SlideShare a Scribd company logo
@PatrickMcFadin
Patrick McFadin
Chief Evangelist for Apache Cassandra
How to Build Data Pipelines for Real-Time
Applications with SMACK & Apache Kafka
1
The problem
Your
Magical
App
Sad solutions
SMACK
Spark
Mesos
Akka
Cassandra
Kafka
CassandraAkka
SparkKafka
Organize Process Store
Mesos
KafkaKafkaKafka
SparkSparkSpark
AkkaAkkaAkka
CassandraCassandraCassandra
CassandraAkka
SparkKafka
Organize Process Store
Managing Weather Data
Windsor California
67.3 F
Rainfall total: 1.2cm
Today:
High: 73.4F
Low : 51.4F
Yesterday:
High: 75.2F
Low : 52.3F
Our
Magical
App
Reactive and immediate
Batch
KillrWeather
KillrWeather
Windsor California
67.3 F
Rainfall total: 1.2cm
Today:
High: 73.4F
Low : 51.4F
Yesterday:
High: 75.2F
Low : 52.3F
https://github.com/killrweather/killrweather
Spark
Mesos
Akka
Cassandra
Kafka
Kafka
Kafka decouples data pipelines
Webinar - How to Build Data Pipelines for Real-Time Applications with SMACK & Apache Kafka
Webinar - How to Build Data Pipelines for Real-Time Applications with SMACK & Apache Kafka
The problem
Kitchen
Hamburger
please
Meat disk
on bread
please
The problem
Kitchen
The problem
Kitchen
Order Queue
Hamburger
please
Order
The problem
Kitchen
Order Queue
The problem
Kitchen
Order Queue
Meat disk
on bread
please
You mean a
Hamburger?
Uh yeah.
That.
Order
Order from chaos
Producer
Consumer
Topic = FoodOrder
Order from chaos
Producer
Topic = Food
Order
1
Consumer
Order from chaos
Producer
Topic = Food
Order
1
Order
Consumer
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order
4
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order
4
Order
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order
4
Order
5
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order
4
Order
5
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order
4
Order
5
Order from chaos
Producer
Topic = Food
Order
1
Order
2
Consumer
Order
3
Order
4
Order
5
Scale
Producer
Topic = Hamburgers
Order
1
Order
2
Consumer
Order
3
Order
4
Order
5
Topic = Pizza
Order
1
Order
2
Order
3
Order
4
Order
5
Topic = Food
Kafka
Producer
Topic = Temperature
Temp
1
Temp
2
Consumer
Temp
3
Temp
4
Temp
5
Collection API
Temperature
Processor
Topic = Precipitation
Precip
1
Precip
2
Precip
3
Precip
4
Precip
5
Precipitation
Processor
Broker
Kafka
Producer
Topic = Temperature
Temp
1
Temp
2
Consumer
Temp
3
Temp
4
Temp
5
Collection API
Temperature
Processor
Topic = Precipitation
Precip
1
Precip
2
Precip
3
Precip
4
Precip
5
Precipitation
Processor
Broker
Partition 0
Partition 0
Kafka
Producer Consumer
Collection API
Temperature
Processor
Precipitation
Processor
Topic = Temperature
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Topic = Precipitation
Precip
1
Precip
2
Precip
3
Precip
4
Precip
5
Broker
Partition 0
Partition 0
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Partition 1
Temperature
Processor
Kafka
Producer Consumer
Collection API
Temperature
Processor
Precipitation
Processor
Topic = Temperature
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Topic = Precipitation
Precip
1
Precip
2
Precip
3
Precip
4
Precip
5
Broker
Partition 0
Partition 0
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Partition 1
Temperature
Processor
Topic = Temperature
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Topic = Precipitation
Precip
1
Precip
2
Precip
3
Precip
4
Precip
5
Broker
Partition 0
Partition 0
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Partition 1
Topic Temperature
Replication Factor = 2
Topic Precipitation
Replication Factor = 2
Kafka
Producer
Consumer
Collection API
Temperature
Processor
Precipitation
Processor
Topic = Temperature
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Topic = Precipitation
Precip
1
Precip
2
Precip
3
Precip
4
Precip
5
Broker
Partition 0
Partition 0
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Partition 1 Temperature
Processor
Topic = Temperature
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Topic = Precipitation
Precip
1
Precip
2
Precip
3
Precip
4
Precip
5
Broker
Partition 0
Partition 0
Tem
p
1
Temp
2
Tem
p
3
Temp
4
Temp
5
Partition 1
Temperature
Processor
Temperature
Processor
Precipitation
Processor
Topic Temperature
Replication Factor = 2
Topic Precipitation
Replication Factor = 2
Guarantees
Order
•Messages are ordered as they are sent by the
producer
•Consumers see messages in the order they were
inserted by the producer
Durability
•Messages are delivered at least once
•With a Replication Factor N up to N-1 server failures
can be tolerated without losing committed messages
CassandraAkka
SparkKafka
Organize Process Store
Mesos
Coming soon!
• May 4: How to Achieve High Throughput for Real-Time Applications with SMACK,
Apache Kafka and Spark Streaming
• May 18: How to Build Data Pipelines with SMACK: Storage Strategy using
Cassandra and DSE
• June 1: How to Build Data Pipelines with SMACK: Analyzing Data with Spark
• For the latest schedule of webinars, check out our Webinars
page: http://www.datastax.com/resources/webinars
Go get your SMACK on
Thank you!
Follow me on twitter: @PatrickMcFadin

