Come see what new improvements we’ve made in Syncsort DMX-h, DataFunnel™ and DMX Change Data Capture. Lineage is one thing that has been on the minds of a lot of our customers. This webinar will showcase new capabilities that allow deep tracking of field changes, transformations, merges and movement of data. Syncsort starts capturing lineage information at the moment of access with source systems, tracks all changes made, and data sources merged outside the cluster, and changes made on cluster. See how Syncsort helps you track your data’s changes from end to end, from source to analytics.

1. New Features and End to End Lineage
Paige Roberts, Big Data Product Marketing Manager
Ron Cichoski, Sr. Solutions Architect
March 2018

2. Agenda
Product News
– Recent improvements - in DMX/DMX-h versions 9.5, 9.6, and since
– About to Release – Early releases and testing now, GA in April
– Coming Soon – Features on the drawing board for June or later
End to End Data Lineage
Demo of Lineage with Cloudera Navigator
Where to Find More Info
2Syncsort Confidential and Proprietary - do not copy or distribute

3. Disclaimer
3
Syncsort Confidential and Proprietary - do not copy or distribute
Any information about our roadmap outlines our general product direction and is subject to
change at any time without notice. It is for informational purposes only and shall not, be
incorporated into any contract or other commitment.
Syncsort undertakes no obligation either to develop the features or functionality described
or to include any such feature or functionality in a future release.

4. RECENT IMPROVEMENTS
Product News
Syncsort Confidential and Proprietary - do not copy or distribute
4

5. Combine batch and streaming data sources
Single Interface for Streaming & Batch
Spark 2!
Easy development in GUI No need
to write Scala, C or Java code
Now supports cluster mode!
5
Syncsort Confidential and Proprietary - do not copy or distribute
Simplify Streaming Data Integration
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6. Progress Monitoring
Track the progress of
DMX/DMX-h jobs as
they’re running!
Settable time intervals
See exactly how fast jobs are running
Know how much memory and CPU jobs
use at any point
Know when there’s a problem, even in
the middle of long-running jobs
6Syncsort Confidential and Proprietary - do not copy or distribute
C:PROGRAM FILESDMEXPRESSPROGRAMSdmsmonitor.exe /jobid J_readVSAM_20171006_001743_13572 /task
T_readVSAM /interactive 2 /logdir .
Timestamp: 2017-10-06 00:19:09
Status: RUNNING for 00:01:28
User: aramachandran
Data directory: C:UsersaramachandranDocumentsProjectsCompanyNameVSAM_test
Memory: 32MB
CPU: 12%
/MVS/WWCDMX/AZR.VSM (Source): 7689557 records [1689372 records/sec], 246065824 bytes [5405992 bytes/sec]
Vsam_out.dat (Target): 7685704 records [1687590 records/sec], 245942528 bytes [54002880 bytes/sec]
C:PROGRAM FILESDMEXPRESSPROGRAMSdmsmonitor.exe /jobid J_readVSAM_20171006_001743_13572 /task
T_readVSAM /interactive 2 /logdir .
Timestamp: 2017-10-06 00:19:11
Status: RUNNING for 00:01:30
User: aramachandran
Data directory: C:UsersaramachandranDocumentsProjectsCompanyNameVSAM_test
Memory: 32MB
CPU: 12%
/MVS/WWCDMX/AZR.VSM (Source): 10718776 records [1514609 records/sec], 343000832 bytes [48467504 bytes/sec]
Vsam_out.dat (Target): 10716748 records [1515522 records/sec], 342935936 bytes [48496704 bytes/sec]

7. Keybreak Processing Made Easy
Running Totals
Counters
Group Numbering
7Syncsort Confidential and Proprietary - do not copy or distribute

8. Hive Enhancements
Improvements to Hive support
JDBC connectivity
Support for partitioned tables: ORC, Parquet, AVRO, HDFS
Support for Truncate and Insert
Automatic creation of Hive and other Hcat supported tables
Direct distributed processing of Hive
Update of Hive statistics
Use Hive tables for lookups
Hive Merge support – Updates, inserts, deletes, and upserts in Hive
8Syncsort Confidential and Proprietary - do not copy or distribute

9. DB2 on i Series
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10. EARLY RELEASE READY
Product News
Syncsort Confidential and Proprietary - do not copy or distribute
10

