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IT7013 - Current Topics in Information Technology

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During an experiment, two qubits become entangled. After adjusting the energy level of one qubit, researchers observe an immediate shift in the probability distribution of the combined system (e.g., state 111 decreases from 40% to 25%). Which principle does this behavior best illustrate?
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A research team is running a quantum algorithm that shows slightly different outputs every time, even though the circuit remains unchanged. They repeat the execution 5,000 times and observe a dominant probability pattern in the results. Which concept best explains why repeated runs are necessary to obtain a reliable answer?
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A quantum engineer is asked to design a system capable of simulating the behavior of 60 interacting quantum particles. A classical computer fails due to exponential memory requirements. What advantage allows a quantum computer to model this system more efficiently?
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A quantum computing team notices that observing qubits during the computation collapses their states, interrupting the algorithm. To prevent this, they try to maintain qubits in superposition until the final measurement. Which step of the quantum computation process is being protected?
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A company wants to use quantum computing to accelerate a complex optimization problem. They assume that quantum computers will automatically run all tasks faster. Based on the quantum misconceptions discussed in the slides, which correction should be given?
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A smart factory uses TinyML on microcontrollers for equipment failure prediction. What is the main reason TinyML is preferred over cloud-based inference?
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A developer designs a sensor network using CoAP instead of MQTT. Which architectural factor most likely influenced this choice?
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Which IoT communication protocol is primarily used for lightweight, fast, 1-to-1 communication and runs over UDP?
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Which statement best describes the publish–subscribe model used in MQTT compared to the client–server model of CoAP?
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Why is MQTT well-suited for IoT environments?
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