More Related Content

What's hot

Modernizing Infrastructures for Fast Data with Spark, Kafka, Cassandra, React...
Modernizing Infrastructures for Fast Data with Spark, Kafka, Cassandra, React...Modernizing Infrastructures for Fast Data with Spark, Kafka, Cassandra, React...
Modernizing Infrastructures for Fast Data with Spark, Kafka, Cassandra, React...
Lightbend
 
Meet Up - Spark Stream Processing + Kafka
Meet Up - Spark Stream Processing + KafkaMeet Up - Spark Stream Processing + Kafka
Meet Up - Spark Stream Processing + Kafka
Knoldus Inc.
 
Spark stream - Kafka
Spark stream - Kafka Spark stream - Kafka
Spark stream - Kafka
Dori Waldman
 
Tale of Kafka Consumer for Spark Streaming
Tale of Kafka Consumer for Spark StreamingTale of Kafka Consumer for Spark Streaming
Tale of Kafka Consumer for Spark Streaming
Sigmoid
 
Do's and don'ts when deploying akka in production
Do's and don'ts when deploying akka in productionDo's and don'ts when deploying akka in production
Do's and don'ts when deploying akka in production
jglobal
 
Scaling Twitter with Cassandra
Scaling Twitter with CassandraScaling Twitter with Cassandra
Scaling Twitter with Cassandra
Ryan King
 
Sparkstreaming
SparkstreamingSparkstreaming
Sparkstreaming
Marilyn Waldman
 
Build Real-Time Streaming ETL Pipelines With Akka Streams, Alpakka And Apache...
Build Real-Time Streaming ETL Pipelines With Akka Streams, Alpakka And Apache...Build Real-Time Streaming ETL Pipelines With Akka Streams, Alpakka And Apache...
Build Real-Time Streaming ETL Pipelines With Akka Streams, Alpakka And Apache...
Lightbend
 
Akka streams - Umeå java usergroup
Akka streams - Umeå java usergroupAkka streams - Umeå java usergroup
Akka streams - Umeå java usergroup
Johan Andrén
 
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lightbend
 
S3 cassandra or outer space? dumping time series data using spark
S3 cassandra or outer space? dumping time series data using sparkS3 cassandra or outer space? dumping time series data using spark
S3 cassandra or outer space? dumping time series data using spark
Demi Ben-Ari
 
Actors, akka, streams
Actors, akka, streamsActors, akka, streams
Actors, akka, streams
Tomer Ben David
 
Apache Kafka DC Meetup: Replicating DB Binary Logs to Kafka
Apache Kafka DC Meetup: Replicating DB Binary Logs to KafkaApache Kafka DC Meetup: Replicating DB Binary Logs to Kafka
Apache Kafka DC Meetup: Replicating DB Binary Logs to Kafka
Mark Bittmann
 
Asynchronous stream processing with Akka Streams
Asynchronous stream processing with Akka StreamsAsynchronous stream processing with Akka Streams
Asynchronous stream processing with Akka Streams
Johan Andrén
 
Algebird : Abstract Algebra for big data analytics. Devoxx 2014
Algebird : Abstract Algebra for big data analytics. Devoxx 2014Algebird : Abstract Algebra for big data analytics. Devoxx 2014
Algebird : Abstract Algebra for big data analytics. Devoxx 2014
Samir Bessalah
 
Asynchronous Orchestration DSL on squbs
Asynchronous Orchestration DSL on squbsAsynchronous Orchestration DSL on squbs
Asynchronous Orchestration DSL on squbs
Anil Gursel
 
Why your Spark job is failing
Why your Spark job is failingWhy your Spark job is failing
Why your Spark job is failing
Sandy Ryza
 
Introduction to Spark with Scala
Introduction to Spark with ScalaIntroduction to Spark with Scala
Introduction to Spark with Scala
Himanshu Gupta
 
London Cassandra Meetup 10/23: Apache Cassandra at British Gas Connected Home...
London Cassandra Meetup 10/23: Apache Cassandra at British Gas Connected Home...London Cassandra Meetup 10/23: Apache Cassandra at British Gas Connected Home...
London Cassandra Meetup 10/23: Apache Cassandra at British Gas Connected Home...
DataStax Academy
 
Polyglot Adventures for the Modern Java Developer
Polyglot Adventures for the Modern Java DeveloperPolyglot Adventures for the Modern Java Developer
Polyglot Adventures for the Modern Java Developer
QAware GmbH
 

What's hot (20)

Modernizing Infrastructures for Fast Data with Spark, Kafka, Cassandra, React...
Modernizing Infrastructures for Fast Data with Spark, Kafka, Cassandra, React...Modernizing Infrastructures for Fast Data with Spark, Kafka, Cassandra, React...
Modernizing Infrastructures for Fast Data with Spark, Kafka, Cassandra, React...
 
