Questions And Answers On Industrial Internet Of Things

Questions And Answers On Industrial Internet Of Things

1. ___ is a subset of machine learning that can learn automatically by finding the features of the object on its own.
a) Deep learning
b) Artificial intelligence
c) Human learning
d) None of the above
Answer: Deep learning

2. SQL stands for_____
a) Structured Query Language
b) Semantic Query Language
c) Source Query Language
d) Safe Query Language
Answer: Structured Query Language

3. Which of the following is not a characteristic of Big Data ?
a) Velocity
b) Veracity
c) Vitality
d) Value
Answer: Vitality

4. HDFS is a file system derived from open-source codes of ____.
a) Smart FS
b) KFS
c) GFS
d) None of the above
Answer: GFS

5. Which of the following feature(s) is/are essential for cloud-based analytics methods as per NIST?
a) Wide network access
b) Method grouping
c) Fast flexibility
d) All of the above
Answer: All of the above

6. Which of the following is/are the component(s) of Cyber Security?
a) Application security
b) Information security
c) Network security
d) All of the above
Answer: All of the above

7. Application firewall is an example of ______ countermeasure.
a) Hardware
b) Software
c) Both (a) and (b)
d) None of the above
Answer: Software

8. What does OPSEC stand for?
a) Outer Precision Security
b) Operational Security
c) Optional Security
d) None of the above
Answer: Operational Security

9. What are the three main parts of SDCMA?
a) Software plane, hardware plane, EIF
b) Security plane, hardware sensor, EIF
c) Security plane, hardware plane, EIF
d) None of the above
Answer: Software plane, hardware plane, EIF

10. Which of the following issues is/are raised due to the lack of a proper standardization?
a) Device interoperability
b) Semantic interoperability
c) Security and privacy
d) All of the above
Answer: All of the above

11. what is/are the benefit(s) of IIoT?
a) Improves productivity
b) Enables remote diagnosis
c) Reduces operation time
d) All of the above
Answer: All of the above

12. Which of the following sensors is used for tracking miners in mining industries?
a) Strata monitoring sensor
b) RFID tags
c) Gas sensor
d) Temperature sensor
Answer: RFID tags

13. What is the third wave in the three waves of innovation?
a) Industrial revolution
b) Internet revolution
c) Industrial internet
d) IIoT revolution
Answer: Industrial internet

14. How many key elements are there in the Industrial Internet?
a) 5
b) 2
c) 3
d) None of the above
Answer: 3

15. Which of the following best describes a smart sensor?
a) Sensor with small memory, processor, and communication interface
b) Sensor with only memory
c) Sensor with only LED
d) Sensor with only Buzzer
Answer: Sensor with small memory, processor, and communication interface

16. Which of the following is not a part of a smart sensor node?
a) ADC
b) DAC
c) Actuator
d) None of the above
Answer: None of the above

17. Which of the following is not a hardware specific Intel library for IoT devices?
a) UPM
b) MRAA
c) Both (a) and (b)
d) All of the above
Answer: MRAA

18. What is/are the application(s) of GPS tracker in IIoT?
a) Tracking real-time objects
b) Spot significant places
c) Analyze traffics
d) All of the above
Answer: All of the above

19. What is the prime characteristic of Industry 3.0?
a) Computer and automation
b) Mass production
c) Mechanization
d) None of the above
Answer: Computer and automation

20. What is/are the benefit(s) of Industrial Process 4.0?
a) Cost reduction
b) Service-oriented deployment
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

21. strain gauge converts ____ to ____.
a) Electrical energy, strain
b) Strain, electrical energy
c)Strain, light energy
d)Light energy, strain
Answer: Strain, electrical energy

22. Temperature sensor is a type of ____ sensor.
a)Vector
b)Scalar
c)Both (a) and (b)
d)None of the above
Answer: Scalar

23. Solenoid is a type of ____.
a)Actuator
b)Digital sensor
c)Analog sensor
d)None of the above
Answer: Actuator

24. A typical accelerometer is a type of ____.
a)Actuator
b)Passive Sensor
c)Active Sensor
d)None of the above
Answer: Passive Sensor

