operations, healthcare, geographic mapping and, structural safety inspections, agriculture, wildlife, monitoring or pooching, besides law-enforcement and, border patrolling., , 2020-21, Ch 3.indd 48, , 08-Apr-19 11:41:17 AM

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Emerging Trends, , 3.3 Big, , 49, , data, , With technology making an inroad into almost every, sphere of our lives, data is being produced at a colossal, rate. Today, there are over a billion Internet users, and, a majority of the world’s, web traffic is coming from, smartphones., Figure, 3.8 shows that at the, current pace, around 2.5, quintillion bytes of data, are created each day, and, the pace is increasing with, the continuous evolution, of the Internet of Things, (IoT)., This results in the, generation of data sets, of enormous volume and, complexity, called, Big, Data. Such data cannot, be processed and analysed, using, traditional, data, processing tools as the data, is not only voluminous, but, Figure 3.8: Sources of big data (numbers are, also unstructured like our, approximate), posts, instant messages, and chats, photographs that we share through various, sites, our tweets, blog articles, news items, opinion, polls and their comments, audio/video chats, etc., Big Data not only represents voluminous data, it also, involves various challenges like integration, storage,, analysis, searching, processing, transfer, querying and, visualisation of such data. Big data sometimes hold rich, information and knowledge which is of high business, value, and therefore there is a keen effort in developing, Think and Reflect, software and methods to process and analyse big data., 3.3.1 Characteristics of Big Data, Big data exhibits following five characteristics shown in, Figure 3.9, that distinguish it from traditional data., , How are your digital, activities contributing to, generation of Big data?, , 2020-21, Ch 3.indd 49, , 08-Apr-19 11:41:17 AM

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50, , Computer Science – Class, , Volume, Value, , BIG, DATA, , Velocity, , xi, , (A) Volume, The most prominent characteristic of big data is its, enormous size. If a particular dataset is of such large, size that it is difficult to process it with traditional DBMS, tools, it can be termed as big data., , (B) Velocity, Variety, It represents the rate at which the data under, consideration are being generated and stored. Big data, Figure 3.9: Characteristics has an exponentially higher rate of generation than, of big data, traditional data sets., Veracity, , (C) Variety, It asserts that a dataset has varied data, such as, structured, semi-structured and unstructured data., Some examples are text, images, videos, web-pages and, so on., (D) Veracity, Big data can be sometimes inconsistent, biased, noisy, or there can be abnormality in the data or issues, with the data collection methods. Veracity refers to, the trustworthiness of the data because processing, such incorrect data can give wrong results or mislead, the interpretations., (E) Value, Big data is not only just a big pile of data, but also, possess to have hidden patterns and useful knowledge, which can be of high business value. But as there is cost, of investment of resources in processing big data, we, should make a preliminary enquiry to see the potential, of the big data in terms of value discovery or else our, efforts could be in vain., 3.3.2 Data Analytics, “Data analytics is the process of examining data sets, in order to draw conclusions about the information, they contain, with the aid of specialised systems, and software.”, Data analytics technologies and techniques are, becoming popular day-by-day. They are used in, commercial industries to enable organisations to make, more informed business decisions. In the field of science, and technology, it can be useful for researchers to verify, or disprove scientific models, theories and hypotheses., Pandas is a library of the programming language, , 2020-21, Ch 3.indd 50, , 08-Apr-19 11:41:17 AM

