issues on big data governance · ifc-bank indonesia satellite seminar on “big data” at the isi...
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IFC-Bank Indonesia Satellite Seminar on “Big Data” at the ISI Regional Statistics Conference 2017
Bali, Indonesia, 21 March 2017
Issues on Big Data Governance – Big Data work in Central Banks, HR and IT issues1
Anne Leslie-Bini, Director, Financial Services, BearingPoint / Central Banking
1 This presentation was prepared for the meeting. The views expressed are those of the author and do not necessarily reflect the views of the BIS, the IFC or the central banks and other institutions represented at the meeting.
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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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