D.A fixed metal frame that cannot collect, process, transmit, or receive any type of data
Correct Answer: Remote vehicle tracking
Explanation:
IoT connectivity allows a vehicle's location and operating information to be monitored remotely.
Incorrect! Try again.
18What can cloud computing store for a connected automobile?
IoT and cloud computing in automobiles
Easy
A.Mechanical force from the engine
B.Fuel inside the tank
C.Vehicle diagnostic data
D.Air inside the tires
Correct Answer: Vehicle diagnostic data
Explanation:
Cloud systems can store diagnostic data such as fault codes, battery status, and engine condition.
Incorrect! Try again.
19What is a smart grid?
IoT and cloud computing in smart grid
Easy
A.A mechanical power transmission system
B.An electricity network using digital communication
C.An electricity network that avoids sensors, communication, automation, and real-time data collection
D.A manually operated water network
Correct Answer: An electricity network using digital communication
Explanation:
A smart grid uses sensors, digital communication, and automation to monitor and manage electricity efficiently.
Incorrect! Try again.
20Which device records electricity consumption and can communicate the data automatically?
IoT and cloud computing in smart grid
Easy
A.Smart meter
B.Induction motor
C.Circuit breaker
D.Power transformer
Correct Answer: Smart meter
Explanation:
A smart meter measures electricity use and communicates the readings to consumers or utility providers.
Incorrect! Try again.
21A washing machine must read water-level sensors, control the motor, and respond within fixed time limits. Which embedded-system characteristic is most important for this application?
Introduction to embedded system
Medium
A.General-purpose multitasking
B.Desktop-grade graphics processing
C.High-capacity file storage
D.Deterministic real-time response
Correct Answer: Deterministic real-time response
Explanation:
The controller must react to sensor inputs within predictable deadlines to operate the motor and valves safely.
Incorrect! Try again.
22An embedded controller repeatedly resets when a motor starts, even though its software works correctly during bench testing. What is the most likely cause?
Introduction to embedded system
Medium
A.Insufficient cloud storage capacity for retaining motor operating records
Motor startup can cause voltage dips and electrical noise. Proper decoupling and power-supply design help prevent unintended resets.
Incorrect! Try again.
23A battery-powered temperature logger requires low cost, low power consumption, timers, ADC channels, and limited memory. Which device is generally more suitable?
Comparison of microprocessor and micro-controller
Medium
A.A desktop processor with a cooling system
B.A microprocessor with external peripherals
C.A graphics processor with dedicated memory
D.A microcontroller with integrated peripherals
Correct Answer: A microcontroller with integrated peripherals
Explanation:
A microcontroller integrates the CPU, memory, timers, and ADC on one chip, reducing power, cost, and component count.
Incorrect! Try again.
24Why is a microprocessor often selected instead of a microcontroller for a high-performance embedded system running a full operating system and complex graphical applications?
Comparison of microprocessor and micro-controller
Medium
A.It usually offers greater processing and memory-expansion capability
B.It always includes more ADC channels and timers
C.It operates without firmware, an operating system, or application software
D.It requires no external memory or support devices
Correct Answer: It usually offers greater processing and memory-expansion capability
Explanation:
Microprocessors commonly provide higher computational performance and support larger external memory, making them suitable for complex operating systems and applications.
Incorrect! Try again.
25An Arduino with a 10-bit ADC and a reference reads an analog sensor value of 512. Approximately what input voltage does this represent?
Introduction to Arduino and sensors
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The voltage is approximately .
Incorrect! Try again.
26A push button connected to an Arduino digital input produces random HIGH and LOW readings when the button is open. Which modification best solves the problem?
Introduction to Arduino and sensors
Medium
A.Increase the serial baud rate
B.Enable an input pull-up resistor
C.Upload readings continuously to a cloud database for software filtering
D.Connect the button to an analog output
Correct Answer: Enable an input pull-up resistor
Explanation:
A pull-up resistor gives the input a defined logic level when the button is open, preventing the pin from floating.