Meet Up - Spark Stream Processing + Kafka
Meet Up - Spark Stream Processing + KafkaMeet Up - Spark Stream Processing + Kafka
Meet Up - Spark Stream Processing + Kafka
 
Spark stream - Kafka
Spark stream - Kafka Spark stream - Kafka
Spark stream - Kafka
 
Tale of Kafka Consumer for Spark Streaming
Tale of Kafka Consumer for Spark StreamingTale of Kafka Consumer for Spark Streaming
Tale of Kafka Consumer for Spark Streaming
 
Do's and don'ts when deploying akka in production
Do's and don'ts when deploying akka in productionDo's and don'ts when deploying akka in production
Do's and don'ts when deploying akka in production
 
Scaling Twitter with Cassandra
Scaling Twitter with CassandraScaling Twitter with Cassandra
Scaling Twitter with Cassandra
 
Sparkstreaming
SparkstreamingSparkstreaming
Sparkstreaming
 
Build Real-Time Streaming ETL Pipelines With Akka Streams, Alpakka And Apache...
Build Real-Time Streaming ETL Pipelines With Akka Streams, Alpakka And Apache...Build Real-Time Streaming ETL Pipelines With Akka Streams, Alpakka And Apache...
Build Real-Time Streaming ETL Pipelines With Akka Streams, Alpakka And Apache...
 
Akka streams - Umeå java usergroup
Akka streams - Umeå java usergroupAkka streams - Umeå java usergroup
Akka streams - Umeå java usergroup
 
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
Lessons Learned From PayPal: Implementing Back-Pressure With Akka Streams And...
 
S3 cassandra or outer space? dumping time series data using spark
S3 cassandra or outer space? dumping time series data using sparkS3 cassandra or outer space? dumping time series data using spark
S3 cassandra or outer space? dumping time series data using spark
 
Actors, akka, streams
Actors, akka, streamsActors, akka, streams
Actors, akka, streams
 
Apache Kafka DC Meetup: Replicating DB Binary Logs to Kafka
Apache Kafka DC Meetup: Replicating DB Binary Logs to KafkaApache Kafka DC Meetup: Replicating DB Binary Logs to Kafka
Apache Kafka DC Meetup: Replicating DB Binary Logs to Kafka
 
Asynchronous stream processing with Akka Streams
Asynchronous stream processing with Akka StreamsAsynchronous stream processing with Akka Streams
Asynchronous stream processing with Akka Streams
 
Algebird : Abstract Algebra for big data analytics. Devoxx 2014
Algebird : Abstract Algebra for big data analytics. Devoxx 2014Algebird : Abstract Algebra for big data analytics. Devoxx 2014
Algebird : Abstract Algebra for big data analytics. Devoxx 2014
 
Asynchronous Orchestration DSL on squbs
Asynchronous Orchestration DSL on squbsAsynchronous Orchestration DSL on squbs
Asynchronous Orchestration DSL on squbs
 
Why your Spark job is failing
Why your Spark job is failingWhy your Spark job is failing
Why your Spark job is failing
 
Introduction to Spark with Scala
Introduction to Spark with ScalaIntroduction to Spark with Scala
Introduction to Spark with Scala
 
London Cassandra Meetup 10/23: Apache Cassandra at British Gas Connected Home...
London Cassandra Meetup 10/23: Apache Cassandra at British Gas Connected Home...London Cassandra Meetup 10/23: Apache Cassandra at British Gas Connected Home...
London Cassandra Meetup 10/23: Apache Cassandra at British Gas Connected Home...
 
Polyglot Adventures for the Modern Java Developer
Polyglot Adventures for the Modern Java DeveloperPolyglot Adventures for the Modern Java Developer
Polyglot Adventures for the Modern Java Developer
 

Similar to Webinar - How to Build Data Pipelines for Real-Time Applications with SMACK & Apache Kafka

An Introduction to time series with Team Apache
An Introduction to time series with Team ApacheAn Introduction to time series with Team Apache
An Introduction to time series with Team Apache
Patrick McFadin
 
Laying down the smack on your data pipelines
Laying down the smack on your data pipelinesLaying down the smack on your data pipelines
Laying down the smack on your data pipelines
Patrick McFadin
 
Successful Architectures for Fast Data
Successful Architectures for Fast DataSuccessful Architectures for Fast Data
Successful Architectures for Fast Data
Patrick McFadin
 
Consistency and Completeness: Rethinking Distributed Stream Processing in Apa...
Consistency and Completeness: Rethinking Distributed Stream Processing in Apa...Consistency and Completeness: Rethinking Distributed Stream Processing in Apa...
Consistency and Completeness: Rethinking Distributed Stream Processing in Apa...
Guozhang Wang
 