11. Impala Support
11Syncsort Confidential and Proprietary - do not copy or distribute

12. Syncsort Real-Time Change Data Capture
12Syncsort Confidential and Proprietary - do not copy or distribute
Keep data in sync in real-time:
Without overloading networks.
Without affecting source database performance.
Without coding or tuning.
• HDFS
• Hive
• Impala
• IBM DB2
• IBM Informix
• Oracle
• Oracle RAC
• Sybase
• MS SQL Server
• Teradata
• MySQL
• PostgreSQL
• IBM DB2
• VSAM
• IBM Informix
• Oracle
• Oracle RAC
• Sybase
• MS SQL Server
Dependable – Reliable transfer of
data even if connectivity fails on
either side.
Fast – Captures changes in source
as they happen. Updates table
statistics for faster queries.
Flexible – Writes to most major
RDBMSs, as well as HDFS, all Hive
and Impala tables, including those
backed by text, ORC, Parquet, Avro
or Kudu.
Even updates Hive versions that
don’t support updates.
Real-Time Replication with Transformation
Conflict Resolution, Collision Monitoring, Tracking and Auditing

13. Govern and Track Everything for Compliance
• Metadata and data lineage for Hive, Avro and
Parquet through HCatalog
• Metadata lineage export and API from DMX/DMX-h
– Simplify audits, analytics dashboards, metrics
– Integrate with enterprise metadata repositories
• Cloudera Navigator certified integration
– Audit and track data from source to cluster
– HDFS, YARN, Spark and other metadata
– Lineage, tagging
– Business and structural metadata
• Apache Atlas ingestion lineage integration
– Audit and track data from source to cluster
– Lineage, tagging
Syncsort Confidential and Proprietary - do not copy or distribute 13

14. Get Your Database data into Hadoop, At the Press of a Button
• Funnel hundreds of tables at once into your data lake
‒ Extract, map and move whole DB schemas in one invocation
‒ Extract from Oracle, DB2/z, MS SQL Server, Teradata, Netezza and Redshift
‒ To SQL Server, Postgres, Hive, HDFS, Redshift and Amazon S3
‒ Automatically create target Hive and HCat tables
• Process multiple funnels in parallel on edge node or data nodes
‒ Order data flows by dependencies
‒ Leverage DMX-h high performance data processing engine
• Extract only the data you want
‒ Data type filtering
‒ Table, record or column exclusion / inclusion
• In-flight transformations and cleansing
• User specified access methods: Native, ODBC or JDBC
14
Syncsort Confidential and Proprietary - do not copy or distribute
DataFunnel™
Move thousands of tables at once!
Syncsort Confidential and Proprietary - do not copy or distribute 14

15. New User Experience for DataFunnel
15Syncsort Confidential and Proprietary - do not copy or distribute
DMX
DataFunnel™
Syncsort Confidential and Proprietary - do not copy or distribute 15

16. New User Experience for DataFunnel
16Syncsort Confidential and Proprietary - do not copy or distribute
DMX
DataFunnel™
Syncsort Confidential and Proprietary - do not copy or distribute 16

17. New UI Wizard Flow Creation
17Syncsort Confidential and Proprietary - do not copy or distribute
DMX
DataFunnel™
Syncsort Confidential and Proprietary - do not copy or distribute 17

18. New UI Wizard Flow Creation
18Syncsort Confidential and Proprietary - do not copy or distribute
DMX
DataFunnel™
Syncsort Confidential and Proprietary - do not copy or distribute 18

19. GUI Execution
19Syncsort Confidential and Proprietary - do not copy or distribute

20. COMING SOON
Product News
Syncsort Confidential and Proprietary - do not copy or distribute
20

21. Change Data Capture in DataFunnel
21Syncsort Confidential and Proprietary - do not copy or distribute
Keep data in sync in real-time:
Without overloading networks.
Without affecting source database performance.
Without coding or tuning.
• HDFS
• Hive
• Impala
• IBM DB2
• IBM Informix
• Oracle
• Oracle RAC
• Sybase
• MS SQL Server
• Teradata
• MySQL
• PostgreSQL
• IBM DB2
• VSAM
• IBM Informix
• Oracle
• Oracle RAC
• Sybase
• MS SQL Server
Dependable – Reliable transfer of
data even if connectivity fails on
either side.
Fast – Captures changes in source
as they happen. Updates table
statistics for faster queries.
Flexible – Writes to most major
RDBMSs, as well as HDFS, all Hive
and Impala tables, including those
backed by text, ORC, Parquet, Avro
or Kudu.
Even updates Hive versions that
don’t support updates.
Real-Time Replication with Transformation
Conflict Resolution, Collision Monitoring, Tracking and Auditing

22. Job Monitoring in DataFunnel GUI
22Syncsort Confidential and Proprietary - do not copy or distribute
DMX
DataFunnel™
Syncsort Confidential and Proprietary - do not copy or distribute 22

23. END TO END DATA LINEAGE
23Syncsort Confidential and Proprietary - do not copy or distribute

24. End to End Data Lineage in Cloudera Navigator
24Syncsort Confidential and Proprietary - do not copy or distribute
Data Sources

25. End to End Data Lineage in Cloudera Navigator
25Syncsort Confidential and Proprietary - do not copy or distribute
Data Sources
Syncsort accesses
data from
sources outside
cluster.

