Stream Patterns

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@diego_pacheco Principal Software Architect Stream Patterns

Transcript of Stream Patterns

Page 1: Stream Patterns

@diego_pachecoPrincipal Software Architect

Stream Patterns

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Events

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Sources

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The need for a TW system

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More Events Less State

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Lambda Architecture

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kafka + spark + cassandra

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kafka + spark + cassandra

Client side JoinAnalyticsLarge Scale MLNotifications /

Alerts

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kafka

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Pick a Stream Engine

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Client Side Joins

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Stream Aggregation

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TechEvolution

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Data Pipeline

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@diego_pachecoPrincipal Software Architect

Stream Patterns

Thank You !Obrigado !


SWIFT: Mining Representative Patterns from Large Event Streamspeople.csail.mit.edu/lcao/papers/swift.pdf · a stream pattern mining system for supporting online IoT appli-cations.

SWIFT: Mining Representative Patterns from Large Event Streamspeople.csail.mit.edu/lcao/papers/swift.pdf · a stream pattern mining system for supporting online IoT appli-cations.

Evidence for self-organization in determining spatial patterns …Evidence for self-organization in determining spatial patterns of stream nutrients, despite primacy of the geomorphic

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A PLAW P-BASED ALGORITHM FOR MINING FREQUENT …cezeife.myweb.cs.uwindsor.ca/cezeife_monwar_itic.pdf · of stream data, clustering data streams, mining non-sequential frequent patterns

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PowerPoint Presentation › file_uploads › 30c89773ee9ffd90... · sleep patterns and resident wellness. Entertainment Stream your favourite TV shows and music at anytime ... holistic,

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You gotta be cool. Stream Stream Output Stream Input Unformatted I/O with read, gcount and write Stream Manipulators Stream Format States Stream Error.

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1.Hillslopes, stream patterns, and the structure of the B ...

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Stream Bank Stabilization/ Stream Restoration

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Watersheds/ Stream Drainage Patterns. WATERSHEDS / DRAINAGE BASINS Watershed: The area of land drained by any one stream REMEMBER: a stream is running.

Watersheds/ Stream Drainage Patterns. WATERSHEDS / DRAINAGE BASINS Watershed: The area of land drained by any one stream REMEMBER: a stream is running.

Full Stream Ahead: Design and Engineering …...2019/03/21  · 1 Paper SAS 3198-2019 Full Stream Ahead: Design and Engineering Patterns for SAS® Event Stream Processing in the Cloud.

Full Stream Ahead: Design and Engineering …...2019/03/21  · 1 Paper SAS 3198-2019 Full Stream Ahead: Design and Engineering Patterns for SAS® Event Stream Processing in the Cloud.

Coalescence patterns of endemic Tibetan species of stream ...labs.eeb.utoronto.ca/murphy/PDFs of papers/2012_Tibet-salamander… · Coalescence patterns of endemic Tibetan species

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Willow recruitment and channel patterns in beaver …...Willow recruitment and channel patterns in beaver dominated stream systems European Geophysical Union - General Assembly Global

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ServerlessArchitectural Patterns and Best Practices · PDF fileServerlessstream processing architecture Sensors Amazon Kinesis: Stream Lambda: Stream Processor S3: ... Lambda Amazon

ServerlessArchitectural Patterns and Best Practices · PDF fileServerlessstream processing architecture Sensors Amazon Kinesis: Stream Lambda: Stream Processor S3: ... Lambda Amazon

ICDM 2011 - Efficient Mining of Closed Sequential Patterns on Stream Sliding Window

ICDM 2011 - Efficient Mining of Closed Sequential Patterns on Stream Sliding Window

LONGITUDINAL PATTERNS IN STREAM CHANNEL GEOMORPHOLOGY …€¦ · LONGITUDINAL PATTERNS IN STREAM CHANNEL GEOMORPHOLOGY AND AQUATIC HABITAT IN THE LUQUILLO MOUNTAINS OF PUERTO RICO

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Study guide: Stream, flood and stream · 2016-03-29 · Stream, flood and stream (page 14) Living Lutheran, April 2016 Stream, flood and stream Biologically, water is necessary for

Study guide: Stream, flood and stream · 2016-03-29 · Stream, flood and stream (page 14) Living Lutheran, April 2016 Stream, flood and stream Biologically, water is necessary for

Design Patterns. Design Patterns Fundamental Design Patterns Creational Design Patterns Partitioning Patterns Behavioral Patterns Concurrency Patterns.

Design Patterns. Design Patterns Fundamental Design Patterns Creational Design Patterns Partitioning Patterns Behavioral Patterns Concurrency Patterns.

Climate mediates continental scale patterns of stream ...jjwang.name/data/uploads/publications/picazo_et_al... · RESEARCH Open Access Climate mediates continental scale patterns

Climate mediates continental scale patterns of stream ...jjwang.name/data/uploads/publications/picazo_et_al... · RESEARCH Open Access Climate mediates continental scale patterns