Incorrect! Try again.
27A sensor generates short pulses that may occur while the Arduino is performing other calculations. Which technique is most suitable for counting every pulse reliably?
Introduction to Arduino and sensors
Medium
A.Convert the digital pulses into text before processing them
B.Use a hardware interrupt input
C.Read the pin once per second
D.Add a long delay in the loop
Correct Answer: Use a hardware interrupt input
Explanation:
A hardware interrupt can respond immediately to each pulse, reducing the chance of missing events during other processing.
Incorrect! Try again.
28Vibration sensors on several plant motors send readings to a cloud platform. Which cloud function is most useful for predicting bearing failure?
Role of IoT and cloud computing in condition monitoring of plant processes
Medium
A.Manual replacement of sensor batteries
B.Increasing the motor supply voltage
C.Trend analysis and anomaly detection
D.Storing only the most recent reading from every motor
Correct Answer: Trend analysis and anomaly detection
Explanation:
Cloud analytics can compare historical vibration patterns and detect changes that indicate developing mechanical faults.
Incorrect! Try again.
29A safety-critical plant must shut down a pump within milliseconds when pressure becomes excessive, but its cloud connection has variable delay. Where should the shutdown decision be made?
Role of IoT and cloud computing in condition monitoring of plant processes
Medium
A.At the maintenance office computer
B.At the remote cloud server
C.At the local edge controller
D.At a cloud archive that first compares several months of historical pressure data
Correct Answer: At the local edge controller
Explanation:
Local edge control avoids network latency and remains available during communication failures, which is essential for rapid safety actions.
Incorrect! Try again.
30A wearable heart-rate monitor temporarily loses internet connectivity. Which design best prevents loss of patient measurements?
IoT and cloud computing in healthcare
Medium
A.Transmit unencrypted readings through any available public network without authentication
B.Reduce every measurement to a fixed zero value
C.Discard readings until the connection returns
D.Buffer readings locally and synchronize later
Correct Answer: Buffer readings locally and synchronize later
Explanation:
Local buffering preserves measurements during an outage, and later synchronization restores the complete record in the cloud.
Incorrect! Try again.
31An IoT healthcare system sends patient data from bedside sensors to cloud storage. Which measure most directly protects the data from being read during transmission?
IoT and cloud computing in healthcare
Medium
A.More frequent display refresh
B.Larger cloud storage
C.End-to-end encryption
D.Higher sensor sampling
Correct Answer: End-to-end encryption
Explanation:
Encryption converts transmitted patient data into a form that unauthorized parties cannot interpret without the required key.
Incorrect! Try again.
32A smart irrigation system measures soil moisture in four field zones. What control strategy uses water most efficiently?
IoT and cloud computing in agriculture
Medium
A.Irrigate whenever the cloud server receives any sensor message
B.Irrigate continuously while storing soil and weather measurements for later analysis
C.Irrigate all zones for the same fixed duration
D.Irrigate each zone according to its sensor reading
Correct Answer: Irrigate each zone according to its sensor reading
Explanation:
Zone-based control supplies water where moisture is below the required level and avoids overwatering wetter areas.
Incorrect! Try again.
33A cloud-based farm system predicts rain within two hours while soil moisture is slightly below its irrigation threshold. What is the most reasonable action?
IoT and cloud computing in agriculture
Medium
A.Delay irrigation and reassess after rainfall
B.Ignore weather data and use only a timer
C.Disable the soil sensors permanently because forecast data is always more accurate
D.Start maximum irrigation immediately
Correct Answer: Delay irrigation and reassess after rainfall
Explanation:
Combining soil data with a near-term rain forecast can avoid unnecessary irrigation while allowing the system to reassess conditions afterward.
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34An IoT-enabled production line shows that one machine's cycle time is gradually increasing while product demand remains constant. How can cloud analytics best support production?
