CoSIP is designed to support SIP-style communication and session signaling in constrained IoT environments.
Incorrect! Try again.
21A smart irrigation system measures soil moisture and automatically opens a water valve when moisture falls below a threshold. Which IoT characteristic is most directly demonstrated?
Understanding Internet of Things fundamentals
Medium
A.Batch processing and reporting
B.Static storage and visualization
C.Sensing, decision-making, and actuation
D.Manual data entry and archival
Correct Answer: Sensing, decision-making, and actuation
Explanation:
The sensor collects moisture data, the system evaluates it, and the valve performs a physical action.
Incorrect! Try again.
22In a layered IoT architecture, which layer most commonly converts sensor readings into user-facing dashboards and business actions?
Internet of Things architecture and protocols
Medium
A.Adaptation layer
B.Perception layer
C.Physical layer
D.Application layer
Correct Answer: Application layer
Explanation:
The application layer delivers services such as monitoring dashboards, alerts, analytics, and control functions.
Incorrect! Try again.
23A sensor node must send data to a cloud server through several intermediate routers. What is the primary network-layer responsibility in this scenario?
Network layer
Medium
A.Formatting a web dashboard response
B.Sampling the sensor signal
C.Encrypting an application payload
D.Selecting a route toward the destination
Correct Answer: Selecting a route toward the destination
Explanation:
The network layer handles addressing and routing packets across multiple connected networks.
Incorrect! Try again.
24An IoT device sends occasional temperature updates where low overhead is more important than guaranteed delivery. Which transport protocol is generally the better fit?
Transport layer
Medium
A.HTTP
B.UDP
C.TCP
D.IP
Correct Answer: UDP
Explanation:
UDP has less connection and reliability overhead than TCP, which can suit noncritical periodic telemetry.
Incorrect! Try again.
25A remote firmware update must arrive completely and in the correct order. Which transport-layer feature is most important?
Transport layer
Medium
A.Link-local address assignment
B.Best-effort datagram delivery
C.Header compression support
D.Reliable ordered delivery
Correct Answer: Reliable ordered delivery
Explanation:
Firmware images require complete, ordered data transfer, which is typically provided by TCP.
Incorrect! Try again.
26A building-management system needs lightweight request-response communication between constrained devices and a gateway. Which application protocol is designed for this use case?
Application layer
Medium
A.IPv6
B.TCP
C.IEEE 802.15.4
D.CoAP
Correct Answer: CoAP
Explanation:
CoAP is a lightweight application-layer protocol designed for constrained IoT devices and networks.
Incorrect! Try again.
27A fleet-monitoring platform must distribute one alert to many subscribed vehicle applications. Which messaging pattern is most suitable?
Application layer
Medium
A.Static routing
B.Point-to-point polling
C.Publish-subscribe
D.Circuit switching
Correct Answer: Publish-subscribe
Explanation:
Publish-subscribe allows a publisher to send messages to a topic that multiple subscribers can receive.
Incorrect! Try again.
28Which protocol stack is most appropriate for a constrained IPv6 sensor network that uses lightweight REST-style communication?
Internet of Things architecture and protocols
Medium
A.FTP over TCP over Zigbee
B.CoAP over UDP over IPv6
C.HTTP over TCP over IPv4
D.MQTT over UDP over Ethernet
Correct Answer: CoAP over UDP over IPv6
Explanation:
CoAP commonly runs over UDP and can use IPv6, including IPv6 connectivity enabled by 6LoWPAN.
Incorrect! Try again.
29Why is header compression important in a 6LoWPAN network using IEEE 802.15.4 frames?
6LoWPAN adaptation layer
Medium
A.Routers cannot forward compressed payloads
B.TCP ports cannot be represented in IPv6
C.IPv6 headers consume much of the small frame
D.Sensors cannot generate IPv6 addresses
Correct Answer: IPv6 headers consume much of the small frame
Explanation:
IEEE 802.15.4 frames are small, so compressing IPv6 and transport headers leaves more space for useful data.
Incorrect! Try again.
30An IPv6 packet is larger than the maximum payload that an IEEE 802.15.4 frame can carry. Which 6LoWPAN function addresses this problem?