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Emerging Trends, , 51, , Python that can be used as a tool to make data analysis, much simpler., , 3.4 Internet, , of, , Things (IoT), , The term computer network that we commonly use is, the network of computers. Such a network consists, of a laptop, desktop, server, or a portable device like, tablet, smartphone, smart watch,, etc., connected through wire or, wireless. We can communicate, between these devices using, Internet or LAN. Now imagine what, if our bulbs, fans and refrigerator, also became a part of this network., How will they communicate with, each other, and what will they, communicate? Think about the, advantages and tasks that can, be accomplished if all these, devices with smart connectivity, Figure 3.10: Internet of Things (IoT), features are able to communicate, amongst themselves and we are, also able to communicate with them using computers, or smartphones., The ‘Internet of Things’ is a network of devices, that have an embedded hardware and software to, communicate (connect and exchange data) with other, devices on the same network as shown in Figure 3.10., Activity 3.3, At present, in a typical household, many devices have, Explore and list a few, advanced hardware (microcontrollers) and software., IoT devices available in, These devices are used in isolation from each other, with, the market., maximum human intervention needed for operational, directions and input data. IoT tends to bring together, these devices to work in collaboration and assist each, other in creating an intelligent network of things. For, example, if a microwave oven, an air conditioner, door, lock, CCTV camera or other such devices are enabled, to connect to the Internet, we can access and remotely, control them on-the-go using our smartphone., 3.4.1 Web of Things (WoT), Internet of Things allows us to interact with different, devices through Internet with the help of smartphones, , 2020-21, Ch 3.indd 51, , 08-Apr-19 11:41:18 AM

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52, , Computer Science – Class, Activity 3.4, , We use GPS to, navigate outdoors. VPS, is another emerging, trend that uses, Augmented Reality., Explore and find its, other utilities., , xi, , or computers, thus creating a personal network. But to, interact with ‘n’ number of different devices, we need, to install ‘n’ different apps. Wouldn’t it be convenient, to have one interface to connect all the devices? The, web is already being used as a system to communicate, with each other. So, will it be possible to use the web, in such a way that all things can communicate with, each other in the most efficient manner by integrating, them together? Web of Things (WoT) allows use of web, services to connect anything in the physical world,, besides human identities on web. It will pave way for, creating smart homes, smart offices, smart cities and, so on., 3.4.2 Sensors, What happens when you hold your mobile vertically, or horizontally? The display also changes to vertical or, horizontal with respect to the way we hold our mobile., This is possible with the help of two sensors, namely, accelerometer and gyroscope (gyro). The accelerometer, sensor in the mobile phones detects the orientation of, the phone. The Gyroscope sensors, tracks rotation or, twist of your hand and add to the information supplied, by the accelerometer., Sensors are very commonly used as monitoring, and observing elements in real world applications. The, evolution of smart electronic sensors is contributing in, a large way to the evolution of IoT. It will lead to creation, of new sensor-based, intelligent systems., A smart sensor is a device that takes input from, the physical environment and uses built-in computing, resources to perform predefined functions upon detection, of specific input and then process data before passing it on., 3.4.3 Smart Cities, , Think and Reflect, What are your ideas of, transforming your city, into a smart city?, , With rapid urbanisation, the load on our cities are, increasing day-by-day, and there are challenges in, management of resources like land water, waste, air, pollution, health and sanitation, traffic congestions,, public safety and security, besides the overall city, infrastructures including road, rail, bridge, electricity,, subways, disaster management, sports facilities, etc., These challenges are forcing many city planners around, the world to look for smarter ways to manage them and, make cities sustainable and livable., 2020-21, , Ch 3.indd 52, , 08-Apr-19 11:41:18 AM

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Emerging Trends, , 53, , The idea of a, smart city as shown, in Figure 3.11 makes, use, of, computer, and communication, technology along with, IoT to manage and, distribute resources, efficiently. The smart, building shown here, uses sensors to detect, earthquake tremors, and, then, warn, nearby, buildings, so that they can, prepare themselves, Figure 3.11: Smart city, accordingly. The smart, bridge uses wireless sensors to detect any loose bolt,, cable or crack. It alerts concerned authorities through, SMS. The smart tunnel also uses wireless sensors to, detect any leakage or congestion in the tunnel. This, information can be sent as wireless signals across the, network of sensor nodes to a centralised computer for, further analysis., Every sphere of life in a city like transportation, systems, power plants, water supply networks, waste, management, law enforcement, information systems,, schools, libraries, hospitals and other community, services work in unison to optimise the efficiency of city, operations and services., , 3.5 Cloud Computing, Cloud computing is an emerging trend in the field, of information technology, where computer-based, services are delivered over the Internet or the cloud,, and it is accessible to the user from anywhere using, any device. The services comprise software, hardware, (servers), databases, storage, etc. These resources are, provided by companies called cloud service providers, and usually charge on a pay per use basis, like the, way we pay for electricity usage. We already use cloud, services while storing our pictures and files as backup, on Internet, or host a website on the Internet. Through, , 2020-21, Ch 3.indd 53, , 08-Apr-19 11:41:18 AM

