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Smart Reasoning:

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Qaagi - Book of Why

Causes

Effects

2 VMware hosts ... the same timewould causea problem with data redundancy

by multiple copies of software(passive) caused bydata redundancy issues

Same information about one customer ... two fieldis causingdata redundancy issue

databasecausingdata errors , data redundancy

The high - density deployment of the sensor nodeswill leadto high data redundancy

While hyperspectral data shares rich spectrum information , it has numbers of bands with high correlation coefficientscausinggreat data redundancy

the problemscauseddue to data redundancy

This approachleadsalong with data redundancy

by storing more than one pixel value for a single displayed pixel position(passive) caused byredundant storage of data

we think >will causedlots of data redundancy

we thinkwill causedlots of data redundancy

changes to data ... multiple filesresultsfrom data redundancy

Limitations of Traditional Database Systems Data InconsistencyleadsData redundancy

copies of the exact same file ... many data facilitiescould causeinformation redundancy

copies of a similar file ... different knowledge facilitiesmay causeinformation redundancy

multiple copies of the same dataleadsto data redundancy

Define data redundancy , Example for data redundancycausesdata redundancy

changes ... multiple filesresultsfrom data redundancy

information ... multiple databasescan resultto data redundancy

Discrepancy in data conversion type , text , and formatleadsto data redundancy

Cluttered data in multiple formatscan leadto data redundancy

The problem with this solution , however , isleadsto redundancy of data

As a result , disparate distributed data ... csetwith data redundancy

Files and data elements used in more than one application must be duplicatedresultsin data redundancy

The use of the Flat File databasewill leadto data redundancy

to be repetition of data stored in various user systemsleadingto data redundancy

to be the repetition of data stored in various user systemsleadingto data redundancy

multiple filesresultsfrom data redundancy

multiple copies of the same file(passive) caused bydata redundancy

Duplication of dataresultsdata redundancy

Issues like inconsistencies in data text , type and formatcan leadto redundancy of data

disparate distributed datasetwith data redundancy

The module can not be applied at both levels at the same timewould leadto data redundancy

the data repetitionleadsto data redundancy

multiple databasescan resultto data redundancy

i.e. Duplication of dataresultsdata redundancy

i.e. Duplication of data is thereresultsdata redundancy

copies of a similar file ... info centerswill causeinformation redundancy

by a single sensor node(passive) caused bydata redundancy

manual processesare resultingin data redundancy

to data inconsistencyto leadto data inconsistency

in unreliable datacan ... resultin unreliable data

in inaccurate reportingresultsin inaccurate reporting

to better data consistencyleadsto better data consistency

to data inconsistencyleadsto data inconsistency

to a well - posed field estimation problemleadingto a well - posed field estimation problem

to better data consistencyleadsto better data consistency

better data consistencyleadsbetter data consistency

the stagesetsthe stage

the stage forsetsthe stage for

in wastage of spaceresultin wastage of space

to higher storage costs and poor access timeoften leadsto higher storage costs and poor access time

to higher storage and access costmay leadto higher storage and access cost

to a lack of integrity as a result of data anomaliescan leadto a lack of integrity as a result of data anomalies

to impact on data accuracycan leadto impact on data accuracy

non - integrity of datacausesnon - integrity of data

to data quality issuesleadto data quality issues

to the potential for data inconsistencyleadsto the potential for data inconsistency

storage and maintenance problemscan causestorage and maintenance problems

to data anomalies and corruptionleadsto data anomalies and corruption

What problems(passive) are caused byWhat problems

in data anomaliescan resultin data anomalies

to data anomaliesleadsto data anomalies

to data anomalies andleadsto data anomalies and

to data anomaliesleadsto data anomalies

to data anomalies and corruption Data corruption Data corruptionleadsto data anomalies and corruption Data corruption Data corruption

to inconsistencies in data and update anomaliescan leadto inconsistencies in data and update anomalies

to inconsistent datacan ... leadto inconsistent data

unnecessary usage of network bandwidthcausesunnecessary usage of network bandwidth

to data inconsistencywill leadto data inconsistency

to data inconsistencyleadsto data inconsistency

to data inconsistencycan leadto data inconsistency

to data inconsistencyleadsto data inconsistency

to data inconsistencymay leadto data inconsistency

to communication cost being higher than computational costleadsto communication cost being higher than computational cost

to much higher storage requirements , which in itself can lead to reduced performance on the reporting platformalso leadsto much higher storage requirements , which in itself can lead to reduced performance on the reporting platform

low performance(passive) caused bylow performance

if the two files were merged into onewould resultif the two files were merged into one

if not all of the redundant data is kept up to datecould causeif not all of the redundant data is kept up to date

Three problems(passive) are caused byThree problems

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