6LoWPAN adaptation layer
Medium
A.Certificate authority validation
B.Topic subscription management
C.Fragmentation and reassembly
D.Application data visualization
Correct Answer: Fragmentation and reassembly
Explanation:
6LoWPAN can divide an IPv6 packet into smaller fragments and reassemble it at the receiving node.
Incorrect! Try again.
31A battery-powered environmental sensor must transmit a few bytes every hour over several kilometers. Which communication technology is generally most suitable?
Overview of Internet of Things components and communication technologies
Medium
A.Ethernet
B.Bluetooth Classic
C.LoRaWAN
D.Wi-Fi
Correct Answer: LoRaWAN
Explanation:
LoRaWAN is designed for low-power, long-range communication with small and infrequent data transmissions.
Incorrect! Try again.
32What is the main role of an IoT gateway in a deployment containing local sensors and a cloud platform?
Overview of Internet of Things components and communication technologies
Medium
A.Bridge local devices to external networks
B.Replace every sensor with a cloud service
C.Store only raw data permanently
D.Eliminate the need for communication protocols
Correct Answer: Bridge local devices to external networks
Explanation:
A gateway can aggregate device data, translate protocols, perform edge processing, and connect local networks to the cloud.
Incorrect! Try again.
33A company wants managed device registration, telemetry ingestion, rules processing, and integration with cloud analytics. What is the key benefit of using an IoT cloud platform?
Various platforms for Internet of Things
Medium
A.It removes all device security requirements
B.It provides managed IoT service components
C.It avoids the need for network connectivity
D.It guarantees unlimited battery life
Correct Answer: It provides managed IoT service components
Explanation:
IoT platforms provide services such as device management, messaging, data storage, analytics, and integration tools.
Incorrect! Try again.
34Which platform capability is most useful when an administrator must remotely change reporting intervals on thousands of deployed devices?
Various platforms for Internet of Things
Medium
A.Image rendering
B.Device management
C.Spreadsheet formatting
D.Cable termination
Correct Answer: Device management
Explanation:
Device management supports remote configuration, monitoring, provisioning, and lifecycle operations for IoT devices.
Incorrect! Try again.
35In a cold-chain logistics system, which event most appropriately requires a real-time IoT alert?
Real-time examples of Internet of Things
Medium
A.Temperature exceeds the safe range
B.A weekly summary report is generated
C.A device label is printed
D.A historical chart is archived
Correct Answer: Temperature exceeds the safe range
Explanation:
A temperature violation can damage temperature-sensitive goods and requires immediate action.
Incorrect! Try again.
36A manufacturer discovers that deployed sensors still use default passwords. Which IoT challenge is most directly exposed?
Challenges in Internet of Things
Medium
A.Packet fragmentation
B.Data visualization
C.Sensor calibration
D.Device security
Correct Answer: Device security
Explanation:
Default credentials can allow unauthorized access, making authentication and credential management critical security concerns.
Incorrect! Try again.
37Two smart-home devices use different proprietary data formats and cannot exchange status information without a custom converter. This is primarily an example of:
Challenges in Internet of Things
Medium
A.Interoperability challenge
B.Physical installation challenge
C.Sensor accuracy challenge
D.Power consumption challenge
Correct Answer: Interoperability challenge
Explanation:
Interoperability concerns the ability of devices, platforms, and protocols from different vendors to work together.
Incorrect! Try again.
38In an IoT protocol specification, which section should define the required fields and allowed values of a protocol message?
CoSIP protocol and its specification
Medium
A.User-interface guideline
B.Message format definition
C.Deployment cost analysis
D.Hardware procurement plan
Correct Answer: Message format definition
Explanation:
A message format definition specifies the structure, fields, sizes, encodings, and valid values of protocol messages.
Incorrect! Try again.
39A CoSIP implementation receives a message with a mandatory field missing. What should a well-defined protocol specification require?
CoSIP protocol and its specification
Medium
A.Forward it without checking
B.Assume a random default value
C.Reject or report the invalid message
D.Convert it into a firmware update
Correct Answer: Reject or report the invalid message
Explanation:
Protocol specifications should define validation and error handling for malformed messages to maintain reliable communication.