IoT and cloud computing in manufacturing
Medium
A.Replace all production machines at the end of the current shift
B.Increase every machine's operating speed
C.Identify the trend and schedule maintenance
D.Delete older cycle-time measurements
Correct Answer: Identify the trend and schedule maintenance
Explanation:
A gradual cycle-time increase may indicate wear or degradation. Trend analysis supports maintenance before a serious failure occurs.
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35A factory wants to track each component from raw material to final assembly using IoT tags. Which benefit is most directly achieved?
IoT and cloud computing in manufacturing
Medium
A.Automatic redesign of every component whenever an assembly delay occurs
B.Elimination of all quality inspections
C.Unlimited machine processing capacity
D.Improved production traceability
Correct Answer: Improved production traceability
Explanation:
IoT tags create a digital record of each component's movement and processing history, improving traceability and fault investigation.
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36A connected vehicle detects an obstacle requiring immediate emergency braking. Why should the braking decision be processed inside the vehicle rather than in the cloud?
IoT and cloud computing in automobiles
Medium
A.Local processing eliminates all sensor errors
B.Local processing minimizes response latency
C.Cloud processing is useful only when the vehicle is parked inside a service center
D.Cloud servers cannot store sensor data
Correct Answer: Local processing minimizes response latency
Explanation:
Emergency braking requires a rapid and predictable response that cannot depend on network delay or cloud availability.
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37A fleet operator receives engine temperature, fuel consumption, and fault-code data from connected vehicles. Which application provides the greatest operational value?
IoT and cloud computing in automobiles
Medium
A.Removing all onboard diagnostic functions
B.Increasing engine temperature remotely
C.Predictive maintenance and route optimization
D.Displaying the same warning to every driver regardless of each vehicle's condition
Correct Answer: Predictive maintenance and route optimization
Explanation:
Cloud analysis of vehicle condition and usage can predict maintenance needs and improve route and fuel efficiency.
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38Smart meters report household demand to a utility every few minutes. How can the utility use this IoT data to reduce peak load?
IoT and cloud computing in smart grid
Medium
A.Increase the voltage supplied to every household whenever total demand rises
B.Keep electricity prices fixed at all times
C.Apply demand-response pricing and control
D.Disconnect all households during peak hours
Correct Answer: Apply demand-response pricing and control
Explanation:
Demand-response programs encourage or automate the shifting of flexible loads away from peak-demand periods.
Incorrect! Try again.
39A distribution transformer reports rising temperature and increasing load over several weeks. What should a cloud-based smart-grid system do first?
IoT and cloud computing in smart grid
Medium
A.Permanently lower the measured temperature values in the monitoring database
B.Ignore the trend until failure occurs
C.Immediately disconnect the entire grid
D.Generate a predictive maintenance alert
Correct Answer: Generate a predictive maintenance alert
Explanation:
The combined temperature and load trend indicates increasing stress, so an alert allows inspection before the transformer fails.
Incorrect! Try again.
40Voltage sensors across a smart grid produce large data streams, but only abnormal voltage events need immediate cloud transmission. Which architecture is most efficient?
IoT and cloud computing in smart grid
Medium
A.Continuous raw-data upload without local processing
B.Edge filtering with cloud-based long-term analysis
C.Manual monthly collection from every sensor
D.Local deletion of both normal and abnormal measurements before any analysis occurs
Correct Answer: Edge filtering with cloud-based long-term analysis
Explanation:
Edge filtering detects and forwards important events quickly while reducing bandwidth use; the cloud can retain and analyze selected data over time.
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41A battery-powered embedded controller must sample a sensor every 10 ms, enter a low-power state between samples, and respond to an emergency input within 50 microseconds. Which architecture best satisfies these requirements?