Exactly-once Data Processing with Kafka Streams - July 27, 2017
Exactly-once Data Processing with Kafka Streams - July 27, 2017Exactly-once Data Processing with Kafka Streams - July 27, 2017
Exactly-once Data Processing with Kafka Streams - July 27, 2017
confluent
 
Essential Ingredients of Realtime Stream Processing @ Scale
Essential Ingredients of Realtime Stream Processing @ ScaleEssential Ingredients of Realtime Stream Processing @ Scale
Essential Ingredients of Realtime Stream Processing @ Scale
Kartik Paramasivam
 
Introduction to Apache Kafka
Introduction to Apache KafkaIntroduction to Apache Kafka
Introduction to Apache Kafka
Shiao-An Yuan
 
Greyhound - Powerful Functional Kafka Library - Devtalks reimagined
Greyhound - Powerful Functional Kafka Library - Devtalks reimaginedGreyhound - Powerful Functional Kafka Library - Devtalks reimagined
Greyhound - Powerful Functional Kafka Library - Devtalks reimagined
Natan Silnitsky
 
Flink Forward Berlin 2018: Steven Wu - "Failure is not fatal: what is your re...
Flink Forward Berlin 2018: Steven Wu - "Failure is not fatal: what is your re...Flink Forward Berlin 2018: Steven Wu - "Failure is not fatal: what is your re...
Flink Forward Berlin 2018: Steven Wu - "Failure is not fatal: what is your re...
Flink Forward
 
Samza at LinkedIn: Taking Stream Processing to the Next Level
Samza at LinkedIn: Taking Stream Processing to the Next LevelSamza at LinkedIn: Taking Stream Processing to the Next Level
Samza at LinkedIn: Taking Stream Processing to the Next Level
Martin Kleppmann
 
Exactly-once Stream Processing with Kafka Streams
Exactly-once Stream Processing with Kafka StreamsExactly-once Stream Processing with Kafka Streams
Exactly-once Stream Processing with Kafka Streams
Guozhang Wang
 
Production Ready Kafka on Kubernetes (Devandra Tagare, Lyft) Kafka Summit SF ...
Production Ready Kafka on Kubernetes (Devandra Tagare, Lyft) Kafka Summit SF ...Production Ready Kafka on Kubernetes (Devandra Tagare, Lyft) Kafka Summit SF ...
Production Ready Kafka on Kubernetes (Devandra Tagare, Lyft) Kafka Summit SF ...
confluent
 
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Natan Silnitsky
 
Kafka Summit SF 2017 - Exactly-once Stream Processing with Kafka Streams
Kafka Summit SF 2017 - Exactly-once Stream Processing with Kafka StreamsKafka Summit SF 2017 - Exactly-once Stream Processing with Kafka Streams
Kafka Summit SF 2017 - Exactly-once Stream Processing with Kafka Streams
confluent
 
Polyglot, Fault Tolerant Event-Driven Programming with Kafka, Kubernetes and ...
Polyglot, Fault Tolerant Event-Driven Programming with Kafka, Kubernetes and ...Polyglot, Fault Tolerant Event-Driven Programming with Kafka, Kubernetes and ...
Polyglot, Fault Tolerant Event-Driven Programming with Kafka, Kubernetes and ...
Natan Silnitsky
 
What is Apache Kafka and What is an Event Streaming Platform?
What is Apache Kafka and What is an Event Streaming Platform?What is Apache Kafka and What is an Event Streaming Platform?
What is Apache Kafka and What is an Event Streaming Platform?
confluent
 
Real-time, real estate listings with Apache Kafka
Real-time, real estate listings with Apache KafkaReal-time, real estate listings with Apache Kafka
Real-time, real estate listings with Apache Kafka
Ferran Galí Reniu
 
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Natan Silnitsky
 
Journeys from Kafka to Parquet
Journeys from Kafka to ParquetJourneys from Kafka to Parquet
Journeys from Kafka to Parquet
DataWorks Summit
 
How to build 1000 microservices with Kafka and thrive
How to build 1000 microservices with Kafka and thriveHow to build 1000 microservices with Kafka and thrive
How to build 1000 microservices with Kafka and thrive
Natan Silnitsky
 

Similar to Webinar - How to Build Data Pipelines for Real-Time Applications with SMACK & Apache Kafka (20)

An Introduction to time series with Team Apache
An Introduction to time series with Team ApacheAn Introduction to time series with Team Apache
An Introduction to time series with Team Apache
 
Laying down the smack on your data pipelines
Laying down the smack on your data pipelinesLaying down the smack on your data pipelines
Laying down the smack on your data pipelines
 
Successful Architectures for Fast Data
Successful Architectures for Fast DataSuccessful Architectures for Fast Data
Successful Architectures for Fast Data
 
Consistency and Completeness: Rethinking Distributed Stream Processing in Apa...
Consistency and Completeness: Rethinking Distributed Stream Processing in Apa...Consistency and Completeness: Rethinking Distributed Stream Processing in Apa...
Consistency and Completeness: Rethinking Distributed Stream Processing in Apa...
 
