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Your Company Currently Runs a Large On-Premises Cluster Using Spark

question 91

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Your company currently runs a large on-premises cluster using Spark, Hive, and HDFS in a colocation facility. The cluster is designed to accommodate peak usage on the system; however, many jobs are batch in nature, and usage of the cluster fluctuates quite dramatically. Your company is eager to move to the cloud to reduce the overhead associated with on-premises infrastructure and maintenance and to benefit from the cost savings. They are also hoping to modernize their existing infrastructure to use more serverless offerings in order to take advantage of the cloud. Because of the timing of their contract renewal with the colocation facility, they have only 2 months for their initial migration. How would you recommend they approach their upcoming migration strategy so they can maximize their cost savings in the cloud while still executing the migration in time?

Understand the concept of power distance and its implications in organizational leadership.
Recognize the role of charisma in leadership and its impact on followers.
Differentiate between task-oriented and relations-oriented leadership behaviors.
Comprehend the importance of ethical leadership and creating value for society.

Definitions:

Identity Achievement

The stage in identity development where an individual has explored various options and made firm commitments to certain values, beliefs, and goals.

Marcia

A theory developed by James Marcia that categorizes an individual's progress toward their identity in terms of crisis and commitment across different life areas.

Field of Medicine

The Field of Medicine encompasses the science and practice of diagnosing, treating, and preventing diseases and injuries to improve health.

Erikson

refers to Erik Erikson, a developmental psychologist known for his theory on the psychosocial development of human beings.

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