Introduction to embedded system
Hard
A.A microcontroller with interrupt support, timers, and sleep modes
B.A general-purpose computer running a desktop operating system
C.A programmable calculator with a periodic polling routine
D.A cloud server receiving sensor data through a wireless gateway
Correct Answer: A microcontroller with interrupt support, timers, and sleep modes
Explanation:
A microcontroller integrates processing, timers, interrupts, and low-power control, allowing deterministic response and efficient battery operation.
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42An embedded motor controller occasionally misses a safety deadline because a low-priority diagnostic task delays a shared communication routine. Which design change most directly improves worst-case timing predictability?
Introduction to embedded system
Hard
A.Apply priority-based scheduling with bounded critical sections
B.Increase the diagnostic task's data logging frequency
C.Replace interrupts with unrestricted background polling
D.Add a larger display buffer for diagnostic messages
Correct Answer: Apply priority-based scheduling with bounded critical sections
Explanation:
Priority scheduling and bounded critical sections reduce priority inversion and limit the maximum time for which a safety-critical task can be blocked.
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43A controller must continue maintaining a safe actuator state after its main application software crashes. Which mechanism provides the strongest direct protection against this failure?
Introduction to embedded system
Hard
A.A larger application memory and faster processor clock
B.A higher-resolution sensor connected to the same software
C.A cloud dashboard that reports the software status
D.A watchdog that resets the processor after a missed service
Correct Answer: A watchdog that resets the processor after a missed service
Explanation:
A watchdog detects failure of software execution and forces recovery, provided the reset state places the actuator in a safe condition.
Incorrect! Try again.
44A system requires multiple ADC channels, PWM outputs, timers, and deterministic control while using minimal external components. Why is a microcontroller generally preferable to a microprocessor?
Comparison of microprocessor and micro-controller
Hard
A.It always provides higher computational performance than a microprocessor
B.It usually integrates peripherals and memory on one chip
C.It guarantees unlimited memory for real-time control programs
D.It eliminates the need for firmware and operating-system software
Correct Answer: It usually integrates peripherals and memory on one chip
Explanation:
Microcontrollers combine a CPU with memory and peripherals, reducing cost, board area, power consumption, and interface latency.
Incorrect! Try again.
45A vision system must process large images using an operating system, external high-speed memory, and a graphics accelerator, while precise motor control is handled separately. Which partition is most appropriate?
Comparison of microprocessor and micro-controller
Hard
A.Use a sensor alone for vision and a microprocessor for power conversion
B.Use only a microcontroller for image processing and motor control
C.Use a microcontroller for vision and a cloud server for motor timing
D.Use a microprocessor for vision and a microcontroller for motor control
Correct Answer: Use a microprocessor for vision and a microcontroller for motor control
Explanation:
Microprocessors suit computationally intensive applications with external memory and operating systems, while microcontrollers provide deterministic peripheral control.
Incorrect! Try again.
46An Arduino uses a 10-bit ADC with a 5.0 V reference. A sensor output is 2.50 V, but its source impedance is high enough to cause ADC acquisition error. Which change most reliably improves measurement accuracy?
Introduction to Arduino and sensors
Hard
A.Connect a buffer amplifier between the sensor and ADC
B.Replace the digital output pin with another digital pin
C.Increase the number of characters printed per reading
D.Increase the serial monitor baud rate
Correct Answer: Connect a buffer amplifier between the sensor and ADC
Explanation:
A buffer provides low source impedance, allowing the ADC sample-and-hold capacitor to charge accurately during the acquisition interval.
Incorrect! Try again.
47An Arduino reads a slowly varying analog signal, but the readings fluctuate because of electromagnetic interference. Which software and hardware combination is most appropriate?
Introduction to Arduino and sensors
Hard
A.Increase the ADC reference noise and disable all filtering
B.Use averaging and improve grounding, shielding, and decoupling
C.Replace the analog sensor with an unconnected digital input
D.Use a floating sensor ground and shorten the sampling interval
Correct Answer: Use averaging and improve grounding, shielding, and decoupling
Explanation:
Averaging reduces random noise, while proper grounding, shielding, and decoupling reduce noise coupling into the analog measurement path.