Exactly-once Data Processing with Kafka Streams - July 27, 2017
Exactly-once Data Processing with Kafka Streams - July 27, 2017Exactly-once Data Processing with Kafka Streams - July 27, 2017
Exactly-once Data Processing with Kafka Streams - July 27, 2017
 
Essential Ingredients of Realtime Stream Processing @ Scale
Essential Ingredients of Realtime Stream Processing @ ScaleEssential Ingredients of Realtime Stream Processing @ Scale
Essential Ingredients of Realtime Stream Processing @ Scale
 
Introduction to Apache Kafka
Introduction to Apache KafkaIntroduction to Apache Kafka
Introduction to Apache Kafka
 
Greyhound - Powerful Functional Kafka Library - Devtalks reimagined
Greyhound - Powerful Functional Kafka Library - Devtalks reimaginedGreyhound - Powerful Functional Kafka Library - Devtalks reimagined
Greyhound - Powerful Functional Kafka Library - Devtalks reimagined
 
Flink Forward Berlin 2018: Steven Wu - "Failure is not fatal: what is your re...
Flink Forward Berlin 2018: Steven Wu - "Failure is not fatal: what is your re...Flink Forward Berlin 2018: Steven Wu - "Failure is not fatal: what is your re...
Flink Forward Berlin 2018: Steven Wu - "Failure is not fatal: what is your re...
 
Samza at LinkedIn: Taking Stream Processing to the Next Level
Samza at LinkedIn: Taking Stream Processing to the Next LevelSamza at LinkedIn: Taking Stream Processing to the Next Level
Samza at LinkedIn: Taking Stream Processing to the Next Level
 
Exactly-once Stream Processing with Kafka Streams
Exactly-once Stream Processing with Kafka StreamsExactly-once Stream Processing with Kafka Streams
Exactly-once Stream Processing with Kafka Streams
 
Production Ready Kafka on Kubernetes (Devandra Tagare, Lyft) Kafka Summit SF ...
Production Ready Kafka on Kubernetes (Devandra Tagare, Lyft) Kafka Summit SF ...Production Ready Kafka on Kubernetes (Devandra Tagare, Lyft) Kafka Summit SF ...
Production Ready Kafka on Kubernetes (Devandra Tagare, Lyft) Kafka Summit SF ...
 
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
 
Kafka Summit SF 2017 - Exactly-once Stream Processing with Kafka Streams
Kafka Summit SF 2017 - Exactly-once Stream Processing with Kafka StreamsKafka Summit SF 2017 - Exactly-once Stream Processing with Kafka Streams
Kafka Summit SF 2017 - Exactly-once Stream Processing with Kafka Streams
 
Polyglot, Fault Tolerant Event-Driven Programming with Kafka, Kubernetes and ...
Polyglot, Fault Tolerant Event-Driven Programming with Kafka, Kubernetes and ...Polyglot, Fault Tolerant Event-Driven Programming with Kafka, Kubernetes and ...
Polyglot, Fault Tolerant Event-Driven Programming with Kafka, Kubernetes and ...
 
What is Apache Kafka and What is an Event Streaming Platform?
What is Apache Kafka and What is an Event Streaming Platform?What is Apache Kafka and What is an Event Streaming Platform?
What is Apache Kafka and What is an Event Streaming Platform?
 
Real-time, real estate listings with Apache Kafka
Real-time, real estate listings with Apache KafkaReal-time, real estate listings with Apache Kafka
Real-time, real estate listings with Apache Kafka
 
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
Polyglot, fault-tolerant event-driven programming with kafka, kubernetes and ...
 
Journeys from Kafka to Parquet
Journeys from Kafka to ParquetJourneys from Kafka to Parquet
Journeys from Kafka to Parquet
 
How to build 1000 microservices with Kafka and thrive
How to build 1000 microservices with Kafka and thriveHow to build 1000 microservices with Kafka and thrive
How to build 1000 microservices with Kafka and thrive
 

More from DataStax

Is Your Enterprise Ready to Shine This Holiday Season?
Is Your Enterprise Ready to Shine This Holiday Season?Is Your Enterprise Ready to Shine This Holiday Season?
Is Your Enterprise Ready to Shine This Holiday Season?
DataStax
 
Designing Fault-Tolerant Applications with DataStax Enterprise and Apache Cas...
Designing Fault-Tolerant Applications with DataStax Enterprise and Apache Cas...Designing Fault-Tolerant Applications with DataStax Enterprise and Apache Cas...
Designing Fault-Tolerant Applications with DataStax Enterprise and Apache Cas...
DataStax
 
Running DataStax Enterprise in VMware Cloud and Hybrid Environments
Running DataStax Enterprise in VMware Cloud and Hybrid EnvironmentsRunning DataStax Enterprise in VMware Cloud and Hybrid Environments
Running DataStax Enterprise in VMware Cloud and Hybrid Environments
DataStax
 
