In a distributed database system, how would you approach query optimization to minimize network latency and improve overall performance?
- Implement only vertical partitioning, Optimize queries centrally, Decrease node communication, Disable encryption on the network
- Implement sharding and partitioning, Use asynchronous communication, Optimize queries locally on each node, Increase the bandwidth of the network
- Increase network latency intentionally, Use only synchronous communication, Disable query caching, Randomly distribute data across nodes
- Use a single centralized database, Minimize the number of nodes, Decrease the network bandwidth, Increase the size of each query
In a distributed database system, optimizing queries involves implementing sharding, partitioning, and using asynchronous communication to minimize network latency. Optimizing queries locally on each node is essential for efficient distributed query processing.
_______ is the ability of an object to take on many forms in OOP.
- Abstraction
- Encapsulation
- Inheritance
- Polymorphism
Polymorphism is the ability of an object to take on many forms. In object-oriented programming (OOP), it allows objects of different types to be treated as objects of a common type, providing flexibility and extensibility in code design.
Which AWS service is used for container orchestration?
- AWS Lambda
- Amazon ECS
- Amazon RDS
- Amazon S3
Amazon ECS (Elastic Container Service) is the AWS service used for container orchestration. It allows users to run, stop, and manage Docker containers on a cluster, making it easier to deploy and scale containerized applications.
What is the difference between BFS (Breadth-First Search) and DFS (Depth-First Search)?
- BFS always finds the shortest path, while DFS may not
- BFS explores graph by depth, while DFS explores breadth-wise
- BFS explores graph level by level, while DFS explores as far as possible along each branch before backtracking
- BFS is recursive, while DFS is iterative
BFS (Breadth-First Search) explores a graph level by level, while DFS (Depth-First Search) explores as far as possible along each branch before backtracking. Understanding these differences is crucial for choosing the right algorithm for a specific problem.
You're working on a project where rapid prototyping is crucial. Which framework would be most suitable and why?
- Express.js
- Flask
- Ruby on Rails
- Spring Boot
Flask, a lightweight Python web framework, is ideal for rapid prototyping. Its simplicity and flexibility allow developers to quickly build and iterate on prototypes, making it a preferred choice for projects with tight timelines.
You're tasked with developing a real-time chat application. Considering scalability and event-driven architecture, which server-side language would you choose and why?
- Java
- Node.js
- Python
- Ruby
For a real-time chat application requiring scalability and event-driven architecture, Node.js is a suitable choice. Its non-blocking, asynchronous nature makes it well-suited for handling numerous concurrent connections in a real-time scenario.
What is the purpose of hash tables in data structures?
- Creating a linked list of data elements.
- Efficient data retrieval and storage by mapping keys to array indices using a hash function.
- Sorting elements based on their hash values.
- Storing data in a random order for quick access.
Hash tables are data structures that use a hash function to map keys to array indices, allowing for efficient data retrieval and storage. This structure enables constant-time average-case complexity for common operations like insertions, deletions, and searches.
Implementing _______ loading allows resources like images and scripts to be loaded asynchronously, improving overall performance.
- Asynchronous
- Parallel
- Sequential
- Synchronous
Asynchronous loading enables resources to load independently of the main page, preventing them from blocking other page elements. This contributes to faster page rendering and improved performance.
Which of the following is a common method to prevent Cross-Site Scripting (XSS) attacks?
- Cross-Site Request Forgery (CSRF)
- Input validation
- Output encoding
- Session hijacking
Output encoding is a common method to prevent Cross-Site Scripting (XSS) attacks. By encoding user-input before displaying it in a web page, potential malicious scripts are neutralized, reducing the risk of XSS vulnerabilities.
What are Browser Developer Tools primarily used for?
- Creating new websites
- Debugging and optimizing web pages
- Managing bookmarks
- Writing code
Browser Developer Tools are primarily used for debugging and optimizing web pages. They provide features for inspecting, debugging, and profiling web pages to improve performance and fix issues.
Log _______ is the process of periodically archiving or deleting old log files to conserve disk space.
- Cleanup
- Purging
- Rotation
- Truncation
Log purging is the process of periodically archiving or deleting old log files to conserve disk space. It helps maintain efficient log storage while retaining relevant data for analysis and troubleshooting.
You're building a web form where users need to upload images. Which HTML element would you use to create the file upload field?
The element is used to create a file input field in a web form. It allows users to choose and upload files, including images.