Incorrect! Try again.
40Why is IPv6 particularly valuable for large-scale IoT deployments?
Network layer
Medium
A.It removes the need for routing
B.It provides a very large address space
C.It works only with wired networks
D.It replaces all application protocols
Correct Answer: It provides a very large address space
Explanation:
IPv6 supports a massive number of unique addresses, which helps identify and connect large numbers of IoT devices.
Incorrect! Try again.
41A battery-powered IPv6 sensor must send a measurement through several low-power wireless hops. Which network-layer design most directly preserves end-to-end IPv6 semantics while allowing routing decisions to account for unstable links?
Network layer
Hard
A.Use IPv4 fragmentation at every wireless hop
B.Use ARP broadcasts before every sensor transmission
C.Use RPL with link-quality-aware routing metrics
D.Use Ethernet spanning tree across all sensor nodes
Correct Answer: Use RPL with link-quality-aware routing metrics
Explanation:
RPL is designed for low-power and lossy networks and can select routes using metrics such as expected transmission count, reliability, or energy cost while retaining IPv6 communication.
Incorrect! Try again.
42An IPv6 IoT deployment has a path MTU of 80 bytes on a constrained wireless link, but applications generate 200-byte datagrams. Which behavior is most appropriate when fragmentation is unavoidable?
Network layer
Hard
A.Rely on IPv4-style router fragmentation
B.Drop all oversized datagrams at the source
C.Increase the wireless frame size dynamically
D.Use IPv6 fragmentation by the originating node
Correct Answer: Use IPv6 fragmentation by the originating node
Explanation:
IPv6 routers do not fragment packets. If fragmentation is required, the source node uses the IPv6 Fragment header, although application-layer blockwise transfer is often preferable in constrained networks.
Incorrect! Try again.
43A telemetry device must deliver small updates with low overhead, tolerate occasional loss, and avoid maintaining a connection to every receiver. Which transport choice best matches these requirements?
Transport layer
Hard
A.HTTP over a newly opened TCP session
B.UDP with application-layer reliability
C.TCP with a persistent connection
D.SCTP with multistreaming enabled
Correct Answer: UDP with application-layer reliability
Explanation:
UDP avoids connection-maintenance overhead and can support selective acknowledgments, sequence numbers, or retransmission only where the application requires reliability.
Incorrect! Try again.
44A CoAP client sends a confirmable request, but the server response is delayed beyond the retransmission timeout. The original request may have reached the server. Which design prevents duplicate actuator actions?
Transport layer
Hard
A.Replace UDP with an unencrypted broadcast
B.Increase the payload size to force ordering
C.Use a unique token and idempotent operation
D.Repeat the request without identifying it
Correct Answer: Use a unique token and idempotent operation
Explanation:
A token or request identifier allows duplicate detection, while an idempotent operation ensures that retransmission does not produce an additional unintended physical effect.
Incorrect! Try again.
45A constrained device exposes a resource whose state changes frequently. A client wants to minimize polling while still learning about changes. Which application-layer mechanism is most suitable?
Application layer
Hard
A.ARP inspection with periodic broadcasts
B.CoAP Observe with notification updates
C.DNS caching with a long expiration
D.FTP polling over repeated sessions
Correct Answer: CoAP Observe with notification updates
Explanation:
CoAP Observe allows a client to register interest in a resource and receive notifications when its representation changes, reducing repetitive polling traffic.
Incorrect! Try again.
46An IoT gateway must expose a temperature resource to both constrained nodes and conventional web clients. Which architectural choice gives the best protocol interoperability?
Application layer
Hard
A.Use MQTT topics as direct IP routing entries
B.Replace resource discovery with MAC addresses
C.Expose only proprietary binary register addresses
D.Translate CoAP resources to HTTP resources
Correct Answer: Translate CoAP resources to HTTP resources
Explanation:
A protocol proxy can map CoAP resource operations to HTTP requests, allowing constrained devices to communicate efficiently while web clients use familiar REST-based interfaces.
Incorrect! Try again.
47A system connects sensors to a cloud dashboard but cannot execute local control when the Internet connection fails. Which IoT capability is most clearly missing?
