Subject: Computer systems architecture
Q1. Please read the below paragraph and write your opinion and can ask any questions.
Note: 150 words with intext citations and references
Some of the features google cloud storage provides are managing costs and performance with Object Lifecycle Management (OLM). Using this feature, users can cut down on costs by transitioning to a lower storage class using specific criteria and when storing newer version of the data. Cloud storage has servers across the world which means that redundant data is stored which allows for better preparedness in case of a natural disaster. This feature is customizable. Microsft Azure cloud storage is scalable, durable and available more widely and therefore it is more flexible based on geolocations. Azure is known to be extremely secure and for business models, it provides role based security. Also provides data management from policy based control to analytics.
Amazon S3 stores data in buckets which allows for the smallest amount of data to be stored. It is easily customizable with ample security against unauthorized users, and it can run analytics easily and monitor data. It is easily accessible directly through hostnames.
Subject: Internship
Q2. Please read the below paragraph and write your opinion in 100 words.
Data is extremely important in my daily work. I’m designing machine learning models in the company. We are dealing with data everyday. The training data is used to train the machine learning model we design and the test data is used to test the performance of the model we design. Only when the data is accurate and the distribution of the data is balanced, the model is well trained. Otherwise, we need to collect more datasets.