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What is the primary goal of cloud workload characterization?
To understand and optimize the performance and resource usage of applications in a cloud environment.
What does CPU utilization indicate?
It indicates the percentage of time the CPU is actively processing instructions.
Give an example of a tightly coupled intensive calculation workload.
Scientific simulations or complex mathematical computations.
How do cloud providers anticipate future workloads?
By analyzing current usage patterns and trends to predict future demand and optimize resource allocation.
Which animal represents Cloud app that are not perturbed by other app?
Sheep
Which animal represents Cloud app that are sensitive and perform better if not sharing cache?
Rabbit
Which animal represents Cloud app that have little use of cache?
Turtle
Which entity represents Cloud app that negatively impact other app?
Devil
Which Cloud workload categories that are consists of several small independent tasks?
Many tiny tasks
Which Cloud workload categories that requires connectivity of jobs like collaborating chats / discussions?
Highly interactive multi-person jobs
Which Cloud workload categories that consists of traditional single-user tasks that are running via thin client?
Private local tasks
Which Cloud workload categories that consists of user initating request of response through a server to each other?
Voice or Video Over IP
What is the main resource required for separable calculation intensive HPC workloads?
High computational power and parallel processing capabilities.
What is the primary evaluation criterion for big data storage workloads?
The ability to handle large volumes of data efficiently
Define a cache hit.
A cache hit occurs when the data requested by a CPU is found in the cache memory.
In temporal variability of workloads, what is the Case 2 of how workload category would change?
When job is incorrectly categorized.
