aimed at monitoring potential illicit financial activities carried out by individuals. To accomplish this, you would need to combine two data sources. The first source is from telecommunication

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Suppose you were responsible for a task aimed at monitoring potential illicit financial activities carried out by individuals. To accomplish this, you would need to combine two data sources. The first source is from telecommunication company data that records the messages sent by a citizen

FIELD NAME

DATA TYPE

Citizen ID String
Message  String
Timestamp Datetime

The second source comes from the central bank data that records the financial transactions of
citizens.

FIELD NAME DATA TYPE
Citizen ID String
From String
To String
Total Integer
Time Stamp Datetime

The information from these two origins is constantly flowing into your company's web service at a high speed, which can be classified as big data. It is necessary to merge the data to form a unified data source with the specified format.

FIELD NAME

DATA TYPE

Citizen ID String
Message  String
Transaction From String
Transaction To  String
Total Transaction Integer
Timestamp  Datetime

Your task is to design these two layers of the Big Data architecture for this case, please design the
architecture down to the detail of each tool you used in each layer. Design the Ingestion layer and Storage Layer

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