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STREAM PROCESSING AT LINKEDIN: APACHE KAFKA & APACHE SAMZA Processing billions of events every day Neha Narkhede Co-founder and Head of Engineering @ Stealth ¨  Startup Prior to this… ¨  Lead, Streams Infrastructure @ LinkedIn (Kafka & ¤  Samza) One of the initial authors of Apache Kafka, committer ¤  and PMC member Reach out at @nehanarkhede ¨ Agenda Real-time Data Integration ¨  Introduction to Logs & Apache Kafka ¨  Logs & Stream processing ¨  Apache Samza ¨  Stateful stream processing ¨ The Data Needs Pyramid Self actualization Automation Esteem Understanding Love/Belonging Data processing Safety Data collection Physiological Maslow's hierarchy of needs Data needs Agenda Real-time Data Integration ¨  Introduction to Logs & Apache Kafka ¨  Logs & Stream processing ¨  Apache Samza ¨  Stateful stream processing ¨ Increase in diversity of data Database data (users, products, orders etc) 1980+ Events (clicks, impressions, pageviews) Application logs (errors, service calls) 2000+ Application metrics (CPU usage, requests/sec) Siloed data feeds 2010+ IoT sensors Explosion in diversity of systems Live Systems ¨  Voldemort ¤  Espresso ¤  GraphDB ¤  Search ¤  Samza ¤  Batch ¨  Hadoop ¤  Teradata ¤ Data integration disaster EsEpsrpersessoso VVolodledmemorotrt OOraraclcele User Tracking Logs OpMeeratrtiicosnal Espresso Voldemort Oracle Data Hadoop Log Monitoring Warehous Social Rec. Search Security ... Email Search Graph Engine e Production Services Centralized service EsEpsrpersessoso VVolodledmemorotrt OOraraclcele User Tracking Logs OpMeeratrtiicosnal Espresso Voldemort Oracle Data Pipeline Data Rec Hadoop Log Monitorin Warehous Social Engine & Search Security ... Email Search g Graph e Life Production Services Agenda Real-time Data Integration ¨  Introduction to Logs & ¨  Apache Kafka Logs & Stream processing ¨  Apache Samza ¨  Stateful stream processing ¨

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Samza). □ One of the initial authors of Apache Kafka, committer and PMC member Logs & Stream processing Scalability of a file system.

apache kafka & apache samza PDF

45 Pages·2014·2.68 MB·English

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Samza). □ One of the initial authors of Apache Kafka, committer and PMC member Logs & Stream processing Scalability of a file system.

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Author:	Unknown
Publication Year:	2014
Pages:	45
Language:	English
File Size:	2.68
Format:	PDF
Price:	FREE

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