26. End to End Data Lineage in Cloudera Navigator
26Syncsort Confidential and Proprietary - do not copy or distribute
Syncsort onboards
data, modifies
on-the-fly to match
Hadoop storage
model.
Data Sources
Syncsort accesses
data from
sources outside
cluster.

27. End to End Data Lineage in Cloudera Navigator
27Syncsort Confidential and Proprietary - do not copy or distribute
Syncsort onboards
data, modifies
on-the-fly to match
Hadoop storage
model.
Data Sources
Syncsort accesses
data from
sources outside
cluster.
Syncsort changes,
enhances, joins
data in cluster with
MapReduce or
Spark.
Data Hub

28. End to End Data Lineage in Cloudera Navigator
28Syncsort Confidential and Proprietary - do not copy or distribute
Syncsort onboards
data, modifies
on-the-fly to match
Hadoop storage
model.
Data Sources
Syncsort accesses
data from
sources outside
cluster.
Syncsort changes,
enhances, joins
data in cluster with
MapReduce or
Spark.
Syncsort passes
source-to-
cluster data
lineage info to
Navigator.
Data Hub

29. End to End Data Lineage in Cloudera Navigator
29Syncsort Confidential and Proprietary - do not copy or distribute
Syncsort onboards
data, modifies
on-the-fly to match
Hadoop storage
model.
Data Sources
Syncsort accesses
data from
sources outside
cluster.
Syncsort changes,
enhances, joins
data in cluster with
MapReduce or
Spark.
Navigator gathers
any other changes
made to data on
cluster.
Syncsort passes
source-to-
cluster data
lineage info to
Navigator.
Data changes made
by MapReduce,
Spark, HiveQL.
Data Hub

30. End to End Data Lineage in Cloudera Navigator
30Syncsort Confidential and Proprietary - do not copy or distribute
Syncsort onboards
data, modifies
on-the-fly to match
Hadoop storage
model.
Data Sources
Syncsort accesses
data from
sources outside
cluster.
Syncsort changes,
enhances, joins
data in cluster with
MapReduce or
Spark.
Analytics and
visualizations get
complete data.
Navigator gathers
any other changes
made to data on
cluster.
Data analyst
gets end-to-end
data lineage
info from
Navigator.
Syncsort passes
source-to-
cluster data
lineage info to
Navigator.
Data changes made
by MapReduce,
Spark, HiveQL.
Data Hub
Analytics,
Visualization

31. Syncsort DMX-h + Cloudera Navigator for End-to-End Lineage
31Syncsort Confidential and Proprietary - do not copy or distribute

32. End to End Data Lineage Outside the Cluster
32Syncsort Confidential and Proprietary - do not copy or distribute
Data Sources
Data Hub
Analytics,
Visualization
Data Lineage
Other
Syncsort onboards
data, modifies
on-the-fly to match
Hadoop storage
model.
Syncsort accesses
data from
sources outside
cluster.
Syncsort changes,
enhances, joins
data in cluster with
MapReduce or
Spark.
Analytics and
visualizations get
complete data.
MDM solutions like
ASG, Collibra, etc.
gather the lineage
from the API.
Syncsort passes
source-to-
cluster data
lineage info to a
REST API.
Data analyst
gets end-to-end
data lineage
info from
Navigator.
REST API

33. Data Lineage + Data Quality = Foundations of Data Governance
33Syncsort Confidential and Proprietary - do not copy or distribute
Discovery
and
Profiling
Data Sources
Multi-field fuzzy matching, de-duplication,
cleansing, enrichment, standardization,
business rule enforcement.
Analytics and
visualizations on
clean, complete data
you can trust.
Data Hub
Analytics,
Visualization
Data Lineage

34. DEMO OF CLOUDERA NAVIGATOR LINEAGE
34Syncsort Confidential and Proprietary - do not copy or distribute

35. What Next?
35Syncsort Confidential and Proprietary - do not copy or distribute
Contact Syncsort sales to get the latest info: http://www.syncsort.com/en/ContactSales
If you would like to start using the new features in the DataFunnel UI, and provide feedback,
contact Product Manager, Ashwin Ramachandran - ARamachandran@Syncsort.com

36. Questions
36

37. THANK YOU