Incorrect! Try again.
48A normally open limit switch is connected to an Arduino input using the internal pull-up resistor. Which interpretation is correct when the switch is pressed and the wiring is intact?
Introduction to Arduino and sensors
Hard
A.The input reads HIGH because the switch supplies positive voltage
B.The input becomes analog because the switch changes resistance
C.The input reads LOW because the switch connects it to ground
D.The input alternates because the pull-up generates a clock signal
Correct Answer: The input reads LOW because the switch connects it to ground
Explanation:
The internal pull-up biases the input HIGH when open; pressing the switch connects the input to ground, producing a LOW level.
Incorrect! Try again.
49A plant condition-monitoring system sends vibration data to the cloud, but network outages must not hide a developing bearing fault. Which architecture is most suitable?
Role of IoT and cloud computing in condition monitoring of plant processes
Hard
A.Perform all detection in the cloud and discard data during outages
B.Disable alarms whenever the cloud connection is unavailable
C.Perform edge detection, buffer records locally, and synchronize later
D.Transmit only monthly averages after deleting local measurements
Correct Answer: Perform edge detection, buffer records locally, and synchronize later
Explanation:
Edge analytics preserves immediate alarm capability, while local buffering prevents data loss and allows delayed cloud synchronization.
Incorrect! Try again.
50A predictive-maintenance model reports many false alarms because vibration levels differ among otherwise identical machines. Which cloud-IoT strategy best addresses this issue?
Role of IoT and cloud computing in condition monitoring of plant processes
Hard
A.Normalize features using machine-specific operating conditions
B.Reduce the sampling rate until alarms disappear
C.Use one uncalibrated threshold for every machine
D.Replace vibration data with equipment identification numbers
Correct Answer: Normalize features using machine-specific operating conditions
Explanation:
Vibration depends on load, speed, and machine characteristics; contextual normalization makes anomaly detection more meaningful.
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51A wearable health device loses connectivity while monitoring a patient at home. Which design provides the safest response for a critical physiological threshold?
IoT and cloud computing in healthcare
Hard
A.Wait for cloud reconnection before evaluating the threshold
B.Evaluate the threshold locally and store signed event records
C.Send repeated unencrypted packets until the cloud responds
D.Suppress the threshold because disconnected data is unreliable
Correct Answer: Evaluate the threshold locally and store signed event records
Explanation:
Local evaluation supports timely alerts during disconnection, while signed storage preserves integrity for later clinical review.
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52A hospital wants to share IoT data for research while minimizing patient re-identification risk. Which approach is strongest?
IoT and cloud computing in healthcare
Hard
A.Publish raw records with names removed but exact timestamps retained
B.Store all records publicly and rely on researchers' professional ethics
C.Encrypt data only during transmission and expose cloud databases
D.Use access control, data minimization, pseudonymization, and audit logs
Correct Answer: Use access control, data minimization, pseudonymization, and audit logs
Explanation:
Privacy protection requires multiple controls across collection, storage, access, and auditing; removing names alone may not prevent re-identification.
Incorrect! Try again.
53An irrigation system uses soil-moisture sensors, weather forecasts, and a cloud platform. Heavy rain is forecast, but one sensor reports extremely dry soil. What is the most robust control decision?
IoT and cloud computing in agriculture
Hard
A.Irrigate immediately based on the single sensor value
B.Ignore all sensors and irrigate according to a fixed schedule
C.Disable irrigation permanently because the forecast predicts rain
D.Validate the reading against neighboring sensors and forecast data
Correct Answer: Validate the reading against neighboring sensors and forecast data
Explanation:
Sensor fusion and plausibility checking reduce the risk of irrigation caused by a faulty or poorly placed sensor.
Incorrect! Try again.
54A farm has intermittent connectivity and solar-powered sensor nodes. Which communication strategy best balances data usefulness and energy consumption?
