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SAEL Industries Limited
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Spark Dataset is a distributed collection of data organized into named columns.
It is an extension of the Spark DataFrame API.
It provides type-safe, object-oriented programming interface.
It offers better performance and optimization compared to DataFrames.
Example: val dataset = spark.read.json("path/to/file").as[MyCaseClass]
Spark is faster for real-time processing, while Hadoop is better for batch processing and large-scale data storage.
Spark is faster than Hadoop due to in-memory processing.
Hadoop is better for batch processing and large-scale data storage.
Spark is more suitable for real-time processing and iterative algorithms.
Hadoop is more suitable for processing large volumes of data in a distributed manner.
Spark is commonly used for...
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I applied via Naukri.com and was interviewed in Nov 2020. There were 3 interview rounds.
To analyse total diesel consumption in equipment, I would gather data on usage and calculate fuel efficiency.
Collect data on equipment usage and fuel consumption
Calculate fuel efficiency by dividing fuel consumption by equipment usage
Compare fuel efficiency across different equipment to identify outliers
Identify factors that may affect fuel efficiency, such as maintenance or operator behavior
I applied via Referral and was interviewed before Mar 2020. There were 3 interview rounds.
I appeared for an interview before Nov 2016.
Yes, I am willing to work at any location for the Senior Engineer position.
I am open to relocating for the right opportunity
I have experience working in different locations
I am flexible and adaptable to new environments
I have a proven track record of staying calm and focused in challenging situations, allowing me to problem-solve effectively.
I have experience working in high-pressure environments and have successfully delivered projects on time despite obstacles.
I am adaptable and can quickly assess a situation to determine the best course of action.
I have strong problem-solving skills and can think creatively to find solutions in ad
I applied via Referral and was interviewed before Mar 2021. There were 2 interview rounds.
I applied via Recruitment Consulltant and was interviewed in Feb 2023. There were 3 interview rounds.
I appeared for an interview in Sep 2024.
A cluster is a group of interconnected computers that work together to perform tasks as a single system.
Clusters can improve performance and availability by distributing workloads.
They are commonly used in high-performance computing (HPC) environments.
Examples include Hadoop clusters for big data processing and Kubernetes clusters for container orchestration.
Clusters can be configured for load balancing, failover, or p
Lookup refers to the process of retrieving data from a data structure or database based on a key or identifier.
Lookup operations are commonly used in databases to fetch records based on unique identifiers, like user IDs.
In programming, hash tables use lookup to quickly find values associated with keys, improving efficiency.
For example, in a dictionary, looking up a word retrieves its definition.
APIs often perform looku...
I appeared for an interview before Feb 2024.
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Interview experience
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