Understanding Internet of Things fundamentals
Hard
A.Cloud-based historical storage
B.Unique device identification
C.Local autonomy at the edge
D.Physical sensing at the endpoint
Correct Answer: Local autonomy at the edge
Explanation:
IoT systems often require local processing and control so that safety-critical or time-sensitive behavior continues during cloud or network outages.
Incorrect! Try again.
48A smart-building platform combines occupancy readings, HVAC control, and energy billing data. What makes this an IoT system rather than an isolated sensor network?
Understanding Internet of Things fundamentals
Hard
A.It uses sensors with analog output
B.It combines identification, communication, processing, and action
C.It restricts all devices to one wireless technology
D.It stores every reading in local memory
Correct Answer: It combines identification, communication, processing, and action
Explanation:
IoT integrates physical entities with sensing, connectivity, data processing, and actuation or services across a broader system context.
Incorrect! Try again.
49A design places sensing and actuation at the device layer, protocol translation at gateways, analytics in the cloud, and business rules in services. Which concern is best addressed by this layered architecture?
Internet of Things architecture and protocols
Hard
A.Removing the need for device authentication
B.Guaranteeing identical hardware across deployments
C.Separating responsibilities and enabling interoperability
D.Eliminating all communication latency
Correct Answer: Separating responsibilities and enabling interoperability
Explanation:
Layering isolates device, networking, processing, and application responsibilities, making it easier to replace technologies and integrate heterogeneous systems.
Incorrect! Try again.
50A factory uses MQTT for telemetry, CoAP for constrained device control, and IPv6 for addressing. Which statement best describes their architectural relationship?
Internet of Things architecture and protocols
Hard
A.MQTT and CoAP are both physical-layer standards
B.MQTT and CoAP serve application roles above IP
C.CoAP provides the same broker function as MQTT
D.IPv6 replaces the need for application protocols
Correct Answer: MQTT and CoAP serve application roles above IP
Explanation:
IPv6 provides network-layer connectivity, while MQTT and CoAP provide different application-layer communication models: brokered publish-subscribe and constrained REST, respectively.
Incorrect! Try again.
51A platform must support device provisioning, telemetry ingestion, digital-twin state, rules, and over-the-air updates across vendors. Which evaluation criterion is most important?
Various platforms for Internet of Things
Hard
A.Maximum dashboard color customization
B.Breadth of lifecycle and interoperability support
C.Use of the highest possible radio frequency
D.Availability of only one sensor driver
Correct Answer: Breadth of lifecycle and interoperability support
Explanation:
A production IoT platform must manage devices throughout their lifecycle and integrate heterogeneous hardware, protocols, data models, security controls, and update mechanisms.
Incorrect! Try again.
52An organization wants to avoid vendor lock-in while retaining cloud analytics. Which platform strategy provides the strongest architectural protection?
Various platforms for Internet of Things
Hard
A.Bind every sensor to a single cloud endpoint
B.Store data only in proprietary binary formats
C.Use open interfaces and portable device models
D.Embed credentials permanently in vendor firmware
Correct Answer: Use open interfaces and portable device models
Explanation:
Open APIs, standard protocols, exportable data, and portable device abstractions reduce dependence on one platform and simplify future migration.
Incorrect! Try again.
53A remote patient monitor must detect a dangerous cardiac event even when cloud connectivity is interrupted. Which implementation provides the most appropriate behavior?
Real-time examples of Internet of Things
Hard
A.Send raw samples only after cloud reconnection
B.Disable local alarms to prevent duplicate events
C.Increase sampling intervals to reduce all traffic
D.Perform threshold detection locally and alert immediately
Correct Answer: Perform threshold detection locally and alert immediately
Explanation:
Safety-critical decisions should be processed at or near the edge, where they remain available despite backhaul failure and avoid cloud round-trip delay.
Incorrect! Try again.
54A warehouse needs inexpensive battery tags, room-level localization, and occasional gateway communication. Which technology combination is the most defensible?
