What is the main purpose of a use case in software requirements? To define system architecture To capture functional requirements To design user interfaces To perform unit testing

To capture functional requirements

What is the purpose of a requirements traceability matrix (RTM)? To map requirements to design specifications To manage project timelines To allocate resources To optimize code performance

To map requirements to design specifications

In requirements analysis, what does the term 'elicitation' refer to? Documenting software architecture Gathering information from stakeholders Developing test cases Performing code reviews

Gathering information from stakeholders

In software engineering, what is the primary benefit of using a systematic process? Increased project costs Reduced development time Minimized errors and improved quality Enhanced team flexibility

Minimized errors and improved quality

Which of the following is a key characteristic of the Waterfall Model in software engineering? Emphasizes flexibility and change Includes concurrent development phases Follows a sequential design process Focuses on risk management

Follows a sequential design process

How does the Spiral Model improve upon the Waterfall Model in terms of process iteration? By eliminating feedback loops By incorporating extensive testing phases By integrating risk analysis and iterative refinement By focusing solely on documentation

By integrating risk analysis and iterative refinement

What is the main advantage of using the V-Model in software development? Increased flexibility in requirements Simultaneous development and testing Strong emphasis on validation and verification Focus on rapid prototyping

Strong emphasis on validation and verification

In Agile methodologies, what is the primary role of 'sprints'? To finalize documentation To achieve incremental development and delivery To conduct comprehensive testing To define project requirements

To achieve incremental development and delivery

What is a disadvantage of using REST APIs compared to gRPC for model serving? Lower efficiency for large messages Complex implementation Limited language support High bandwidth requirement

Lower efficiency for large messages

What is the primary purpose of model serving in machine learning? To store data securely To serve models for real-time inference To train models efficiently To visualize data insights

To serve models for real-time inference

What is an advantage of using serverless deployment for model serving? Requires constant server management Automatically scales with demand Limited to small models High latency issues

Automatically scales with demand

Which of the following best describes edge deployment? Hosting models on cloud servers Deploying models on local devices Using models for batch processing Centralized data processing

Deploying models on local devices

In which scenario is gRPC preferred over REST? When using text-based data For high-performance, low-latency applications When no client-server communication is needed For batch data processing

For high-performance, low-latency applications

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