Best Practices for Getting to Production with DataStax Enterprise Graph
Best Practices for Getting to Production with DataStax Enterprise GraphBest Practices for Getting to Production with DataStax Enterprise Graph
Best Practices for Getting to Production with DataStax Enterprise Graph
DataStax
 
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step JourneyWebinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
DataStax
 
Webinar | How to Understand Apache Cassandra™ Performance Through Read/Writ...
Webinar  |  How to Understand Apache Cassandra™ Performance Through Read/Writ...Webinar  |  How to Understand Apache Cassandra™ Performance Through Read/Writ...
Webinar | How to Understand Apache Cassandra™ Performance Through Read/Writ...
DataStax
 
Webinar | Better Together: Apache Cassandra and Apache Kafka
Webinar  |  Better Together: Apache Cassandra and Apache KafkaWebinar  |  Better Together: Apache Cassandra and Apache Kafka
Webinar | Better Together: Apache Cassandra and Apache Kafka
DataStax
 
Top 10 Best Practices for Apache Cassandra and DataStax Enterprise
Top 10 Best Practices for Apache Cassandra and DataStax EnterpriseTop 10 Best Practices for Apache Cassandra and DataStax Enterprise
Top 10 Best Practices for Apache Cassandra and DataStax Enterprise
DataStax
 
Introduction to Apache Cassandra™ + What’s New in 4.0
Introduction to Apache Cassandra™ + What’s New in 4.0Introduction to Apache Cassandra™ + What’s New in 4.0
Introduction to Apache Cassandra™ + What’s New in 4.0
DataStax
 
Webinar: How Active Everywhere Database Architecture Accelerates Hybrid Cloud...
Webinar: How Active Everywhere Database Architecture Accelerates Hybrid Cloud...Webinar: How Active Everywhere Database Architecture Accelerates Hybrid Cloud...
Webinar: How Active Everywhere Database Architecture Accelerates Hybrid Cloud...
DataStax
 
Webinar | Aligning GDPR Requirements with Today's Hybrid Cloud Realities
Webinar  |  Aligning GDPR Requirements with Today's Hybrid Cloud RealitiesWebinar  |  Aligning GDPR Requirements with Today's Hybrid Cloud Realities
Webinar | Aligning GDPR Requirements with Today's Hybrid Cloud Realities
DataStax
 
Designing a Distributed Cloud Database for Dummies
Designing a Distributed Cloud Database for DummiesDesigning a Distributed Cloud Database for Dummies
Designing a Distributed Cloud Database for Dummies
DataStax
 
How to Power Innovation with Geo-Distributed Data Management in Hybrid Cloud
How to Power Innovation with Geo-Distributed Data Management in Hybrid CloudHow to Power Innovation with Geo-Distributed Data Management in Hybrid Cloud
How to Power Innovation with Geo-Distributed Data Management in Hybrid Cloud
DataStax
 
How to Evaluate Cloud Databases for eCommerce
How to Evaluate Cloud Databases for eCommerceHow to Evaluate Cloud Databases for eCommerce
How to Evaluate Cloud Databases for eCommerce
DataStax
 
Webinar: DataStax Enterprise 6: 10 Ways to Multiply the Power of Apache Cassa...
Webinar: DataStax Enterprise 6: 10 Ways to Multiply the Power of Apache Cassa...Webinar: DataStax Enterprise 6: 10 Ways to Multiply the Power of Apache Cassa...
Webinar: DataStax Enterprise 6: 10 Ways to Multiply the Power of Apache Cassa...
DataStax
 
Webinar: DataStax and Microsoft Azure: Empowering the Right-Now Enterprise wi...
Webinar: DataStax and Microsoft Azure: Empowering the Right-Now Enterprise wi...Webinar: DataStax and Microsoft Azure: Empowering the Right-Now Enterprise wi...
Webinar: DataStax and Microsoft Azure: Empowering the Right-Now Enterprise wi...
DataStax
 
Webinar - Real-Time Customer Experience for the Right-Now Enterprise featurin...
Webinar - Real-Time Customer Experience for the Right-Now Enterprise featurin...Webinar - Real-Time Customer Experience for the Right-Now Enterprise featurin...
Webinar - Real-Time Customer Experience for the Right-Now Enterprise featurin...
DataStax
 
Datastax - The Architect's guide to customer experience (CX)
Datastax - The Architect's guide to customer experience (CX)Datastax - The Architect's guide to customer experience (CX)
Datastax - The Architect's guide to customer experience (CX)
DataStax
 
An Operational Data Layer is Critical for Transformative Banking Applications
An Operational Data Layer is Critical for Transformative Banking ApplicationsAn Operational Data Layer is Critical for Transformative Banking Applications
An Operational Data Layer is Critical for Transformative Banking Applications
DataStax
 
Becoming a Customer-Centric Enterprise Via Real-Time Data and Design Thinking
Becoming a Customer-Centric Enterprise Via Real-Time Data and Design ThinkingBecoming a Customer-Centric Enterprise Via Real-Time Data and Design Thinking
Becoming a Customer-Centric Enterprise Via Real-Time Data and Design Thinking
DataStax
 

More from DataStax (20)

Is Your Enterprise Ready to Shine This Holiday Season?
Is Your Enterprise Ready to Shine This Holiday Season?Is Your Enterprise Ready to Shine This Holiday Season?
Is Your Enterprise Ready to Shine This Holiday Season?
 
