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Streaming Data Pipelines on Apache Mesos - Lessons Learned
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- 1 Intro
- 2 Why do we care
- 3 Should we use Hadoop
- 4 Whats wrong with Hadoop
- 5 Whats not to like
- 6 Yarn
- 7 Container Support
- 8 Streaming Services
- 9 Microservices
- 10 Why Mesos
- 11 Spark
- 12 Streaming
- 13 Continuous Processing
- 14 Lifespan
- 15 Scalability
- 16 Checkpointing
- 17 Dynamic Resource Allocation
- 18 Latency Budget
- 19 Machine Learning
- 20 Interoperability
- 21 Tools
- 22 Kafka streams
- 23 Akka streams
- 24 Embedding Kafka and Akka streams
- 25 Spark Streaming
- 26 Flink
- 27 Microservices and Fast Data
- 28 Microservice Architecture
- 29 Streaming Architectures
- 30 Microservices vs Big Data
- 31 Common Mechanisms
- 32 Wheres the Beer
