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I applied via Referral and was interviewed in Sep 2024. There was 1 interview round.
I was interviewed in Dec 2024.
I would use load balancing, caching, and scaling techniques to manage the 1 million requests.
Implement load balancing to distribute requests evenly across multiple servers.
Utilize caching to store frequently accessed data and reduce response times.
Scale horizontally by adding more servers to handle the increased load.
Optimize code and database queries to improve performance.
Monitor system performance and make adjustmen
React is a popular JavaScript library for building user interfaces, while SAP UI5 is a framework for developing enterprise-ready web applications.
React is more flexible and widely used in the industry.
SAP UI5 is specifically designed for SAP applications and has built-in support for SAP technologies.
React has a larger community and ecosystem with more resources and libraries available.
SAP UI5 provides a consistent user...
Node.js is a runtime environment for executing JavaScript code outside of a browser, while Java is a general-purpose programming language often used for building enterprise applications.
Node.js is single-threaded and event-driven, making it ideal for handling asynchronous operations like I/O operations.
Java is a statically typed language with a strong emphasis on object-oriented programming, making it suitable for larg...
Multitenancy in SAP BTP allows multiple customers to share the same application instance while keeping their data isolated.
Multitenancy allows multiple customers (tenants) to use the same application instance.
Each tenant's data is isolated and secure from other tenants.
Tenants can customize their own settings, branding, and configurations within the shared application.
SAP BTP provides tools and features to manage multi...
I applied via Company Website and was interviewed in Jul 2024. There was 1 interview round.
Count pairs of numbers where ending digit of ith number equals starting digit of jth number.
Iterate through each pair of numbers in the list
Check if the ending digit of the ith number equals the starting digit of the jth number
Increment the count if the condition is met
Interpretation of graphs in linear regression analysis
Perpendicular lines from error to fitted line in first graph indicate OLS using projection matrices
Lines parallel to y-axis from error to fitted line in second graph suggest evaluation of linear regression to y-pred - y-actual method
PCA could also be a possible interpretation for the second graph
np.einsum() performs Einstein summation on arrays.
Performs summation over specified indices
Can also perform other operations like multiplication, contraction, etc.
Syntax: np.einsum(subscripts, *operands)
numpy.random.rand generates random numbers from a uniform distribution, while numpy.random.randn generates random numbers from a standard normal distribution.
numpy.random.rand generates random numbers from a uniform distribution between 0 and 1.
numpy.random.randn generates random numbers from a standard normal distribution with mean 0 and standard deviation 1.
Example: np.random.rand(3, 2) will generate a 3x2 array of r...
Logit is the log-odds of the probability, while probabilities are the actual probabilities of an event occurring.
Logit is the natural logarithm of the odds ratio, used in logistic regression.
Probabilities are the actual likelihood of an event occurring, ranging from 0 to 1.
In deep learning, logit values are transformed into probabilities using a softmax function.
Logit values can be negative or positive, while probabili
I applied via LinkedIn and was interviewed in Dec 2024. There were 2 interview rounds.
SAP interview questions for popular designations
Get interview-ready with Top SAP Interview Questions
I applied via Campus Placement and was interviewed in Aug 2024. There were 3 interview rounds.
45 minutes
arrays, strings,
SHL
To find number of nodes in a tree, perform a depth-first or breadth-first traversal and count the nodes. Time complexity is O(n).
Perform a depth-first or breadth-first traversal of the tree
Count the nodes as you traverse the tree
Time complexity is O(n) where n is the number of nodes in the tree
Abstraction is the concept of hiding complex implementation details and showing only the necessary information.
Abstraction allows developers to focus on the essential features of an object or system.
It helps in reducing complexity and improving efficiency in software development.
Implement abstraction in programming by using abstract classes and interfaces.
Example: In a car, we don't need to know the internal workings o...
The minimum number of coins to reach a target amount can be calculated using dynamic programming.
Use dynamic programming to calculate the minimum number of coins needed to reach the target amount.
Start by initializing an array to store the minimum number of coins needed for each amount from 0 to the target amount.
Iterate through the coin denominations and update the minimum number of coins needed for each amount based
Convert byte stream to human readable format without using library
Iterate through the byte stream and convert each byte to its ASCII character representation
Concatenate the ASCII characters to form the human readable format
Handle special characters and edge cases appropriately
I applied via Approached by Company and was interviewed in Jul 2024. There were 5 interview rounds.
New Java versions introduce various features and improvements for developers.
Java 8 introduced lambda expressions and the Stream API for functional programming.
Java 9 added the module system to improve code organization and security.
Java 10 included local variable type inference for cleaner code.
Java 11 introduced the HttpClient API for easier HTTP communication.
Java 12 added switch expressions for more concise code.
Ja...
LRU cache is a data structure that stores the most recently used items, discarding the least recently used items when full.
Use a LinkedHashMap to implement LRU cache in Java
Override removeEldestEntry method to limit the size of the cache
Accessing an element updates its position in the cache
I chose SAP because of its industry-leading reputation and comprehensive suite of solutions. If offered less compensation, I would consider the overall growth opportunities and work-life balance.
SAP is a widely used enterprise software with a strong market presence
SAP offers a wide range of solutions for various industries, providing valuable experience and skill development
Consider the overall growth opportunities, wo...
Implement stack using array or linked list
Use an array or linked list to store elements in the stack
Implement push() and pop() functions to add and remove elements from the stack
Maintain a pointer to keep track of the top element in the stack
I am motivated to join SAP because of their reputation for innovation, global impact, and opportunities for growth.
SAP is a global leader in enterprise software solutions, offering cutting-edge technology and opportunities to work on impactful projects.
I am excited about the chance to work with a diverse team of talented individuals and learn from industry experts.
SAP's commitment to innovation and continuous learning ...
My top priority while choosing a new job is growth opportunities and a positive work culture.
Opportunities for career advancement and skill development
Positive work environment and company culture
Alignment with personal values and goals
Competitive compensation and benefits
Work-life balance
posted on 26 Oct 2024
Archiving process involves storing data in a secure and organized manner for future reference.
Archiving involves selecting and identifying data to be stored
Data is then transferred to a secure storage location
Metadata is added to the archived data for easy retrieval
Regular maintenance and updates are necessary to ensure data integrity
Examples: Archiving old emails, backing up files to a cloud storage service
Easy level DSA question
HTTP is a protocol used for transferring data over the internet, while HTTPS is a secure version of HTTP that encrypts data.
HTTP stands for Hypertext Transfer Protocol and is used for transmitting data over the internet.
HTTPS stands for Hypertext Transfer Protocol Secure and adds a layer of security by encrypting the data being transmitted.
HTTPS is commonly used for secure online transactions, such as online banking or...
CPU is a general-purpose processor for executing tasks sequentially, while GPU is specialized for parallel processing, making it better for graphics and AI.
CPU is designed for general-purpose computing tasks, executing instructions sequentially.
GPU is specialized for parallel processing, making it more efficient for graphics rendering and AI tasks.
CPU typically has fewer cores but higher clock speeds, while GPU has man...
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The duration of SAP interview process can vary, but typically it takes about less than 2 weeks to complete.
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