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I applied via Naukri.com and was interviewed in Dec 2021. There were 3 interview rounds.
Basic concept on all the hadoop components
3-4 questions on each topic hadoop hive mapreduce spark scala & sql
Spark architecture, lazy evaluation, repartition vs coalesce
Spark architecture consists of a driver program, cluster manager, and worker nodes
Lazy evaluation is a feature of Spark where transformations are not executed until an action is called
Repartition function shuffles data across partitions while coalesce reduces the number of partitions
Repartition can increase or decrease the number of partitions while coalesce o...
MapReduce is a programming model and software framework for processing large amounts of data in parallel on a cluster.
MapReduce is used for distributed processing of big data
It consists of two phases: Map and Reduce
Map phase processes input data and produces intermediate key-value pairs
Reduce phase takes the output of the Map phase and combines the values for each key
MapReduce is fault-tolerant and highly scalable
Examp
I applied via Naukri.com and was interviewed in Jan 2020. There were 4 interview rounds.
I applied via Naukri.com and was interviewed in Oct 2022. There were 2 interview rounds.
1 hr test with mcq and coding snippet
Pointers are variables that store memory addresses of other variables in C programming language.
Pointers are used to manipulate data structures like arrays, linked lists, and trees.
They can be used to pass values by reference to functions.
Pointers can also be used to allocate memory dynamically using functions like malloc() and calloc().
A linked list program is a data structure that stores a sequence of elements with pointers to the next element.
Create a Node class with a value and a next pointer
Create a LinkedList class with a head pointer and methods to add, remove, and traverse nodes
Example: LinkedList ll = new LinkedList(); ll.add(5); ll.add(10); ll.remove(5);
Data structures are used to organize and manipulate data efficiently in various applications.
Data structures are used in databases to store and retrieve data quickly.
In computer graphics, data structures are used to represent geometric objects.
Data structures are used in algorithms such as sorting and searching.
In networking, data structures are used to represent network packets and routing tables.
Data structures are u...
Merge sort is a divide and conquer algorithm that recursively divides the input array into two halves, sorts them and then merges them.
Divide the array into two halves
Recursively sort the two halves
Merge the sorted halves
Repeat until the entire array is sorted
Cloud computing is widely used in various industries for data storage, processing, and analysis.
Cloud computing allows for easy scalability and cost-effectiveness in managing large amounts of data.
Real-time collaboration and access to data from anywhere are some of the benefits of cloud computing.
Examples of cloud computing applications in real-world projects include Amazon Web Services (AWS), Microsoft Azure, and Goog...
I will use a combination of automation tools and manual processes to install, support and manage the platform.
I will use automation tools like Ansible, Puppet or Chef to automate the installation process.
I will create documentation and provide training to support the platform.
I will monitor the platform using tools like Nagios or Zabbix to ensure it is running smoothly.
I will provide support to users and troubleshoot a...
Capacity planning involves estimating future resource needs based on current and projected usage.
Analyze current usage patterns and trends
Forecast future demand based on growth projections
Consider potential changes in technology or business needs
Identify potential bottlenecks and plan for scalability
Regularly review and adjust plans as needed
I applied via Naukri.com and was interviewed in Jun 2022. There were 3 interview rounds.
Quantitative,reasoning,verbal
I applied via Naukri.com and was interviewed in Nov 2021. There were 4 interview rounds.
I applied via Job Portal and was interviewed in Dec 2021. There were 4 interview rounds.
A prime number is a positive integer greater than 1 that has no positive integer divisors other than 1 and itself.
Prime numbers are only divisible by 1 and themselves
Examples of prime numbers include 2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, and 97
Prime numbers are important in cryptography and number theory
Code to check if a number is prime or not.
A prime number is only divisible by 1 and itself.
Start checking from 2 up to the square root of the number.
If the number is divisible by any number in the range, it's not prime.
Otherwise, it's prime.
What is the average age of a group of people with ages ranging from 20 to 60?
Add up all the ages and divide by the number of people in the group
The age range is 40 years
Assuming an equal distribution of ages, the average age would be 40
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