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54, , Computer Science – Class, , xi, , cloud computing, a user can run a bigger application, or process a large amount of data without having the, required storage or processing power on their personal, computer as long as they are connected to the Internet., Besides other numerous features, cloud computing, offers cost-effective, on-demand resources. A user can, avail need-based resources from the cloud at a very, reasonable cost., 3.5.1 Cloud Services, A better way to understand the cloud is to interpret, everything as a service. A “service” corresponds to any, facility provided by the cloud. There are three standard, models to categorise different, computing, services, delivered, through cloud as shown in Figure, 3.12. These are Infrastructure, as a Service (IaaS), Platform as a, Service (PaaS), and Software as a, Service (SaaS)., (A) Infrastructure as a Service, (IaaS), The IaaS providers can offer, different kinds of computing, infrastructure, such as servers,, virtual machines (VM), storage, and backup facility, network, Figure 3.12: Cloud computing, components, operating systems, or any other hardware or software. Using IaaS from, the cloud, a user can use the hardware infrastructure, located at a remote location to configure, deploy, and execute any software application on that cloud, infrastructure. They can outsource the hardware and, software on a demand basis and pay as per the usage,, thereby they can save the cost of software, hardware, and other infrastructures as well as the cost of setting, up, maintenance and security., (B) Platform as a Service (PaaS), The facility provided by the cloud, where a user can, install and execute an application without worrying, about the underlying infrastructure and their setup., That is, PaaS provides a platform or environment, to develop, test, and deliver software applications., , 2020-21, Ch 3.indd 54, , 08-Apr-19 11:41:18 AM

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Emerging Trends, , Suppose we have developed a web application using, MySQL and Python. To run this application online, we, can avail a pre-configured Apache server from cloud, having MySQL and Python pre-installed. Thus, we are, not required to install MySQL and Python on the cloud,, nor do we need to configure the web server (Apache,, nginx). In PaaS, the user has complete control over the, deployed application and its configuration. It provides, a deployment environment for developers at a much, reduced cost lessening the complexity of buying and, managing the underlying hardware and software., , 55, , Activity 3.5, Name a few data, centers in India along, with the major services, that they provide., , (C) Software as a Service (SaaS), SaaS provides on-demand access to application software,, usually requiring a licensing or subscription by the, user. While using Google Doc, Microsoft Office 365,, Drop Box, etc., to edit a document online, we use SaaS, from cloud. A user is not concerned about installation, or configuration of the software application as long, as the required software is accessible. Like PaaS, a, user is provided access to the required configuration, settings of the application software, that they are using, at present., In all of the above standard service models, a user, can use on-demand infrastructure or platform or, software and is usually charged as per usage, thereby, eliminating the need of a huge investment upfront for, a new or evolving organisation. In order to utilise and, harness the benefits of cloud computing, Government of, India has embarked upon an ambitious initiative — “GI, Cloud” which has been named as ‘MeghRaj’ (https://, cloud.gov.in)., , Users sharing their resources, , 3.6 Grid Computing, A grid is a computer network of geographically, dispersed and heterogeneous computational, resources as shown in Figure 3.13. Unlike, cloud, whose primary focus is to provide, services, a grid is more application specific, and creates a sense of a virtual supercomputer, with an enormous processing power and, storage. The constituent resources are called, nodes. These different nodes temporarily come, together to solve a single large task and to reach, a common goal., , Grid Resource, Management, System, , Users sharing their resources, , Figure 3.13: Grid computing, , 2020-21, Ch 3.indd 55, , 08-Apr-19 11:41:19 AM