Overview of Internet of Things components and communication technologies
Hard
A.Ethernet tags with independent cellular modems
B.NFC tags for continuous multi-room telemetry
C.BLE tags with gateway-based aggregation
D.Wi-Fi for every tag and continuous video streaming
Correct Answer: BLE tags with gateway-based aggregation
Explanation:
BLE supports low-power short-range tags, while gateways can collect advertisements or connections and forward summarized data to the broader network.
Incorrect! Try again.
55A utility deploys low-bandwidth sensors over a wide rural area, requiring years of battery life and infrequent uplinks. Which trade-off is most acceptable?
Overview of Internet of Things components and communication technologies
Hard
A.Ultra-low latency with large per-device bandwidth
B.High throughput with continuous radio activity
C.Long range with restricted payload and duty cycle
D.Short range with unrestricted retransmission frequency
Correct Answer: Long range with restricted payload and duty cycle
Explanation:
Wide-area low-power technologies typically achieve long battery life and coverage by limiting payload size, transmission frequency, or data rate.
Incorrect! Try again.
56A manufacturer ships thousands of IoT devices with identical permanent passwords. Which risk is most severe if one password is extracted?
Challenges in Internet of Things
Hard
A.All packets automatically gain stronger encryption
B.Only one device loses its sensor calibration
C.The radio spectrum becomes legally unavailable
D.A compromise can scale across the device population
Correct Answer: A compromise can scale across the device population
Explanation:
Shared credentials create a common failure domain. Extracting one credential can enable unauthorized access to many devices, especially when device identity is not unique.
Incorrect! Try again.
57A battery sensor spends more energy retransmitting packets than measuring data because acknowledgments are frequently lost. Which intervention most directly addresses the problem?
Challenges in Internet of Things
Hard
A.Disable all integrity checks at the receiver
B.Optimize link quality and retransmission policy
C.Add cloud dashboards to every sensor node
D.Increase application payload size without analysis
Correct Answer: Optimize link quality and retransmission policy
Explanation:
Reducing interference, selecting better routes, tuning acknowledgment behavior, and limiting unnecessary retries can lower energy consumption while preserving required reliability.
Incorrect! Try again.
58Why is 6LoWPAN header compression especially valuable on IEEE 802.15.4 networks?
B.It converts IPv6 into a circuit-switched protocol
C.It reduces repeated IPv6 header overhead in small frames
D.It removes the need for link-layer acknowledgments
Correct Answer: It reduces repeated IPv6 header overhead in small frames
Explanation:
IEEE 802.15.4 frames have small maximum payloads. 6LoWPAN compresses predictable IPv6 and transport headers so more application data fits within constrained frames.
Incorrect! Try again.
59An IPv6 packet exceeds the payload capacity of a single IEEE 802.15.4 frame. Which 6LoWPAN function allows the packet to traverse the constrained link?
6LoWPAN adaptation layer
Hard
A.DNS-based address translation
B.Mesh-under or route-over fragmentation
C.Neighbor discovery suppression only
D.Application-layer topic multiplexing
Correct Answer: Mesh-under or route-over fragmentation
Explanation:
6LoWPAN fragmentation divides an oversized IPv6 packet into link-compatible fragments. Mesh-under and route-over describe different forwarding approaches within the constrained network.
Incorrect! Try again.
60A 6LoWPAN node receives fragments from two datagrams with overlapping fragment tags and similar timing. Which field combination is needed to distinguish reassembly contexts?
6LoWPAN adaptation layer
Hard
A.Application token, URI path, and content format
B.SSID, channel number, and frame checksum
C.Source address, datagram size, and datagram tag
D.Destination port, hop limit, and RSSI
Correct Answer: Source address, datagram size, and datagram tag
Explanation:
6LoWPAN reassembly uses the source context together with datagram size and tag to associate fragments with the correct original datagram.
Incorrect! Try again.
Did this save you a night before the exam?
LPU Notes is free, and it stays free. Ads cover part of the server bill.
The rest comes out of a student's own pocket: the domain, the storage,
and keeping the site up through the weeks everyone needs it at once.
The payment button didn't load. An ad blocker or a filtered network is the usual reason.
to try again.
Nothing here is ever locked, and nothing unlocks. Chip in only if it was worth it.
What it pays for →