25. Which of the following is not a communication protocol for IoT?
a)Zigbee
b)Wireless HART
c)ISA 100
d)Y-Wave
Answer: Y-Wave

26. Which of the following topologies is supported by WirelessHART?
a)Star
b)Mesh
c)Both (a) and (b)
d)None of the above
Answer: Both (a) and (b)

27. Which of the following is not a type of node defined in the Zigbee protocol?
a)Switch
b)Coordinators
c)End devices
d)Routers
Answer: Switch

28. Z-Wave is a simpler and cheaper alternative to ____ for small to medium range connectivity.
a)ISA 100
b)6LoWPAN
c)Wireless Hart
d)Zigbee
Answer: Zigbee

29. Which of the following is used in ISA 100.11a for resource sharing and collision avoidance?
a)CDMA/CSMA
b)TDMA/CSMA
c)TDMA/CDMA
d)None of the above
Answer: TDMA/CSMA

30. Class 3 radios in Bluetooth have an operating range of __ meter(s).
a)100
b)10
c)1
d)0.1
Answer: 1

31. Which of the following is true for networks of IoT devices?
a)Low throughput, high packet loss
b)High throughput, low packet loss
c)High throughput, high packet loss
d)Low throughput, Low packet loss
Answer: Low throughput, high packet loss

32. CoRE framework views sensors and actuators as ___ resources.
a)Energy
b)Data
c)Web
d)None of the above
Answer: Web

33. QoS level-1 in MQTT is also known as ____ delivery.
a)At most once
b)At least once
c)Exactly once
d)None of the above
Answer: At least once

34. Which of the following is not a type of CoAP message?
a)CON
b)NON
c)NOC
d)RST
Answer: NOC

35. Which of the following is true for the traditional XMPP protocol?
a)It is a centralized protocol.
b)It does not support interoperability between heterogeneous networks.
c)It works on top of UDP.
d)It is a decentralized protocol.
Answer: It is a decentralized protocol.

36. Which of the following is not an example of a biological megatrend of the fourth industrial revolution?
a)Genetic sequencing
b)Recommender System (IBM Watson)
c)Bitcoin
d)Cell Modification
Answer: Bitcoin

37. ____ of manufacturing industry in Industry 4.0 incorporates evaluation of relevant issues and performance metrics.
a) Infrastructure assessment
b) Cost assessment
c)Supply chain assessment
d)Sustainability assessment
Answer: Sustainability assessment

38. Which of the following is not an element of globalization?
a)Energy price
b)Supply Chain Management
c)Business Models
d)None of the above
Answer: None of the above

39. Which of the following incorporates the knowledge of international and local cultures in business models?
a)Sustainable modification
b)Sustainable customization
c)Mass customization
d)Mass modification
Answer: Mass customization

40. Which of the following is true about recession and depression?
a)Duration of recession ranges between a few months to 2 years, whereas that of depression is more than 2 years
b)Duration of depression ranges between a few months to 2 years, whereas that of recession is more than 2 years
c)Duration of recession ranges between a few months to 3 years, whereas that of depression is more than 3 years
d)Duration of depression ranges between a few months to 3 years, whereas that of recession is more than 3 years
Answer: Duration of recession ranges between a few months to 2 years, whereas that of depression is more than 2 years

41. Which of the following is true about Cyber-Physical Systems?
a) It is a generalization of “embedded systems”
b) It possesses computation, communication, and controlling capabilities
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

42. State true or false — “Cyber-Physical systems are equipped with control systems with feedback loop”.
a) True
b) False
Answer: True

43. What is Single Source of Truth (SSoT) in the context of collaboration productivity in Industry 4.0 ?
a) Practice of formatting information models to store every data element exactly once
b) Practice of formatting information models to store every data element exactly twice
c) Practice of formatting information models to store duplicate copy of every data element
d) None of the above
Answer: Practice of formatting information models to store every data element exactly once

44. Which of the following is/are the main goal(s) of PLM?
a) Maximize product revenue
b) Decrease product-associated costs
c) Increase product’s value
d) All of the above
Answer: All of the above