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56, , Computer Science – Class, , Think and Reflect, How can some of, the emerging trends, discussed, in, this, chapter be used as, assistive tools for people, with disabilities?, , xi, , Nowadays, countless computational nodes ranging, from hand-held mobile devices to personal computers, and workstations are connected to LAN or Internet., Therefore, it is economically feasible to reuse or utilise, their resources like memory as well as processing power., The grid provides an opportunity to solve computationally, intense scientific and research problems without, actually procuring a costly hardware., Grid can be of two types — (i) Data grid, used to, manage large and distributed data having required, multi-user access, and (ii) CPU or Processor grid, where, processing is moved from one PC to another as needed, or a large task is divided into subtasks and divided to, various nodes for parallel processing., Grid computing is different from IaaS cloud service., In case of IaaS cloud service, there is a service provider, who rents the required infrastructure to the users., Whereas in grid computing, multiple computing nodes, join together to solve a common computational problem., To set up a grid, by connecting numerous nodes in, terms of data as well as CPU, a middleware is required to, implement the distributed processor architecture. The, Globus toolkit (http://toolkit.globus.org/toolkit) is one, such software toolkit used for building grids, and it is, open source. It includes software for security, resource, management, data management, communication, fault, detection, etc., , 3.7 Blockchains, Traditionally, we perform digital transactions by storing, data in a centralised database and the transactions, performed are updated one by one on the database. That, is how the ticket booking websites or banks operate., However, since all the data are stored on a central, location, there are chances of data being hacked or lost., The blockchain technology works on the concept of, decentralised and shared database where each computer, has a copy of the database. A block can be thought as, a secured chunk of data or valid transaction. Each, block has some data called its header, which is visible, to every other node, while only the owner has access to, the private data of the block. Such blocks form a chain, , 2020-21, Ch 3.indd 56, , 08-Apr-19 11:41:19 AM

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Emerging Trends, , Someone requests, a transaction, , 57, , The request is, broadcast to all, nodes in the, network, , If verified by all nodes,, the block get added in the, already existing chain of, blocks, , The transaction, is complete, , Figure 3.14: Block chain technology, , called blockchain as shown in Figure 3.14. We can, define blockchain as a system that allows a group of, connected computers to maintain a single updated and, secure ledger. Each computer or node that participates, in the blockchain receives a full copy of the database. It, maintains an ‘append only’ open ledger which is updated, only after all the nodes within the network authenticate, the transaction. Safety and security of the transactions, are ensured because all the members in the network, keep a copy of the blockchain and so it is not possible, for a single member of the network to make changes or, alter data., The most popular application of blockchains, technology is in digital currency. However, due to its, decentralised nature with openness and security,, blockchains are being seen as one of the ways to ensure, transparency, accountability and efficiency in business, and as well as governance systems., For example, in healthcare, better data sharing, between healthcare providers would result in a higher, probability of accurate diagnosis, more effective, treatments, and the overall increased ability of healthcare, organisations to deliver cost-effective care. Another, potential application can be for land registration records,, to avoid various disputes arising out of land ownership, claims and encroachments. A blockchain-based voting, system can solve the problem of vote alterations and, other issues. Since everything gets stored in the ledger,, voting can become more transparent and authentic. The, blockchain technology can be used in diverse sectors,, , Think and Reflect, Name any two areas, other than those given, where the concept of, blockchain technology, can be useful., , 2020-21, Ch 3.indd 57, , 08-Apr-19 11:41:19 AM

