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Audit methodologies and standards for Big Data

0

$begingroup$

Given an information system with known data sources and some software that handle the data, is there any standard methodology to assess and audit the information system with respect to efficiency in generating value from data ?

The question is a little bit vague but let me clarify with a fictional example.

Imagine that I have an information system where data comes from sensors, cameras, card readers, etc. The data is then stored in Postgres (data-warehouse) using a script that ingests the data. The data is then exploited in different ways. Imagine now I want to audit and assess this information system, how should I proceed ? is there any standard ? is there any known methodology to proceed ?

Ps: I don't know whether this is the right community to answer the question, but it seems to be the closest.

Thanks

bigdata data

share|improve this question

edited Mar 27 at 11:39

Blenzus

15010

asked Mar 27 at 8:34

threeVthreeV

1

$endgroup$

• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  What is the purpose of Audit (E.g.: Data lineage , Data Quality , Staleness .. )
  $endgroup$
  – Shamit Verma
  Mar 27 at 8:46
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  The purpose is : "Usability for Analytics", this includes : Data part : Data Quality as an example. Software part : Which ecosystem is more adequate.
  $endgroup$
  – threeV
  Mar 27 at 8:49
  
  

  
  
  
  

add a comment | 

0

$begingroup$

Given an information system with known data sources and some software that handle the data, is there any standard methodology to assess and audit the information system with respect to efficiency in generating value from data ?

The question is a little bit vague but let me clarify with a fictional example.

Imagine that I have an information system where data comes from sensors, cameras, card readers, etc. The data is then stored in Postgres (data-warehouse) using a script that ingests the data. The data is then exploited in different ways. Imagine now I want to audit and assess this information system, how should I proceed ? is there any standard ? is there any known methodology to proceed ?

Ps: I don't know whether this is the right community to answer the question, but it seems to be the closest.

Thanks

bigdata data

share|improve this question

edited Mar 27 at 11:39

Blenzus

15010

asked Mar 27 at 8:34

threeVthreeV

1

$endgroup$

• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  What is the purpose of Audit (E.g.: Data lineage , Data Quality , Staleness .. )
  $endgroup$
  – Shamit Verma
  Mar 27 at 8:46
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  The purpose is : "Usability for Analytics", this includes : Data part : Data Quality as an example. Software part : Which ecosystem is more adequate.
  $endgroup$
  – threeV
  Mar 27 at 8:49
  
  

  
  
  
  

add a comment | 

$begingroup$

Given an information system with known data sources and some software that handle the data, is there any standard methodology to assess and audit the information system with respect to efficiency in generating value from data ?

The question is a little bit vague but let me clarify with a fictional example.

Imagine that I have an information system where data comes from sensors, cameras, card readers, etc. The data is then stored in Postgres (data-warehouse) using a script that ingests the data. The data is then exploited in different ways. Imagine now I want to audit and assess this information system, how should I proceed ? is there any standard ? is there any known methodology to proceed ?

Ps: I don't know whether this is the right community to answer the question, but it seems to be the closest.

Thanks

bigdata data

share|improve this question

edited Mar 27 at 11:39

Blenzus

15010

asked Mar 27 at 8:34

threeVthreeV

1

$endgroup$

share|improve this question

edited Mar 27 at 11:39

Blenzus

15010

asked Mar 27 at 8:34

threeVthreeV

1

share|improve this question

edited Mar 27 at 11:39

Blenzus

15010

asked Mar 27 at 8:34

threeVthreeV

1

edited Mar 27 at 11:39

Blenzus

15010

edited Mar 27 at 11:39

Blenzus

15010

asked Mar 27 at 8:34

threeVthreeV

1

asked Mar 27 at 8:34

threeVthreeV

1