45. Which of the following is not a method/technique to refine production across the lifecycle in PLM?
a) ABC
b) DFS
c) PAY
d) All of the above
Answer: PAY

46. State true or false — “Augmented reality amplifies the present perception of reality”.
a) False
b) True
Answer: True

47. ________ gives an outcome when the reader is sensed by a camera and visual marker.
a) Marker-based AR
b) Markerless AR
c) Projection-based AR
d) Superimposition-based AR
Answer: Marker-based AR

48. Which of the following uses a real world setting for its functioning --
a) AR
b) VR
c) Both (a) and (b)
d) None of the above
Answer: AR

49. Virtual reality incorporates ___ and ___ sensory feedback.
a) auditory, visual
b) temperature, humidity
c) solid, liquid
d) None of the above
Answer: auditory, visual

50. Artificial Intelligence is a creation of software having intuitive decision- making ability
a) True
b) False
Answer: True

51. Amazon applies the features of IIoT to reduce the operational cost and increase the operational latency in ______.
a) Goods production
b) Human resource management
c) Warehouse management
d) None of the above
Answer: Warehouse management

52. The smart factory features of Cisco & Fanuc include ____.
a) Failure forecasting
b) Predictive Maintenance
c) ZDT
d) All of the above
Answer: All of the above

53. Which of the following does John Deere facilitate?
a) Precision agriculture
b) Traffic navigation system
c) Drone-based package delivery
d) None of the above
Answer: Precision agriculture

54. Which of the following belongs to the building blocks of a generic business model?
a) Revenue generation and Margins
b) Non-competitive strategy
c) Logistics structure
d) None of the above
Answer: Revenue generation and Margins

55. The Subscription Model is capable of generating ___.
a) One-time revenue
b) No revenue
c) Recurring revenue
d) None of the above
Answer: Recurring revenue

56. In which of the following scenarios can IoT products be used as “a proxy to sell another product”?
a) Sell products which does not require refills
b) Sell products which requires refills
c) Collect data from users while providing services
d) None of the above
Answer: Sell products which requires refills

57. Which of the following raise(s) the need for new business models for IoT?
a) Increased business opportunities due to the advent of IoT
b) Unstructured ecosystem in IoT
c) Extended scope beyond the company level to ecosystem level
d) All of the above
Answer: All of the above

58. Which of the following is a type of IIoT business model?
a) Cloud-based
b) Service-oriented
c) Process-oriented
d) All of the above
Answer: All of the above

59. Which of the following is/are the challenge(s) of the security framework in IIoT business model?
a) Device level authentication
b) Application security
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

60. Which of the following is/are considered as the safety requirement(s) in IIRA infrastructure?
a) Condition of operating system
b) No unexpected risk of physical injury to people
c) Damage to property or environment is avoided
d) All of the above
Answer: All of the above

61. Which of the following is true for lean approach?
a)Looks from tasks perspective
b)Looks from production perspective
c)Looks from overall expenditure perspective
d)Looks from customers perspective
Answer: Looks from customers perspective

62. Over processing refers to –
a)Doing more work in a product than the customer values
b)Producing more product sooner than the customers are ready for
c)Inactivity period of people due to lack of material or information
d)None of the above
Answer: Doing more work in a product than the customer values

63. Which of the following types of works can be observed in a product’s value stream?
a)Value-added
b)Incidental
c)Both (a) and (b)
d)None of the above
Answer: Both (a) and (b)

64. Which of the following principles should be followed for the implementation of people engagement in a lean production system?
a)Learn, Adapt, Do
b)Learn, Do, Teach
c)Learn, Teach, Adapt
d)Adapt, Do, Teach
Answer: Learn, Do, Teach

65. Smart and connected products help in _______by optimizing the resources.
a)Enhancing performance
b)Enabling remote services
c)Assisting in product repairing
d)All of the above
Answer: All of the above

66. The function of digital layer in a smart business model includes –
a)Storing Data
b)Analyzing Data
c)Processing Data
d)All of the above
Answer: All of the above

67. Which of the following is an advantage of running smart factories?
a)Reduced predictability
b)Improved quality
c)Increased cost
d)Reduced safety
Answer: Improved quality

