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Use Cases:Transformation vs.

Orchestration

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Agenda Taxonomy Use Cases What do we do about it?

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A Taxonomy

Transformation Orchestration

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Transformation A set of messages into another set of messages Can be as simple as one-to-one or filtering Data flows from sources to sinks

Source

Source

Source

Transformation

Sink

Sink

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Orchestration Control behaviors in other systems Trigger actions in parallel or serial Transformation is a component

Orchestration

System

System

System

System

Source Sink

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Use Cases

MMORPG MonitoringMarket Feed EnrichmentInternal Crossings EnginePromotion Management

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MMORPG Monitoring

Location Data

Game Events

Account Info

“Where is everyone?”Load Management

Bug Exploit DiscoveryGame-specific monitoring

Heads Up

Display

Alerting

Transformation

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Market Feed Enrichment

Consolidated Feed

Direct Feed

Reference Data

Symbology MappingNormalization

Reference Data AugmentationOutlier Detection

Analytic CalculationSLA Enforcement

Traders etc.

MonitoringTools

Transformation

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Internal Crossings Engine

Maintain Order BookCross orders where possible

Desk B

Market Execution

Desk A

Desk C

Market Data

Monitoring

Orders, Interest

Execution

Offer, Execution

Orders

Prices, Book

Orchestration

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Promotion Management

Which affiliate offer is best?- Conversion ratio

- Profitability- Specific Customer

E-Commerce System

AffiliateAffiliate

Transaction History

Alerting

Click Stream

Orchestration

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Other Examples Transaction Cost Analysis - Transformation Fraud Detection - Transformation Monitoring - Transformation

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What do we do about it One size doesn’t fit all One language doesn’t fit all What are you best at?

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What do we do about it Transformation apps become orchestration when they

grow up

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StreamBase Experience StreamSQL text is best for transformation

Data extraction

StreamSQL EventFlow (graphical workflow) is best for orchestration Workflow Loops

Applications can contain aspects of both

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Thank You!