Designing Fault-Tolerant Applications with DataStax Enterprise and Apache Cas...
Designing Fault-Tolerant Applications with DataStax Enterprise and Apache Cas...Designing Fault-Tolerant Applications with DataStax Enterprise and Apache Cas...
Designing Fault-Tolerant Applications with DataStax Enterprise and Apache Cas...
 
Running DataStax Enterprise in VMware Cloud and Hybrid Environments
Running DataStax Enterprise in VMware Cloud and Hybrid EnvironmentsRunning DataStax Enterprise in VMware Cloud and Hybrid Environments
Running DataStax Enterprise in VMware Cloud and Hybrid Environments
 
Best Practices for Getting to Production with DataStax Enterprise Graph
Best Practices for Getting to Production with DataStax Enterprise GraphBest Practices for Getting to Production with DataStax Enterprise Graph
Best Practices for Getting to Production with DataStax Enterprise Graph
 
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step JourneyWebinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
Webinar | Data Management for Hybrid and Multi-Cloud: A Four-Step Journey
 
Webinar | How to Understand Apache Cassandra™ Performance Through Read/Writ...
Webinar  |  How to Understand Apache Cassandra™ Performance Through Read/Writ...Webinar  |  How to Understand Apache Cassandra™ Performance Through Read/Writ...
Webinar | How to Understand Apache Cassandra™ Performance Through Read/Writ...
 
Webinar | Better Together: Apache Cassandra and Apache Kafka
Webinar  |  Better Together: Apache Cassandra and Apache KafkaWebinar  |  Better Together: Apache Cassandra and Apache Kafka
Webinar | Better Together: Apache Cassandra and Apache Kafka
 
Top 10 Best Practices for Apache Cassandra and DataStax Enterprise
Top 10 Best Practices for Apache Cassandra and DataStax EnterpriseTop 10 Best Practices for Apache Cassandra and DataStax Enterprise
Top 10 Best Practices for Apache Cassandra and DataStax Enterprise
 
Introduction to Apache Cassandra™ + What’s New in 4.0
Introduction to Apache Cassandra™ + What’s New in 4.0Introduction to Apache Cassandra™ + What’s New in 4.0
Introduction to Apache Cassandra™ + What’s New in 4.0
 
Webinar: How Active Everywhere Database Architecture Accelerates Hybrid Cloud...
Webinar: How Active Everywhere Database Architecture Accelerates Hybrid Cloud...Webinar: How Active Everywhere Database Architecture Accelerates Hybrid Cloud...
Webinar: How Active Everywhere Database Architecture Accelerates Hybrid Cloud...
 
Webinar | Aligning GDPR Requirements with Today's Hybrid Cloud Realities
Webinar  |  Aligning GDPR Requirements with Today's Hybrid Cloud RealitiesWebinar  |  Aligning GDPR Requirements with Today's Hybrid Cloud Realities
Webinar | Aligning GDPR Requirements with Today's Hybrid Cloud Realities
 
Designing a Distributed Cloud Database for Dummies
Designing a Distributed Cloud Database for DummiesDesigning a Distributed Cloud Database for Dummies
Designing a Distributed Cloud Database for Dummies
 
How to Power Innovation with Geo-Distributed Data Management in Hybrid Cloud
How to Power Innovation with Geo-Distributed Data Management in Hybrid CloudHow to Power Innovation with Geo-Distributed Data Management in Hybrid Cloud
How to Power Innovation with Geo-Distributed Data Management in Hybrid Cloud
 
How to Evaluate Cloud Databases for eCommerce
How to Evaluate Cloud Databases for eCommerceHow to Evaluate Cloud Databases for eCommerce
How to Evaluate Cloud Databases for eCommerce
 
Webinar: DataStax Enterprise 6: 10 Ways to Multiply the Power of Apache Cassa...
Webinar: DataStax Enterprise 6: 10 Ways to Multiply the Power of Apache Cassa...Webinar: DataStax Enterprise 6: 10 Ways to Multiply the Power of Apache Cassa...
Webinar: DataStax Enterprise 6: 10 Ways to Multiply the Power of Apache Cassa...
 
Webinar: DataStax and Microsoft Azure: Empowering the Right-Now Enterprise wi...
Webinar: DataStax and Microsoft Azure: Empowering the Right-Now Enterprise wi...Webinar: DataStax and Microsoft Azure: Empowering the Right-Now Enterprise wi...
Webinar: DataStax and Microsoft Azure: Empowering the Right-Now Enterprise wi...
 
