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Intelliswift Software
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I applied via Recruitment Consulltant and was interviewed in Feb 2022. There were 5 interview rounds.
To setup a new Cassandra Datacenter, follow these steps:
Choose a location for the new datacenter
Install Cassandra on the new nodes
Configure the new nodes to join the existing cluster
Update the replication factor for the new datacenter
Test the new datacenter for performance and reliability
Bloom Filter is a probabilistic data structure used to test whether an element is a member of a set.
Bloom Filter uses a bit array and multiple hash functions to store and check for the presence of elements in a set.
It can return false positives but never false negatives.
It is commonly used in caching, spell checking, and network routers.
Example: A Bloom Filter can be used to check if a URL has already been visited to a
Reads and writes happen through input/output operations between the database and the application.
Data is read from the database and transferred to the application for processing.
Data is written to the database from the application after processing.
Reads and writes are performed through SQL statements or APIs.
The database management system manages the read and write operations.
Concurrency control mechanisms ensure data
Compaction strategies are used to optimize database performance by reducing disk space usage.
Leveled compaction
Size-tiered compaction
Time-window compaction
Date-tiered compaction
Tiered compaction
High CPU issue can be resolved by identifying the root cause and optimizing the system accordingly.
Identify the process or application causing high CPU usage
Check for any background processes or services consuming CPU resources
Optimize the system by upgrading hardware, tweaking system settings, or optimizing code
Consider load balancing or scaling out if the issue persists
Monitor system performance regularly to prevent
High memory issue can be resolved by identifying and optimizing memory-intensive processes.
Identify memory-intensive processes using task manager or performance monitor
Optimize memory usage by closing unnecessary programs and services
Increase virtual memory or add more RAM if necessary
Check for memory leaks in applications and fix them
Consider upgrading hardware if issue persists
To improve db performance, optimize queries, use indexes, and regularly maintain the database.
Optimize queries by avoiding unnecessary joins and subqueries
Use indexes to speed up data retrieval
Regularly maintain the database by cleaning up unused data and optimizing table structures
Consider partitioning large tables to improve query performance
Use caching to reduce the number of database queries
Upgrade hardware or cons...
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