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I was interviewed in Aug 2024.
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Find pair of elements in an array whose sum is equal to a given number K.
Iterate through the array and for each element, check if K minus the element exists in the array.
Use a hash table to store the elements and their indices for faster lookup.
If multiple pairs exist, return any one of them.
If no pair exists, return null or an appropriate message.
Session is maintained using session affinity or sticky sessions.
Session affinity ensures that a user's session is always directed to the same server.
Load balancer uses a unique identifier to route requests to the same server.
Sticky sessions can be implemented using cookies or URL rewriting.
Session replication can also be used to maintain session data across multiple servers.
Singleton pattern ensures only one instance of a class is created and provides a global point of access to it.
Create a private constructor to prevent direct instantiation of the class
Create a private static instance of the class
Create a public static method to access the instance
Ensure thread safety by using synchronized keyword or static initialization block
Examples: Logger, Configuration Manager, Database Connection
Explaining abstract class, interface and multiple inheritance in PHP.
Abstract class is a class that cannot be instantiated and can have abstract methods.
Interface is a collection of abstract methods and constants that can be implemented by a class.
Multiple inheritance is not possible in PHP, but can be achieved using interfaces.
Interfaces can be implemented by multiple classes, allowing for multiple inheritance-like be
Write a stored procedure from given tables and conditions
Identify the tables and their relationships
Determine the conditions to be used in the stored procedure
Write the SQL code for the stored procedure
Test the stored procedure to ensure it returns the desired results
To increase PHP memory at run time, modify the php.ini file or use ini_set() function.
Edit the memory_limit value in php.ini file
Use ini_set('memory_limit', '256M') function to increase memory limit at run time
Check for memory leaks in the code
Use unset() function to free up memory after use
php.ini is a configuration file for PHP that allows users to customize various settings.
Change PHP settings such as memory limit, file upload size, and error reporting
Enable or disable extensions and modules
Set timezone and language settings
Configure email settings
Control caching and session settings
Use window.location to get domain from a url in jQuery.
Use window.location to get the full url
Use .hostname to get the domain name
Use .replace() to remove 'www.' if present
WAP to find smallest palindrome number larger than given number.
Convert the given number to string and check if it is already a palindrome.
If not, increment the number and check if it is a palindrome.
Repeat until a palindrome number larger than the given number is found.
Use a while loop to implement the above steps.
WAP to check if linked list elements is a palindrome without using any extra space.
Traverse the linked list and reverse the second half of the list
Compare the first half with the reversed second half
Use two pointers to traverse the list, one at normal speed and other at double speed
Find the first non-repeating character in a string.
Create a hash table to store the frequency of each character in the string.
Iterate through the string and check the frequency of each character.
Return the first character with a frequency of 1.
Connection pooling is a technique of reusing database connections to improve performance.
Connection pooling helps to reduce the overhead of creating and destroying database connections.
It maintains a pool of connections that can be reused by multiple clients.
Connection pooling is commonly used in web applications to handle multiple requests simultaneously.
It can be configured with parameters like maximum number of conn...
A singleton class in PHP is a class that can only be instantiated once.
Create a private constructor to prevent direct instantiation
Create a private static variable to hold the instance of the class
Create a public static method to get the instance of the class
Ensure that the public static method always returns the same instance
To connect to MySQL database using PHP, create a Connection class.
Use mysqli_connect() function to establish a connection
Pass the database credentials as parameters to the function
Create a constructor method to initialize the connection
Create a query method to execute SQL queries
Close the connection using mysqli_close() method
There are three types of errors in PHP: syntax errors, runtime errors, and logical errors.
Syntax errors occur when the code is not written correctly, such as missing semicolons or parentheses.
Runtime errors occur during the execution of the code, such as trying to access an undefined variable.
Logical errors occur when the code runs without errors, but produces unexpected results, such as a miscalculation in a formula.
Session in PHP allows to store user data on the server for later use.
Session starts when a user logs in and ends when the user logs out or the session expires.