68. Which of the following is not a component of a smart factory?
a)Smart devices
b)Smart engineering
c)Smart homes
d)Innovation
Answer: Smart homes

69. Which of the following is a supporting technology for smart factories?
a)Smart grid
b)Big data
c)Both (a) and (b)
d)None of the above
Answer: Both (a) and (b)

70. Which of the following is used to operate instruments remotely in smart factories?
a)Augmented Reality
b)Supply chain
c)Both (a) and (c)
d)None of the above
Answer: Augmented Reality

71. ______ smartphone apps help in detecting the health condition of a patient.
a) Medical communication-enabled
b) Medical education-based
c) Diagnostic
d) None of these
Answer: Diagnostic

72. Which of the following networks is/are used in IIoT based healthcare technology?
a) WBAN
b) All of the above
Answer: All of the above

73. Which of the following communication networks includes controllers, regulators, and data collectors?
a) Neighborhood Area Network
b) Field Area Network
c) Wide Area Network
d) None of the above
Answer: Field Area Network

74. A typical AMI consists of _______.
a) Smart meters
b) Communication networks
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

75. Which of the following is true about the digital twins in power plants?
a) Can be considered as virtual power plant
b) Increase fuel consumption
c) Increase energy consumption
d) None of the above
Answer: Can be considered as virtual power plant

76. Which of the following is true about RFID tags?
a) Active tags do not have any internal power source
b) Semi-passive tags have onboard battery
c) Passive tags are battery powered
d) Semi-passive tags have active transmitter
Answer: Semi-passive tags have onboard battery

77. Which of the following statements is not true about barcodes?
a) Barcodes are printed on paper and plastic which makes them vulnerable
b) Barcodes can contain added information
c) Barcodes have less security and hence, can be forged
d) Only one barcode can be read at a time
Answer: Barcodes can contain added information

78. Which of the following types of RFID tags rely on backscattering?
a) Active
b) Passive
c) Semi-Passive
d) None of the above
Answer: Semi-Passive

79. The full form of VPN is ____.
a) Virtual Private Network
b) Virtual Permutation Network
c) Virtual Pre-hosted Network
d) None of these
Answer: Virtual Private Network

80. Which of these is/are the example(s) of VR?
a) Oculus Rift
b) Samsung Gear VR
c) Google Cardboard
d) All of the above
Answer: All of the above

81. What is the function of Firewalls?
a) Detecting and blocking tampering of data
b) Encrypting connection between two hosts
c) Acting as barriers between trusted internal network and external networks
d) Dividing the network into smaller parts and enforcing security policies explicitly
Answer: Acting as barriers between trusted internal network and external networks

82. Which of the following support services is used for monitoring, gathering, and disseminating relevant information and making decisions in facility management?
a) Administrative Support
b) Information technology
c) Human Resources
d) Marketing
Answer: Administrative Support

83. Which of the following is/are considered to be the application(s) of IoT in Facility Management?
a) Lighting
b) Refrigeration
c) Smart Meters
d) All of the above
Answer: All of the above

84. Which of the following describe(s) the benefit(s) of using IoT applications for Facility Management?
a) Improve customer experience
b) Prevent unauthorized access
c) Real time tracking
d) All of the above
Answer: All of the above

85. Condition-based monitoring in IoT-based chemical industries includes _____.
a) Addressing real time issues
b) Pricing model with the profit margin
c) Improving service
d) None of the above
Answer: Pricing model with the profit margin

86. Which of the following is not considered as part of the workflow of an oil and gas industry?
a) Providing top-down review
b) Applying predictive analytics
c) Deploying IoT solutions in different locations
d) Generating on-premises simulated data
Answer: Providing top-down review

87. IoT improves logistics in a typical chemical industry by ______.
a) Adjusting the amount of required material
b) Detection of contamination or attacks
c) Water, nutrients, and pesticides analysis
d) None of the above
Answer: Detection of contamination or attacks

88. IoT applications in a typical pharmaceutical industry include ______.
a) Quality control by continuous monitoring
b) Drug examination
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

89. UAVs in industries communicate directly to ____.
a) An industrial control system
b) A user
c) Both (a) and (b)
d) None of the above
Answer: An industrial control system

