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This is a computer science document of 2026 and can reary help even in revision
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1 A software development team is facing issues with overlapping responsibilities among team members. What agile practice could they adopt to clarify roles?
Explanation: Role Definition Workshops help clarify responsibilities, ensuring everyone understands their individual contributions.
2 In a cloud computing scenario, which service model allows users to manage applications and data without worrying about the underlying infrastructure?
Explanation: PaaS provides a platform allowing users to develop, run, and manage applications without the complexity of building and maintaining the underlying infrastructure.
3 You are tasked with optimizing a database that shows slow performance. Which indexing strategy would most likely improve query performance?
Explanation: Clustered indexing organizes the data in the table based on the index, improving retrieval times for queries.
4 A company wants to ensure that sensitive data is not exposed during data transmission. Which protocol would be most appropriate for this purpose?
Explanation: HTTPS encrypts the data transmitted, providing a secure communication channel over the internet.
5 A developer is creating a web application that needs to function offline. Which technology should be implemented to cache web resources?
8 A company is implementing a new CRM system and wants to ensure successful adoption by its employees. What strategy should they prioritize?
Explanation: User Training Programs are essential for helping employees understand and effectively use the new CRM system.
9 In a software development project, which document outlines the testing strategy and objectives?
Explanation: A Test Plan details the testing strategy, objectives, resources, and schedule for testing activities.
10 Which type of algorithm is best suited for classifying emails as 'spam' or 'not spam'?
Explanation: Classification Algorithms are designed to categorize data into predefined classes, such as spam or not spam.
11 During a security audit, a company's IT team finds that several user accounts have weak passwords. What is the best practice they should implement?
Explanation: Implementing Password Complexity Requirements ensures that users create strong passwords that are difficult to guess.
12 A software engineer must choose a suitable data structure for implementing a queue. Which of the following would be the best choice?
Explanation: A Linked List is ideal for implementing a queue as it allows for dynamic memory allocation and efficient enqueue and dequeue operations.
Explanation: Agile methodology allows for iterative development and greater adaptability to changing requirements.
16 A company is analyzing user data to improve its product. Which of the following techniques would be most suitable for finding patterns in large datasets?
Explanation: Machine learning algorithms are designed to identify patterns in large datasets effectively.
17 Which of the following is an example of a cloud service model that provides virtualized computing resources over the internet?
Explanation: IaaS (Infrastructure as a Service) offers virtualized computing resources over the internet.
18 A web application is experiencing slow response times. What method can a developer use to identify performance bottlenecks?
Explanation: Profiling tools help developers analyze the performance of applications and identify slow parts of the code.
19 In the context of cybersecurity, what does the term 'phishing' refer to?
Explanation: Phishing involves tricking users into providing sensitive information by pretending to be a legitimate source.
20 During a code review, a developer notices that a function is performing redundant computations. What is the best practice to optimize this function?
23 A developer is implementing a responsive design for a website. What is a key feature they should focus on?
Explanation: Responsive design must be flexible to provide an optimal viewing experience across various devices.
24 What is the function of a load balancer in a web application architecture?
Explanation: A load balancer spreads incoming traffic across multiple servers to ensure no single server becomes overwhelmed.
25 Which of the following best describes the principle of 'least privilege' in access control?
Explanation: The principle of least privilege ensures that users only have access to the resources necessary for their roles.
26 In the context of databases, what is an 'index' used for?
Explanation: An index improves the speed of data retrieval operations on a database table.
27 A team is tasked with migrating a legacy system to a modern platform. Which approach can help ensure minimal disruption during the transition?
Explanation: Phased migration allows for incremental changes, reducing the risk of major disruptions.
Explanation: A firewall is a network security device that monitors and controls incoming and outgoing network traffic based on predetermined security rules.
31 A company is analyzing customer data to predict future buying behaviors. Which type of machine learning technique are they likely using?
Explanation: Supervised learning uses labeled datasets to train algorithms, making it suitable for predicting future outcomes based on historical data.
32 In a distributed database system, what is a potential challenge regarding data consistency?
Explanation: In distributed databases, ensuring that all copies of data are consistent and up-to-date can be challenging due to latency and synchronization issues.
33 A web application is designed to handle a large number of concurrent users. Which architectural pattern is most suitable for this scenario?
Explanation: Microservices architecture allows for better scalability and management of large applications by breaking them into smaller, independently deployable services.
34 A team is implementing a new feature in a large codebase. To ensure that the new code does not break existing functionality, they should use which of the following practices?
Explanation: Automated testing helps catch issues early by running tests against the entire codebase whenever changes are made, ensuring existing functionality remains intact.
Explanation: Elasticity in cloud computing allows resources to be dynamically allocated or deallocated based on current workload demands.
38 A company is concerned about the potential for data loss due to hardware failures. What strategy should they implement to mitigate this risk?
Explanation: Implementing data redundancy through regular backups ensures that in the event of hardware failure, data can be restored from a secure copy.
39 In the context of database management systems, what does normalization achieve?
Explanation: Normalization reduces data anomalies and redundancy by organizing data into related tables, improving overall database performance.
40 What is the primary objective of using a version control system in software development?
Explanation: A version control system helps developers track changes to the code and manage collaboration, allowing multiple developers to work on the same project without conflicts.
41 A startup wants to launch a mobile app but has limited resources. Which development approach could help them get to market quickly?
Explanation: Hybrid app development combines elements of both native and web applications, allowing for quicker deployment across multiple platforms with fewer resources.
42 Which of the following is a common use case for blockchain technology?
45 In a recent project, a team used a cloud-based database service for their application. Which of the following advantages does using a cloud database provide?
Explanation: Cloud databases offer enhanced scalability, allowing businesses to adjust their storage and computational resources based on demand without significant hardware investments.
46 A company is designing a new mobile application and aims to enhance user experience by minimizing load times. Which optimization technique should they prioritize?
Explanation: Image Compression reduces the size of images, which can significantly decrease load times, thereby enhancing user experience without compromising on functionality.
47 During a code review, a developer notices that a piece of code is using a for loop to iterate through a collection, while a more efficient method exists. What is the alternative method that could improve performance?
Explanation: Using a map function allows for more concise and potentially faster iterations over collections, as it abstracts the loop and optimizes function calls.