NPTEL Edge Computing Week 8 Assignment Answers 2025
1. What distinguishes Context as a Service (CaaS) from On-Demand Data Processing (ODP) in edge computing?
- ODP processes data in a batch-processing model, while CaaS processes data in real-time.
- ODP provides pre-installed methods for request/response processing, while CaaS offers customized data provision methods.
- ODP is exclusively for SaaS providers, while CaaS is exclusively for IaaS providers.
- ODP focuses on permanent data storage, while CaaS is limited to temporary data analysis
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2. What is the primary advantage of using GPUs in edge computing?
- Reducing network latency
- Increasing data storage
- Accelerating machine learning computations
- Simplifying software deployment
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3. Which algorithm is used for long-term optimal resource allocation in edge-cloud systems?
- Genetic Algorithm
- Markov Decision Process (MDP)
- Linear Regression
- Naive Bayes
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4. How does computing acceleration in edge computing improve performance?
- By using caching to speed up the delivery of multimedia content.
- By using GPUs and FPGAs for faster computation and flexibility in program deployment.
- By creating dynamic routing paths for data transmission.
- By optimizing power consumption in IoT devices.
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5. Which task offloading objective focuses on balancing computational loads across servers?
- Load Balance
- Data Variety
- Device Mobility
- Privacy Preservation
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6. What is the primary advantage of using GPUs in edge computing?
- Reducing network latency
- Increasing data storage
- Simplifying software deployment
- Accelerating machine learning computations
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7. What is a key feature of networking acceleration in edge computing?
- Edge nodes use network virtualization to enable multiple routing tables and software defined networking (SDN).
- Edge nodes rely on GPUs and FPGAs for fast inferencing and computation.
- Edge nodes enable fast processing by providing caching for content delivery.
- Edge nodes ensure the secure transfer of data streams between IoT devices and the cloud
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8. What does the record list H in edge-cloud computing track?
- The total cost of computation
- The history of resource allocations
- The number of active users
- The remaining VMs in each time slot
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9. What is the primary goal of Collaborative Edge-Cloud (CEC) computing?
- To maximize data redundancy
- To minimize long-term operation costs while meeting user demands
- To eliminate the need for public cloud services
- To improve the security of cloud storage
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10. Which pricing mode in public cloud provides the lowest cost for users with predictable, long-term demands?
- On-Demand Instance
- Dynamic Pricing
- Spot Instance
- Reserved Instance
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