Session data is stored on the server and identified by a unique session ID.
Session variables can be set and accessed using the $_SESSION superglobal array.
Session can be destroyed using the session_destroy() function.
Session can be used to store user-specific dat...
Find missing element in an array of elements from 0 to n-1
Calculate sum of all elements in array and subtract from sum of n natural numbers
Use XOR operation on all elements and n natural numbers
Sort the array and find the missing element
Probability of a horse going out of a chessboard in 'n' steps.
The total number of possible moves for a horse is 8.
The probability of going out of the board depends on the position of the horse.
For example, if the horse is at a corner, the probability of going out of the board is higher.
The probability can be calculated using combinatorics and geometry.
Algorithms for manipulating arrays and strings in coding
Use sorting algorithms like quicksort and mergesort for arrays
Use string manipulation functions like substring and replace for strings
Use dynamic programming for optimizing solutions to array and string problems
Designing a large scale Ad Server
Use distributed systems for scalability
Implement caching for faster ad delivery
Ensure high availability and fault tolerance
Use real-time bidding for efficient ad placement
Implement fraud detection mechanisms
Ensure compliance with privacy regulations
Maximum sub sequence sum in an array
Use Kadane's algorithm
Initialize max_so_far and max_ending_here to 0
Iterate through the array and update max_ending_here and max_so_far
Return max_so_far
Endianness refers to the byte order of a system. It determines how multi-byte data types are stored in memory.
Little-endian systems store the least significant byte first, while big-endian systems store the most significant byte first.
Endianness can affect the way data is transmitted between systems.
To determine the endianness of a system, you can use the byte order mark (BOM) or write a test program that checks the by...
Sort an array of 0's and 1's only.
Use two pointers, one at the beginning and one at the end of the array.
Swap 0's from the beginning with 1's from the end until the pointers meet.
Alternatively, use a counting sort algorithm to count the number of 0's and 1's and then reconstruct the array.
Heaps are data structures used to efficiently find the maximum or minimum element in a collection.
Max heap: parent nodes are always greater than or equal to child nodes
Min heap: parent nodes are always smaller than or equal to child nodes
Heaps are commonly used in priority queues and sorting algorithms
Heap operations include insert, delete, and extract max/min
Example: An array [3, 8, 2, 5, 1, 4, 6] can be represented a
Find 3 numbers in an array where a+b=c.
Loop through the array and check for all possible combinations of a and b.
Use a hash table to store the values of a and b, and check if c is present in the hash table.
Sort the array and use two pointers to find a and b, and then check if their sum equals c.
I was interviewed before Jun 2016.
I prefer Python because of its simplicity, readability, and extensive libraries.
Python is known for its simplicity and readability, making it easier to write and understand code.
Python has a large number of libraries and frameworks that can be used to quickly develop applications.
Python's syntax is clean and concise, allowing for faster development and easier maintenance.
Python is widely used in various domains such as...
I want to work with Pubmatic because of their innovative technology solutions and strong reputation in the industry.
Pubmatic is known for their cutting-edge technology solutions in the digital advertising space
I admire Pubmatic's strong reputation and track record in the industry
I believe working at Pubmatic will provide me with valuable learning opportunities and career growth
I applied via Campus Placement
I am an avid traveler and have visited over 20 countries
I love experiencing new cultures and trying new foods
I have backpacked through Europe and Asia
I have volunteered in orphanages in Cambodia and Nepal
Mobile advertising platform
Adtech
Mobile marketing
App monetization
I was interviewed before Jan 2021.
Round duration - 60 minutes
Round difficulty - Easy
This was a written coding test with 2 coding questions to be solved in 60 minutes.
You have a sequence of consecutive nonnegative integers. By appending all integers end-to-end, you formed a string S
without any separators. During this pro...
Given a string of consecutive nonnegative integers with one missing number, find the missing integer.
Iterate through the string to find the missing number by checking the consecutive integers.
If there is more than one missing number, all integers are present, or the string is invalid, return -1.
Handle cases where the missing number is at the beginning or end of the sequence.