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58, , Computer Science – Class, , Notes, , xi, , such as banking, media, telecom, travel and hospitality, and other areas., , Summary, •, •, •, •, •, •, •, , •, •, , •, , •, , Artificial intelligence (AI) endeavours to simulate, the natural intelligence of human beings into, machines thus making them intelligent., Machine learning comprises algorithms that use, data to learn on their own and make predictions., Natural Language Processing (NLP) facilitates, communicating with intelligent systems using a, natural language., Virtual Reality (VR) allows a user to look at, explore, and interact with the virtual surroundings, just, like one can do in the real world., The superimposition of computer-generated, perceptual information over the existing physical, surroundings is called Augmented Reality., Robotics can be defined as the science or study of, the technology primarily associated with the design,, fabrication, theory and application of robots., Big data holds rich information and knowledge, which can be of high business value. Five, characteristics of big data are: Volume, Velocity,, Variety, Veracity and Value., Data analytics is the process of examining data sets, in order to draw conclusions about the information, they contain., The Internet of Things (IoT) is a network of devices, that have an embedded hardware and software to, communicate (connect and exchange data) with, other devices on the same network., A sensor is a device that takes input from the, physical environment and uses built-in computing, resources to perform predefined functions upon, detection of specific input and then processes data, before passing it on., Cloud computing allows resources located at, remote locations to be made available to anyone, anywhere. Cloud services can be Infrastructure as, a Service (IaaS), Platform as a Service (PaaS) and, Software as a Service (SaaS)., , 2020-21, Ch 3.indd 58, , 08-Apr-19 11:41:19 AM

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Emerging Trends, , •, •, , A grid is a computer network of geographically, dispersed and heterogeneous computational, resources., Blockchain is a system that allows a group of, connected computers to maintain a single updated, and secure ledger which is updated only after all the, nodes in the network authenticate the transaction., , 59, , Notes, , Exercise, 1. List some of the cloud-based services that you are, using at present., 2. What do you understand by the Internet of Things?, List some of its potential applications., 3. Write short notes on the following:, a) Cloud Computing, b) Big data and its Characteristics, 4. Explain the following along with their applications., a) Artificial Intelligence, b) Machine Learning, 5. Differentiate between cloud computing and grid, computing with suitable examples., 6. Justify the following statement:, “Storage of data is cost-effective and time saving in, cloud computing.”, 7. What is on-demand service? How it is provided in, cloud computing?, 8. Write examples of the following:, a) Government provided cloud computing platform, b) Large scale private cloud service providers and, the services they provide, 9. A company interested in cloud computing is looking, for a provider who offers a set of basic services,, such as virtual server provisioning and on demand, storage that can be combined into a platform for, deploying and running customised applications., What type of cloud computing model fits these, requirements?, a) Platform as a Service, b) Software as a Service, c) Application as a Service, d) Infrastructure as a Service, , 2020-21, Ch 3.indd 59, , 08-Apr-19 11:41:19 AM

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60, , Computer Science – Class, , Notes, , xi, , 10. If the government plans to make a smart school by, applying IoT concepts, how can each of the following, be implemented in order to transform a school into, IoT-enabled smart school?, a) e-textbooks, b) Smart boards, c) Online Tests, d) Wifi sensors on classrooms doors, e) Sensors in buses to monitor their location, f) Wearables (watches or smart belts) for, attendance monitoring., 11. Five friends plan to try a startup. However, they, have a limited budget and limited computer, infrastructure. How can they avail the benefits of, cloud services to launch their startup?, 12. Governments provide various scholarships to, students of different classes. Prepare a report on how, blockchain technology can be used to promote, accountability, transparency and efficiency in, distribution of scholarships?, 13. How are IoT and WoT related?, 14. Match the columns:, Column A, , Column B, , 1. You got a reminder to take, medication, , A. Smart Parking, , 2. You got an SMS alert that, you forgot to lock the door, , B. Smart, Wearable, , 3. You got an SMS alert that, parking space is available, near your block, , C. Home, Automation, , 4. You turned off your LED TV, from your wrist watch, , D. Smart Health, , 2020-21, Ch 3.indd 60, , 08-Apr-19 11:41:19 AM