IoT and cloud computing in agriculture
Hard
A.Perform local aggregation and transmit exception events promptly
B.Keep radios permanently active and disable sleep modes
C.Transmit every raw sample continuously at maximum power
D.Send only sensor battery voltage and omit environmental readings
Correct Answer: Perform local aggregation and transmit exception events promptly
Explanation:
Local aggregation reduces radio usage, while exception-based transmission preserves timely reporting of potentially harmful conditions.
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55A factory connects legacy machines to a cloud analytics system. Which gateway design best reduces operational risk?
IoT and cloud computing in manufacturing
Hard
A.Use a secured gateway with protocol translation and network isolation
B.Replace all machine controllers before collecting any data
C.Allow cloud commands to bypass existing machine safety interlocks
D.Expose each machine directly to the public internet
Correct Answer: Use a secured gateway with protocol translation and network isolation
Explanation:
A gateway can translate legacy protocols, enforce security boundaries, and prevent cloud traffic from directly compromising control networks.
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56A cloud model predicts tool wear accurately only when spindle speed and material type are included. What does this indicate about the monitoring system?
IoT and cloud computing in manufacturing
Hard
A.The cloud should discard process variables to reduce complexity
B.Tool wear can be inferred independently of operating conditions
C.The model should use only historical timestamps
D.The model requires contextual features for reliable inference
Correct Answer: The model requires contextual features for reliable inference
Explanation:
Operating conditions influence measured signals and wear rates, so contextual variables are necessary to distinguish normal variation from degradation.
Incorrect! Try again.
57An autonomous vehicle must apply emergency braking even when cellular service is unavailable. Which allocation is most appropriate?
IoT and cloud computing in automobiles
Hard
A.Place safety-critical braking locally and use the cloud for analysis
B.Place emergency braking entirely in the remote cloud
C.Use the cloud only and increase the vehicle's transmission power
D.Delay braking until a cloud-based object classifier responds
Correct Answer: Place safety-critical braking locally and use the cloud for analysis
Explanation:
Safety-critical functions require bounded latency and availability; cloud services are better suited to non-real-time analytics and fleet learning.
Incorrect! Try again.
58A connected vehicle receives an over-the-air software update. Which control most directly prevents installation of a malicious or corrupted update?
IoT and cloud computing in automobiles
Hard
A.Store the update in unprotected volatile memory
B.Increase the update file size and reduce transmission retries
C.Allow installation whenever the vehicle has cellular coverage
D.Verify a digitally signed image before activation
Correct Answer: Verify a digitally signed image before activation
Explanation:
Digital signature verification authenticates the source and integrity of the update before trusted boot or activation.
Incorrect! Try again.
59A smart-grid demand-response controller receives delayed measurements during a communication disturbance. Which strategy best limits unstable control behavior?
IoT and cloud computing in smart grid
Hard
A.Increase control gain whenever packets are delayed
B.Use time-stamped data, validity checks, and local fallback control
C.Continue using stale measurements without timestamps
D.Allow every household device to issue unrestricted grid commands
Correct Answer: Use time-stamped data, validity checks, and local fallback control
Explanation:
Stale or invalid measurements can destabilize feedback loops; timestamps, validation, and local fallback maintain safer operation.
Incorrect! Try again.
60A utility aggregates millions of smart-meter readings in the cloud. It needs detailed load forecasting but wants to reduce privacy exposure. Which approach is most appropriate?
IoT and cloud computing in smart grid
Hard
A.Publish every household waveform with a randomly chosen name
B.Store exact household behavior indefinitely with unrestricted access
C.Disable encryption because aggregation removes all privacy risks
D.Aggregate or perturb data while preserving forecasting-relevant patterns
Correct Answer: Aggregate or perturb data while preserving forecasting-relevant patterns
Explanation:
Aggregation and carefully designed privacy-preserving perturbation reduce household-level exposure while retaining useful system-level information.
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