Consider edge cases such as single-digit numb
You are given a string consisting of English alphabet characters. Your task is to identify and return the first character in the string that does not repeat...
The task is to find the first non-repeating character in a string, or return the first character if all characters repeat.
Iterate through the string to count the frequency of each character
Find the first character with a frequency of 1, or return the first character if no such character exists
Handle both uppercase and lowercase characters separately
Use a hashmap to store character frequencies efficiently
Round duration - 60 minutes
Round difficulty - Medium
Technical interview round with questions around PHP and DBMS.
Connection pooling is a technique used to manage a pool of database connections to improve performance and efficiency.
Connection pooling reduces the overhead of opening and closing database connections for each request.
It allows multiple clients to reuse a pre-established set of connections to the database.
Connection pooling helps in improving the scalability and performance of applications by efficiently managing data...
To create a singleton design pattern in PHP 5, use a private static variable to store the instance and a static method to retrieve it.
Create a private static variable to store the instance of the class.
Create a private constructor to prevent outside instantiation of the class.
Create a static method to check if an instance already exists and return it, or create a new instance if it doesn't.
Yes, PHP can be used to connect to MySQL by using MySQLi or PDO extensions.
Use MySQLi extension to connect PHP to MySQL
Use PDO extension to connect PHP to MySQL
Example using MySQLi: $conn = new mysqli($servername, $username, $password, $dbname);
Example using PDO: $conn = new PDO('mysql:host=$servername;dbname=$dbname', $username, $password);
Different types of errors in PHP include syntax errors, runtime errors, and logical errors.
Syntax errors: Occur when there is a mistake in the code syntax, preventing the script from running.
Runtime errors: Happen during script execution, such as division by zero or calling a function that does not exist.
Logical errors: Difficult to detect as the code runs without errors, but produces incorrect results.
Fatal errors: St...
Session management in PHP involves storing user data on the server to maintain state between multiple requests.
Sessions are started using session_start() function in PHP.
Session data is stored on the server and a unique session ID is sent to the client's browser.
Session variables can be set, accessed, and unset using $_SESSION superglobal array.
Sessions can be destroyed using session_destroy() function.
Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.
Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.
I was interviewed before Jan 2021.
Round duration - 60 minutes
Round difficulty - Easy
This was a coding test where we had to solve 2 coding questions in 60 minutes.
Imagine you are Harshad Mehta's friend, and you have been given the stock prices of a particular company for the next 'N' days. You can perform up to two buy-and-sell ...
The task is to determine the maximum profit that can be achieved by performing up to two buy-and-sell transactions on a given set of stock prices.
Iterate through the array of stock prices to find the maximum profit that can be achieved by buying and selling stocks.
Keep track of the maximum profit that can be obtained by performing up to two transactions.
Consider all possible combinations of buying and selling stocks to...
You are provided with a string 'STR'
that consists of lowercase English letters ranging from 'a' to 'z'. Your task is to determine all non-empty possible subsequen...
Generate all possible subsequences of a given string.
Use recursion to generate all possible subsequences by including or excluding each character in the string.
Maintain a current index to keep track of the characters being considered.
Append the current character to each subsequence generated so far.
Recursively call the function with the next index to include the next character in subsequences.
Round duration - 60 minutes
Round difficulty - Easy
This was a technical round where the interviewer asked me questions related to OS and Java.
The critical section problem is a synchronization issue in concurrent programming where multiple processes access shared resources.
Critical section is a code segment that accesses shared resources and must be executed by only one process at a time.
The goal is to prevent race conditions and ensure mutual exclusion.
Solutions include using locks, semaphores, and mutex to control access to critical sections.
Example: Multip...
A thread in Java can be created by extending the Thread class or implementing the Runnable interface.
Extend the Thread class and override the run() method
Implement the Runnable interface and provide the implementation for the run() method
Start the thread using the start() method
Round duration - 30 minutes
Round difficulty - Easy
Typical HR round with behavioral questions.
Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.
Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.
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