90. 3D mapping of carbon storage in the forest refers to ______.
a) Managing forest plantations
b) Measuring the emission of carbon monoxide by biomass using remote sensing
c) Resisting deforestation
d) Measuring the carbon storage in biomass using remote sensing
Answer: Measuring the carbon storage in biomass using remote sensing

91. IoT-based forestry survey includes _____.
a) Information about forest species
b) Information about humans around the forest
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

92. Which of the following is not an application of UAVs in mining?
a) Inspect bridges, dams
b) Manage stockpiles
c) Site exploration
d) Grading control
Answer: Inspect bridges, dams

93. Which of the following statements is true about UAVs?
a) UAVs create unnecessary road traffic
b) UAVs can only monitor oil and gas fields by collecting videos
c) Traditional firework display is costlier than UAV-based light displays
d) UAV-based light displays are controlled by multiple computers
Answer: Traditional firework display is costlier than UAV-based light displays

94. Which of the following qualifies as the subject matter of a case study?
a) Large number of individuals
b) Large geographical area
c) Limited number of individuals
d) None of the above
Answer: Limited number of individuals

95. Magna-Steyr uses smart factory applications for _____.
a) Asset tracking
b) Smart packaging
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

96. What is the Caterpillar?
a) A machine learning technique for predictive analytics and maintenance
b) Provides protection against phishing attacks
c) Both (a) and (b)
d) None of the above
Answer: A machine learning technique for predictive analytics and maintenance

97. How many layers are observed in the IoT platform offered by Hitachi-Lumada?
a) 4
b) 5
c) 6
d) 3
Answer: 5

98. What is Esskeso?
a) Smart cooking solution
b) Refrigeration solution
c) Smart power grid solution
d) All of the above
Answer: Smart cooking solution

99. Which of the following IIoT solutions provides the services of smart indoor farming?
a) Flavor Matrix
b) IntelliCup
c) Spinn Inc.
d) FarmShelf
Answer: FarmShelf

100. iHealth BP5 is an example of an _____.
a) IoT-based blood pressure monitoring system
b) IoT-based body temperature monitoring device
c) IoT-based glucose monitoring system
d) None of the above
Answer: IoT-based blood pressure monitoring system

101. What is the goal of using Fog computing in IIoT?
a) Process control analytics
b) Enable new functionalities along with additional features
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

102. Which of the following solutions is/are the fog computing-based product(s) offered by Nebbiolo Technologies?
a) fogNode
b) fogSM
c) fogOS
d) All of the above
Answer: All of the above

103. _______ is used to determine the remainder of a division in R.
a) %
b) /
c) //
d) %%
Answer: %%

104. The “igraph” package in R is used for _____.
a) Network analysis
b) Fuzzy clustering
c) Random forest classification
d) None of the above
Answer: Network analysis

105. _____ merges the benefits of Python language with the performance of C language.
a) Julia programming language
b) R programming language
c) Java programming language
d) Kotlin programming language
Answer: Julia programming language

106. What are the basic service models provided by cloud computing?
a) IaaS, PaaS, SaaS
b) AaaS, NaaS, DaaS
c) KaaS, RaaS, BaaS
d) None of the above
Answer: IaaS, PaaS, SaaS

107. “Masses of data generated by gene sequencing” represent which type of data?
a) Enterprise data
b) Biomedical data
c) Agricultural data
d) None of the above
Answer: Biomedical data

108. What is Hadoop?
a) An open-source implementation for Google File system
b) An open-source implementation for MapReduce
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

109. Which of the following database(s) use(s) the concept of relational database?
a) MongoDB
b) NoSQL
c) Both (a) and (b)
d) None of the data
Answer: MongoDB

110. What are the properties of a Data Center Network?
a) Agility
b) Reliable
c) Secure
d) All of the above
Answer: All of the above

111. “If the exposure of the sensor to the target gas is stopped, the sensor resistance can return back to its base resistance value” --- which of the following terms represents this characteristic of a generic gas sensor?
a) Sensitivity
b) Selectivity
c) Reversibility
d) Stability
Answer: Reversibility

