You're working on a project where performance optimization is critical. How would you minimize render-blocking CSS and improve page load speed?

  • Implement server-side rendering for CSS to reduce client-side processing.
  • Inline all CSS styles directly into the HTML document.
  • Minify and concatenate CSS files to reduce the number of HTTP requests.
  • Use JavaScript to load CSS asynchronously after the page content is loaded.
To minimize render-blocking CSS and improve page load speed, techniques like minification and concatenation are effective. Minifying CSS involves removing unnecessary spaces, comments, and reducing file size, which speeds up download times. Concatenation combines multiple CSS files into a single file, reducing HTTP requests. These optimizations help browsers fetch and render CSS more efficiently, leading to faster page load speeds, crucial for performance-critical projects.

Which protocol is primarily used for transferring files over the internet?

  • FTP
  • POP3
  • SMTP
  • TCP
FTP stands for File Transfer Protocol. It is a standard network protocol used for the transfer of computer files between a client and server on a computer network. FTP operates on a client-server model where the user initiates a connection to the server to perform file transfers.

How does denormalization differ from normalization, and when is it appropriate to use?

  • Enhances data integrity
  • Increases redundancy for faster read operations
  • Maintains data consistency
  • Reduces redundancy for efficient storage
Denormalization involves combining tables to reduce joins for faster read operations at the expense of increased redundancy. It is appropriate in read-heavy applications where performance is critical.

In dynamic programming, what is the purpose of the "bottom-up" approach?

  • To avoid recursion and use iterative loops for optimization.
  • To skip solving subproblems and directly compute the final answer.
  • To solve smaller subproblems first before tackling larger ones.
  • To start solving the problem from the largest subproblem size.
The bottom-up approach in dynamic programming involves solving smaller subproblems first and then combining their solutions to solve larger subproblems. This approach is typically more efficient than the top-down approach because it avoids redundant computations and optimizes the use of memory. By starting from the smallest subproblems and gradually building up to the final solution, bottom-up dynamic programming ensures that each subproblem is solved only once and its result is stored for future use, reducing computational overhead.

Explain the concept of a circular linked list and its advantages.

  • A circular linked list is a type of linked list that has a fixed size.
  • A circular linked list is a type of linked list where each node points to the next node.
  • A circular linked list is a type of linked list where each node points to the previous node.
  • A circular linked list is a type of linked list where the last node points back to the first.
A circular linked list is a data structure where each node has a pointer to the next node in the sequence, and the last node points back to the first node, forming a circle. This structure allows for efficient traversal of the entire list starting from any node. One advantage of a circular linked list is that it can be used to implement circular buffers, which are useful in applications like streaming data or managing resources with limited space.

To restrict access to certain resources in RESTful APIs, ___________ is commonly employed.

  • OAuth
  • API keys
  • HTTPS
  • JSON Web Tokens (JWTs)
The correct option is HTTPS. HTTPS (Hypertext Transfer Protocol Secure) is commonly used to secure RESTful API communications by encrypting data exchanged between clients and servers. It helps prevent unauthorized access, data tampering, and eavesdropping. HTTPS is a fundamental security measure in modern web development, including RESTful API implementations.

Which SDLC model is best suited for large projects with uncertain or evolving requirements?

  • Agile
  • RAD
  • Spiral
  • Waterfall
Agile methodologies are best suited for large projects with uncertain or evolving requirements because they emphasize flexibility, collaboration, and iterative development. Unlike Waterfall, Agile allows for continuous feedback, frequent testing, and adaptation to changes, making it ideal for dynamic project environments.

In your role as a security analyst, you discover a vulnerability in a web application that allows attackers to execute arbitrary SQL queries. How would you advise the development team to remediate this vulnerability?

  • Use parameterized queries or prepared statements to sanitize user input and prevent SQL injection attacks.
  • Implement strict input validation on user inputs, perform regular security audits and code reviews.
  • Utilize a web application firewall (WAF) to block malicious SQL queries, restrict database permissions to minimize attack surface.
  • Educate developers on secure coding practices, use stored procedures to encapsulate database operations.
Option 1 suggests using parameterized queries or prepared statements, which are fundamental to preventing SQL injection attacks by separating user input from SQL commands. Option 3 involves additional security measures like WAF and database permissions, which are beneficial but secondary to fixing the core vulnerability. Option 4 addresses secure coding practices but does not focus specifically on remedying SQL injection vulnerabilities.

Dynamic programming is often used to solve problems related to ___________ optimization.

  • Cost
  • Resource
  • Space
  • Time
Dynamic programming is commonly used for resource optimization problems, where the goal is to optimize the allocation of resources such as time, money, or personnel to achieve the best possible outcome. This technique involves breaking down the optimization problem into smaller subproblems and using optimal substructure to find the overall optimal solution.

Thread creation is less expensive than ___________ creation.

  • Monitor
  • Pipeline
  • Process
  • Semaphore
The creation of threads is typically less costly in terms of system resources compared to creating processes. Threads share memory space within a process, while processes have separate memory spaces. Semaphores, monitors, and pipelines are synchronization mechanisms used in concurrent programming but are not directly related to the cost of creation in terms of system resources.