issues on big data governance - bis.org · let's solve this problem by ... issues on big data...
TRANSCRIPT
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Issues on Big Data Governance Big Data work in Central Banks, HR and IT issues
Anne Leslie-Bini
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A venerable institution with centuries of history…
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A multi-faceted mission…
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Living with legacy architecture…
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And the challenges of reconciling old and new…
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Striving for the best of both worlds…
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The war for talent…
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DATA INTEGRATION
BUSINESS VIEWS
TRANSVERSAL : DATA MANAGEMENT, SECURITY, TRACEABILITY
Streaming
DATA USAGE
Batch analytics
InteractiveSearch Engine
Real time
DATA LAKE - DATALAB
HDFS : distributed file system
Interactive analytics Predictive analytics
Data Management Authorizations : Ranger, Shield, LDAP, Knox Audit : Ranger Encryption : Encryption
PRODUCTION
Supervision : Ambari,Nagios, Ganglia, Marvel
Sequencing ELT
DEVELOPMENT
Batch
DATA SOURCES
InteractiveNoSQL
Batch
API
Sqoop
Flume
Pig
Logstash
Storm
Flume
Hive
TOM
Pig
WebHDFS
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