112. A generic gas sensing system primarily includes _____.
a) Sensor module
b) Processing unit
c) Analog temperature controller
d) All of the above
Answer: All of the above

113. Which of the following do(es) not refer to the typical communication requirements in industries?
a) Very high duty-cycle
b) Real-time
c) Very low latency
d) None of the above
Answer: Very high duty-cycle

114. EtherCAT allows PDO/telegram exchange ______.
a) Among the slave devices
b) Between the master and the slave devices
c) Among the master devices
d) None of the above
Answer: Between the master and the slave devices

115. Which of the following follow(s) IEC 61158 standard?
a) EtherCAT
b) Profibus
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

116. MBP is used for transmission and is suitable for hazardous environments. What does “MBP” stand for?
a) Manchester Bus Parity
b) Manchester Bit Power
c) Manchester Bus Power
d) None of the above
Answer: Manchester Bus Power

117. Which of the following standards is/are followed by CC-Link?
a) IEC 61058
b) IEC 61508
c) IEC 61580
d) None of the above
Answer: IEC 61508

118. DeviceNet uses ____.
a) CAN
b) SAN
c) PAN
d) MAN
Answer: CAN

119. Which of the following is/are not aligned with the ITU service category?
a) eMMB
b) uRRLC
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

120. In North America, which frequency band is used for LoRa?
a) 169 MHz
b) 433 MHz
c) 868 MHz
d) 915 MHz
Answer: 915 MHz

121. What is IIRA?
a) Industrial Internet Reference Academy
b) Industrial Interoperable Reference Architecture
c) Industrial Internet Reference Architecture
d) Informative Internet Reference Architecture
Answer: Industrial Internet Reference Architecture

122. IIRA v1.8 includes a ___-tier architecture.
a) 4
b) 3
c) 2
d) 5
Answer: 3

123. The gateway-mediated edge architecture in IIRA v1.8 consists of _____.
a) IIoT edge system
b) Local Area Network
c) Gateway connecting the Wide Area Network
d) All of the above
Answer: All of the above

124. How many types of IIRA viewpoints are described by IIC?
a) 4
b) 3
c) 2
d) 5
Answer: 4

125. Execution of a task in the usage viewpoint of IIRA includes ______.
a) Logistics map
b) Role
c) Managerial map
d) all of the above
Answer: Role

126. What does a magnetostrictive sensor measure?
a) Time-varying strain in ferromagnetic materials
b) Time-varying strain in non ferromagnetic material
c) Both of the above
d) None of the above
Answer: Time-varying strain in ferromagnetic materials

127. In IIoT applications, a pressure sensor is used to measure ______.
a) the atmospheric pressure in different Geographical location
b) the pressure in hydraulics systems
c) Both (a) and (b)
d) None of the above
Answer: the pressure in hydraulics systems

128. What does a PIR sensor detect?
a) Motion of human body parts
b) Pulse
c) Blood pressure
d) Infrared radiation from human body
Answer: Infrared radiation from human body

129. Which of the following is/are not referred to as the electrical variations of gas sensing methods?
a) Polymer
b) Gas chromatograph
c) CNT or carbon nanotube
d) MOS or Metal Oxide Semiconductors
Answer: Gas chromatograph

130. What does VOC stand for?
a) Volatile Organic Compound
b) Volatile Organic Communication
c) Variable Organic Communication
d) Volatile Ontological Compound
Answer: Volatile Organic Compound

131. Using IIoT and machine learning, Toumetis helps ____ engineers to access real-time data and predict anomalies
a) Oil and gas
b) Automobile
c) Dairy
d) None of the above
Answer: Oil and gas

132. When did deep learning start to gain popularity?
a) 2005
b) 2006
c) 2007
d) 2008
Answer: 2006

133. Which of the following is/are true for TOSHIBA?
a) Inference process at edge
b) Learning process at cloud
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

134. Which of the following nature of data raises the need for the cloud in IIoT analytics and data management?
a) Unorganized data
b) Organized data
c) Static data quality
d) None of the data
Answer: Unorganized data

