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flink介绍PPT.pdf
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-1-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-2-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-3-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-4-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-5-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-6-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-7-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-8-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-9-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-10-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-11-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-12-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-13-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-14-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-15-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-16-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-17-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-18-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-19-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-20-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-21-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-22-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-23-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-24-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-25-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-26-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-27-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-28-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-29-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-30-1024
a-data-streaming-architecture-with-apache-flink-berlin-buzzwords-2016-31-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-1-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-2-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-3-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-4-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-5-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-6-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-7-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-8-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-9-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-10-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-11-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-12-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-13-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-14-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-15-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-16-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-17-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-18-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-19-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-20-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-21-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-22-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-23-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-24-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-25-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-26-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-27-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-28-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-29-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-30-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-31-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-32-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-33-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-34-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-35-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-36-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-37-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-38-1024
aljoscha-krettek-apache-flink-and-iot-how-stateful-eventtime-processing-enables-accurate-analytics-39-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-1-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-2-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-3-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-4-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-5-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-6-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-7-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-8-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-9-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-10-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-11-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-12-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-13-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-14-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-15-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-16-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-17-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-18-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-19-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-20-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-21-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-22-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-23-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-24-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-25-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-26-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-27-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-28-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-29-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-30-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-31-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-32-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-33-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-34-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-35-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-36-1024
aljoscha-krettek-apache-flink-for-iot-how-eventtime-processing-enables-easy-and-accurate-analytics-37-1024
aljoscha-krettek-the-future-of-apache-flink-1-1024
aljoscha-krettek-the-future-of-apache-flink-2-1024
aljoscha-krettek-the-future-of-apache-flink-3-1024
aljoscha-krettek-the-future-of-apache-flink-4-1024
aljoscha-krettek-the-future-of-apache-flink-5-1024
aljoscha-krettek-the-future-of-apache-flink-6-1024
aljoscha-krettek-the-future-of-apache-flink-7-1024
aljoscha-krettek-the-future-of-apache-flink-8-1024
aljoscha-krettek-the-future-of-apache-flink-9-1024
aljoscha-krettek-the-future-of-apache-flink-10-1024
aljoscha-krettek-the-future-of-apache-flink-11-1024
aljoscha-krettek-the-future-of-apache-flink-12-1024
aljoscha-krettek-the-future-of-apache-flink-13-1024
aljoscha-krettek-the-future-of-apache-flink-14-1024
aljoscha-krettek-the-future-of-apache-flink-15-1024
aljoscha-krettek-the-future-of-apache-flink-16-1024
aljoscha-krettek-the-future-of-apache-flink-17-1024
aljoscha-krettek-the-future-of-apache-flink-18-1024
aljoscha-krettek-the-future-of-apache-flink-19-1024
aljoscha-krettek-the-future-of-apache-flink-20-1024
aljoscha-krettek-the-future-of-apache-flink-21-1024
aljoscha-krettek-the-future-of-apache-flink-22-1024
aljoscha-krettek-the-future-of-apache-flink-23-1024
aljoscha-krettek-the-future-of-apache-flink-24-1024
aljoscha-krettek-the-future-of-apache-flink-25-1024
aljoscha-krettek-the-future-of-apache-flink-26-1024
aljoscha-krettek-the-future-of-apache-flink-27-1024
aljoscha-krettek-the-future-of-apache-flink-28-1024
aljoscha-krettek-the-future-of-apache-flink-29-1024
aljoscha-krettek-the-future-of-apache-flink-30-1024
aljoscha-krettek-the-future-of-apache-flink-31-1024
aljoscha-krettek-the-future-of-apache-flink-32-1024
aljoscha-krettek-the-future-of-apache-flink-33-1024
aljoscha-krettek-the-future-of-apache-flink-34-1024
a-look-at-flink-12-1-1024
a-look-at-flink-12-2-1024
a-look-at-flink-12-3-1024
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unified-stream-and-batch-processing-with-apache-flink-32-1024
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unified-stream-and-batch-processing-with-apache-flink-38-1024
unified-stream-and-batch-processing-with-apache-flink-39-1024
unified-stream-and-batch-processing-with-apache-flink-40-1024
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unified-stream-and-batch-processing-with-apache-flink-53-1024
unified-stream-and-batch-processing-with-apache-flink-54-1024
unified-stream-and-batch-processing-with-apache-flink-55-1024
unified-stream-and-batch-processing-with-apache-flink-56-1024
unified-stream-and-batch-processing-with-apache-flink-57-1024
unified-stream-and-batch-processing-with-apache-flink-58-1024
unified-stream-and-batch-processing-with-apache-flink-59-1024
unified-stream-and-batch-processing-with-apache-flink-60-1024
unified-stream-and-batch-processing-with-apache-flink-61-1024
unified-stream-and-batch-processing-with-apache-flink-62-1024
unified-stream-and-batch-processing-with-apache-flink-63-1024
unified-stream-and-batch-processing-with-apache-flink-64-1024
unified-stream-and-batch-processing-with-apache-flink-65-1024
unified-stream-and-batch-processing-with-apache-flink-66-1024
unified-stream-and-batch-processing-with-apache-flink-67-1024
unified-stream-and-batch-processing-with-apache-flink-68-1024
unified-stream-and-batch-processing-with-apache-flink-69-1024
Talk overview
• My take on the stream processing space, and how it
changes the way we think about data
• Transforming an existing data analysis pattern into the
streaming world ("Streaming ETL")
• Demo
2
Apache Flink
• Apache Flink is an open source stream processing
framework
• Low latency
• High throughput
• Stateful
• Distributed
THE
APACHE®
SOFTWARE FOUNDATION
• Developed at the Apache Software Foundation, 1.0.0
released in March 2016,
used in production
3
Streaming is the biggest change in
data infrastructure since Hadoop
5
1. Radically simplified infrastructure
2. Do more with your data, faster
3. Can completely subsume batch
6
Real-world data is produced in a
continuous fashion.
New systems like Flink and Kafka
embrace streaming nature of data.
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DataStream (Java I Scala)
Dataset (Java/Scala)
YARN
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8
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