Explain the concept of mutation testing and its significance in software testing.

  • Testing for code coverage
  • Testing for functional bugs
  • Testing for integration issues
  • Testing for user interface
Mutation testing involves deliberately introducing small changes (mutations) to the source code and then running the test suite to check if the tests detect these mutations. This technique helps evaluate the effectiveness of the test cases by measuring their ability to detect changes in the code, thereby improving the quality and reliability of the test suite. It is significant as it helps in identifying weak spots in the test suite and improving overall test coverage.

How can you ensure data integrity in a relational database using SQL constraints?

  • Use CHECK constraints to validate data
  • Use FOREIGN KEY constraints to maintain referential integrity
  • Use PRIMARY KEY constraints to enforce uniqueness
  • Use UNIQUE constraints to enforce uniqueness
Data integrity in a relational database can be ensured using SQL constraints such as PRIMARY KEY (to enforce uniqueness), FOREIGN KEY (to maintain referential integrity), CHECK (to validate data), and UNIQUE (to enforce uniqueness).

In virtualization, ___________ enables multiple operating systems to run concurrently on a single physical machine.

  • Hypervisor
  • Container
  • Microservices
  • Docker
The correct option is "Hypervisor." A hypervisor, also known as a virtual machine monitor (VMM), allows multiple virtual machines (VMs) to run on a single physical machine by abstracting and managing the underlying hardware resources. It provides isolation, resource allocation, and control over the VMs, enabling different operating systems to coexist on the same hardware.

Imagine you're implementing a guest Wi-Fi network for a hotel. How would you ensure security for both guests and the hotel's internal network while providing convenient access?

  • Implement guest isolation, use captive portals with authentication, employ MAC address filtering, configure firewall rules
  • Implement port security, use guest network throttling, employ VPN tunnels, configure SSL inspection
  • Use WEP encryption, implement guest subnetting, employ packet sniffing prevention, configure IPsec tunnels
  • Use WPA3 encryption, implement guest VLANs, employ intrusion detection systems (IDS), use biometric authentication
When implementing a guest Wi-Fi network for a hotel, ensuring security for both guests and the hotel's internal network involves implementing guest isolation to prevent guests from accessing internal resources. Captive portals with authentication ensure only authorized users gain access. MAC address filtering adds an additional layer of security by allowing only specific devices to connect. Configuring firewall rules restricts unauthorized access and protects sensitive data. These measures collectively enhance security while providing convenient guest access.

What is the purpose of unit testing in software development?

  • To ensure compatibility with different operating systems
  • To test the entire system as a whole
  • To validate user interface design
  • To verify the functionality of individual units/modules
Unit testing is focused on verifying the functionality of individual units or modules of code. It is performed early in the development process to detect and fix bugs at a granular level, ensuring that each unit of code functions as intended. This helps in improving code quality, identifying issues early, and facilitating easier integration with other components.

The _________ operation in a linked list is used to remove the last node.

  • Deallocate
  • Delete
  • Pop
  • Truncate
The pop operation removes the last node from a linked list, updating pointers accordingly to disconnect it from the list and deallocate its memory if necessary.

Describe the concept of file system fragmentation and its impact on performance.

  • Better data security through encryption
  • Improved file access speed
  • Increased read/write times due to scattered data blocks
  • Reduced storage space usage due to optimized data allocation
File system fragmentation occurs when files are broken into pieces scattered across the disk, leading to increased read/write times as the system needs to access multiple fragments. This impacts performance as it introduces delays in retrieving and storing data.

What is the difference between abstraction and encapsulation in OOP?

  • Abstraction is bundling data and methods while encapsulation is exposing implementation details.
  • Abstraction is bundling data and methods while encapsulation is hiding implementation details.
  • Abstraction is exposing implementation details while encapsulation is bundling data and methods.
  • Abstraction is hiding implementation details while encapsulation is bundling data and methods.
Abstraction in OOP refers to the concept of hiding complex implementation details and showing only essential features of an object. Encapsulation, on the other hand, involves bundling the data (attributes) and methods (functions) that operate on the data into a single unit, i.e., a class. This helps in achieving data hiding and access control.

You're designing a database schema for a social media platform. How would you structure the tables to efficiently handle user profiles and their relationships?

  • Separate tables for users, profiles, relationships; Use foreign keys to link tables
  • Single table for users with profile details as columns; Use triggers for relationships
  • Hierarchical structure with nested tables for profiles and relationships
  • Use denormalization for faster access
Option 1 is correct. In a social media platform, it's efficient to have separate tables for users, profiles, and relationships. This allows for easier management and scalability. Foreign keys ensure data integrity and help in querying related information efficiently. Using a single table for users can lead to data redundancy and maintenance issues. A hierarchical structure may become complex and harder to manage as the platform scales. Denormalization, while useful in certain cases, may not be ideal for handling user profiles and relationships in a social media context.

You're working on a team project, and two team members have made conflicting changes to the same file. How would you resolve this conflict using Git?

  • Use git checkout --ours/--theirs to choose one version
  • Use git diff to view the differences and manually resolve the conflict
  • Use git merge to merge conflicting changes
  • Use git status to identify conflicting files
When resolving conflicts in Git, the first step is to identify the conflicting files. git status helps in listing the conflicting files. Once identified, use git diff to view the differences and manually resolve the conflicts in the file. After resolving the conflicts, stage the changes with git add and then commit the resolved changes. Alternatively, you can also use tools like git mergetool to help with resolving conflicts more efficiently.