135. How many types of services are provided by cloud computing in IIoT
a) 4
b) 3
c) 2
d) 5
Answer: 3

136. Which of the following is/are true for the K-means clustering algorithm?
a) One data point may be categorized under multiple cluster heads
b) One data point is strictly categorized under a cluster head
c) Both (a) and (b) are possible based on the user’s requirement
d) None of the above
Answer: One data point is strictly categorized under a cluster head

137. Reinforcement learning amalgamates ____ control system.
a) No
b) An open-loop based
c) A closed-loop based
d) No of the above
Answer: A closed-loop based

138. Which of the following is/are true for the decision tree algorithm?
a) Tree-based machine learning approach
b) Uses non-linear learning function
c) Includes decision nodes and leaf nodes
d) All of the above
Answer: All of the above

139. Which of the following is true for reinforcement learning?
a) There is no mapping between input and output features
b) There is a mapping between input and output features
c) Reinforced learning is not concerned with the mapping between input and output variables
d) None of the above
Answer: There is a mapping between input and output features

140. Which of the following uses ANN for face tagging in photos?
a) WhatsApp
b) Orkut
c) Facebook
d) None of the above
Answer: Facebook

141. The architectural layers of SmartSantander include ____.
a) Accessible, Authorization, and Accounting subsystem
b) Authentication, Authorization, and Accounting subsystem
c) Authentication, Authorization, and Accomodation subsystem
d) None of the above
Answer: Authentication, Authorization, and Accounting subsystem

142. Which of the following is/are considered as the component(s) of AR Drone-based precision agriculture?
a) Sprayer installed in a tractor
b) laptop
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

143. What type of computer programs are used to execute the control actions in PLCs?
a) Pre-defined
b) Dynamic
c) Evolutionary
d) None of the above
Answer: Pre-defined

144. A typical industrial control system includes _____ major components.
a) 1
b) 2
c) 3
d) 4
Answer: 4

145. Which of the following is/are the necessary requirements in IIoT analytics?
a) Static operation optimization
b) Prognostic maintenance
c) Historical data analysis
d) None of the above
Answer: Prognostic maintenance

146. MindSphere facilitates _____.
a) AWS cloud service
b) Open PaaS
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

147. Why does Honeywell use cloud software services?
a) Managing IoT
b) Tracking of capital
c) Tracking of managers
d) None of the above
Answer: None of the above

148. Which of the following is/are the IIoT requirements in Industry 4.0?
a) Achieve greater production
b) Deeper insights of analysis and prediction
c) Connected world of machines
d) All of the above
Answer: All of the above

149. In comparison with the centralized approach, decentralized approach in IIoT _____.
a) Increases load at cloud
b) Does not have any impact at cloud
c) Reduces load at cloud
d) None of the above
Answer: Reduces load at cloud

150. Which of the following expressions correctly evaluates 108 in R?
a) Math.pow(10,8)
b) Math.power(10,8)
c) 10^8
d) pow(10,8)
Answer: 10^8

151. How many layers of network switches are there in a Three-Tier DCN?
a) 9
b) 6
c) 3
d) None of the above
Answer: 3

152. Software-Defined Data Center provides _____.
a) Virtualized data storage
b) Data center as a service
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

153. TCAM in SDN stands for ______.
a) Tertiary Connected Advanced Memory
b) Ternary Communication Address Memory
c) Tertiary Content Addressable Memory
d) Ternary Content Addressable Memory
Answer: Ternary Content Addressable Memory

154. Which of the following is/are the advantage(s) of SDIIoT?
a) Deterministic networking
b) Low latency virtualization of VMs
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

155. SD-6TiSCH protocol stack _____.
a) Minimizes controller overhead in μSDN
b) Integrated with Contiki IEEE 802.15.4-2015 stack
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

156. What does SCADA stand for?
a) Sensory Control and Data Acquisition
b) Supervisory Central and Data Acquisition
c) Supervisory Control and Data Acquisition
d) None of these
Answer: Supervisory Control and Data Acquisition

157. What are the three basic goals of IIoT security?
a) Adversity, integrity, central security
b) Adversity, integrity, confidentiality
c) Availability, instantaneous, confidentiality
d) Availability, integrity, confidentiality
Answer: Availability, integrity, confidentiality

