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Spark DSM
Data Streaming Pipeline
ORCHESTRATING DATA STORAGE, PROCESSING, AND MOVEMENT
Background
 Today’s data landscape for enterprises continues to grow exponentially in
volume, variety, and complexity.
 Multiple geographic locations, on-premises and cloud
 Combination of open source, commercial solutions and custom processing code
 Can be expensive, hard to integrate and maintain.
 Ever increasing volumes of data (terabytes, petabytes)
 New ways of processing data (Hadoop, Spark etc.)
 .NET Developers write large amounts of custom point-solution logic
 Difficult to maintain and orchestrate
 Performance bottlenecks
SparkPipe Framework
 A development framework to deliver a .NET information production system
that co-ordinates all of this data and processing.
 Familiar technologies for .NET developers including
 .NET Framework 4.0
 Windows Workflow Foundation
 Task Parallel Library Dataflow
 Drag and drop business process pipeline modeling
 Designed for performance to scale across processor cores and servers
from the local data center to cloud providers such as Microsoft Azure
Build Solutions
 Build data-driven workflows (pipelines) that join, aggregate and transform
data sourced from on-premises, cloud-based, and internet data stores.
 Transform semi-structured, unstructured and structured data from diverse
data sources into trusted information.
 Produce data that can be easily consumed by using business intelligence
(BI), analytics tools, and other applications.
 Set up complex data processing through simple composing.
Visual Pipeline Design
Built for “Cloud Scale”
 Support for Microsoft Azure offerings including:
 Azure SQL Server
 HDInsight (HADOOP)
 Blob, Tables, Queues and ServiceBus
 Automatically spin-up cloud servers, process data and then shut down to
for cost-effective processing.
Support for Healthcare
 Out of the box components include:
 HL7 v2
 Clinical Document Architecture
 EDI 834
 PGP Encryption
 Secure FTP
Typical Process Flow

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Spark Data Streaming Pipeline

  • 1. Spark DSM Data Streaming Pipeline ORCHESTRATING DATA STORAGE, PROCESSING, AND MOVEMENT
  • 2. Background  Today’s data landscape for enterprises continues to grow exponentially in volume, variety, and complexity.  Multiple geographic locations, on-premises and cloud  Combination of open source, commercial solutions and custom processing code  Can be expensive, hard to integrate and maintain.  Ever increasing volumes of data (terabytes, petabytes)  New ways of processing data (Hadoop, Spark etc.)  .NET Developers write large amounts of custom point-solution logic  Difficult to maintain and orchestrate  Performance bottlenecks
  • 3. SparkPipe Framework  A development framework to deliver a .NET information production system that co-ordinates all of this data and processing.  Familiar technologies for .NET developers including  .NET Framework 4.0  Windows Workflow Foundation  Task Parallel Library Dataflow  Drag and drop business process pipeline modeling  Designed for performance to scale across processor cores and servers from the local data center to cloud providers such as Microsoft Azure
  • 4. Build Solutions  Build data-driven workflows (pipelines) that join, aggregate and transform data sourced from on-premises, cloud-based, and internet data stores.  Transform semi-structured, unstructured and structured data from diverse data sources into trusted information.  Produce data that can be easily consumed by using business intelligence (BI), analytics tools, and other applications.  Set up complex data processing through simple composing.
  • 6. Built for “Cloud Scale”  Support for Microsoft Azure offerings including:  Azure SQL Server  HDInsight (HADOOP)  Blob, Tables, Queues and ServiceBus  Automatically spin-up cloud servers, process data and then shut down to for cost-effective processing.
  • 7. Support for Healthcare  Out of the box components include:  HL7 v2  Clinical Document Architecture  EDI 834  PGP Encryption  Secure FTP
  • 8.