158. Third-party services with trust-boundaries are required in secured cloud compiled IIoT
a) True
b) False 
Answer: True

159. Which of the following is/are considered to be the attack vector(s) observed in the network layer of IIoT?
a) Misrouting
b) DDoS
c) Both (a) and (b)
d) None of the above
Answer: Misrouting

160. Which of the following is/are referred to the class(es) of attackers?
a) Hardware vendors
b) Outsourced firms
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

161. Which of the following is/are not observed in the trust flow of a typical IIoT system?
a) System owner
b) System builders
c) Customer
d) All of the above
Answer: Customer

162. Standard cryptographic protocols in fog devices are used for _______.
a) Providing authentication among fog devices
b) Providing authentication between fog devices and the cloud
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

163. What are the different communication protection techniques used in a secured IIoT system?
a) Security gateways
b) Network firewalls
c) Network access control
d) All of the above
Answer: All of the above

164. The infrastructure of smart factories involves machinery and equipment that improve processes through self-optimization and automation
a) True
b) False
Answer: True

165. In a milk processing and packaging industry, level sensors used in each milk silos are of _____ type and work on the principle of _____.
a) Electrostatic, solenoid
b) Hydrostatic, solenoid
c) Electrostatic, strain gauge
d) Hydrostatic, strain gauge
Answer: Hydrostatic, strain gauge

166. In the manufacturing process of wheel rims, automation can be used for _____.
a) Measuring the thickness of the rim
b) Monitoring power supply
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

167. Which of the following is true about ThingSpeak?
a) It is a type of sensor
b) It is a network protocol
c) It is a power module
d) It is a cloud platform
Answer: It is a cloud platform

168. DHT11 and MQ135 are respectively used for sensing ____ and _____.
a) Temperature; humidity and air quality
b) Temperature and humidity; air quality
c) Humidity and air quality; temperature
d) Air quality; humidity and temperature
Answer: Temperature and humidity; air quality

169. In wielding, thermocouple is used to measure ______.
a) Electric power
b) Forces acting on the metals
c) Welding heat input
d) None of the above
Answer: Welding heat input

170. Which of the following statements is not true about barcodes?
a) Barcodes are printed on paper and plastic which makes them vulnerable
b) Barcodes can contain added information
c) Barcodes have less security and hence, can be forged
d) Only one barcode can be read at a time
Answer: Barcodes can contain added information

171. SIGFOX radio link operates on _____.
a) Both licensed and unlicensed ISM band
b) Only licensed ISM band
c) Only unlicensed ISM band
d) None of the above
Answer: Only unlicensed ISM band

172. What does a DHT sensor measure?
a) Temperature
b) Humidity
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

173. Which of the following IEEE standards is followed by the physical and MAC layer protocols in ZigBee?
a) IEEE 801.15.4
b) IEEE 802.15.4
c) IEEE 803.15.4
d) IEEE 804.15.4
Answer: IEEE 802.15.4

174. Coordinator ZigBee devices act as the bridge between __.
a) Different networks
b) Different edge devices
c) Different fog devices
d) All of the above
Answer: Different networks

175. In python, how can we install the Xbee library?
a) pip install xbee
b) pip3 install xbee
c) python -m pip install xbee
d) All of the above
Answer: All of the above

176. How many network topologies are supported by ZigBee?
a) 2
b) 4
c) 3
d) 5
Answer: 3

177. Which of the following is/are considered as a message broker in real-time IoT systems?
a) Apache Kafka
b) MqTT
c) Both (a) and (b)
d) None of the above
Answer: Both (a) and (b)

178. What does CPS stand for?
a) Cyber Physical System
b) Cyclic Physical System
c) Cyber Physical Sequence
d) Computer-Physiological System
Answer: Cyber Physical System

179. Smart warehousing uses ____-based framework.
a) Both RIFT and RIST
b) Only RIFT
c) Only RIST
d) Only REST
Answer: Only REST

180. What does iRobot-Factory enforce to improve its manufacturing process?
a) Cognitive intelligence
b) Managerial intelligence
c) Logistic intelligence
d) All of the above
Answer: Cognitive intelligence

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