Webinar - Real-Time Customer Experience for the Right-Now Enterprise featurin...
Webinar - Real-Time Customer Experience for the Right-Now Enterprise featurin...Webinar - Real-Time Customer Experience for the Right-Now Enterprise featurin...
Webinar - Real-Time Customer Experience for the Right-Now Enterprise featurin...
 
Datastax - The Architect's guide to customer experience (CX)
Datastax - The Architect's guide to customer experience (CX)Datastax - The Architect's guide to customer experience (CX)
Datastax - The Architect's guide to customer experience (CX)
 
An Operational Data Layer is Critical for Transformative Banking Applications
An Operational Data Layer is Critical for Transformative Banking ApplicationsAn Operational Data Layer is Critical for Transformative Banking Applications
An Operational Data Layer is Critical for Transformative Banking Applications
 
Becoming a Customer-Centric Enterprise Via Real-Time Data and Design Thinking
Becoming a Customer-Centric Enterprise Via Real-Time Data and Design ThinkingBecoming a Customer-Centric Enterprise Via Real-Time Data and Design Thinking
Becoming a Customer-Centric Enterprise Via Real-Time Data and Design Thinking
 

Recently uploaded

Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
sunilverma7884
 
MAKE MONEY ONLINE Unlock Your Income Potential Today.pptx
MAKE MONEY ONLINE Unlock Your Income Potential Today.pptxMAKE MONEY ONLINE Unlock Your Income Potential Today.pptx
MAKE MONEY ONLINE Unlock Your Income Potential Today.pptx
janagijoythi
 
Gen AI: Privacy Risks of Large Language Models (LLMs)
Gen AI: Privacy Risks of Large Language Models (LLMs)Gen AI: Privacy Risks of Large Language Models (LLMs)
Gen AI: Privacy Risks of Large Language Models (LLMs)
Debmalya Biswas
 
How UiPath Discovery Suite supports identification of Agentic Process Automat...
How UiPath Discovery Suite supports identification of Agentic Process Automat...How UiPath Discovery Suite supports identification of Agentic Process Automat...
How UiPath Discovery Suite supports identification of Agentic Process Automat...
DianaGray10
 
It's your unstructured data: How to get your GenAI app to production (and spe...
It's your unstructured data: How to get your GenAI app to production (and spe...It's your unstructured data: How to get your GenAI app to production (and spe...
It's your unstructured data: How to get your GenAI app to production (and spe...
Zilliz
 
Tailored CRM Software Development for Enhanced Customer Insights
Tailored CRM Software Development for Enhanced Customer InsightsTailored CRM Software Development for Enhanced Customer Insights
Tailored CRM Software Development for Enhanced Customer Insights
SynapseIndia
 
The History of Embeddings & Multimodal Embeddings
The History of Embeddings & Multimodal EmbeddingsThe History of Embeddings & Multimodal Embeddings
The History of Embeddings & Multimodal Embeddings
Zilliz
 
Redefining Cybersecurity with AI Capabilities
Redefining Cybersecurity with AI CapabilitiesRedefining Cybersecurity with AI Capabilities
Redefining Cybersecurity with AI Capabilities
Priyanka Aash
 
EuroPython 2024 - Streamlining Testing in a Large Python Codebase
EuroPython 2024 - Streamlining Testing in a Large Python CodebaseEuroPython 2024 - Streamlining Testing in a Large Python Codebase
EuroPython 2024 - Streamlining Testing in a Large Python Codebase
Jimmy Lai
 
Camunda Chapter NY Meetup July 2024.pptx
Camunda Chapter NY Meetup July 2024.pptxCamunda Chapter NY Meetup July 2024.pptx
Camunda Chapter NY Meetup July 2024.pptx
ZachWylie3
 
High Profile Girls call Service Pune 000XX00000 Provide Best And Top Girl Ser...
High Profile Girls call Service Pune 000XX00000 Provide Best And Top Girl Ser...High Profile Girls call Service Pune 000XX00000 Provide Best And Top Girl Ser...
High Profile Girls call Service Pune 000XX00000 Provide Best And Top Girl Ser...
bhumivarma35300
 
Vulnerability Management: A Comprehensive Overview
Vulnerability Management: A Comprehensive OverviewVulnerability Management: A Comprehensive Overview
Vulnerability Management: A Comprehensive Overview
Steven Carlson
 
Types of Weaving loom machine & it's technology
Types of Weaving loom machine & it's technologyTypes of Weaving loom machine & it's technology
Types of Weaving loom machine & it's technology
ldtexsolbl
 
The Impact of the Internet of Things (IoT) on Smart Homes and Cities
The Impact of the Internet of Things (IoT) on Smart Homes and CitiesThe Impact of the Internet of Things (IoT) on Smart Homes and Cities
The Impact of the Internet of Things (IoT) on Smart Homes and Cities
Arpan Buwa
 
leewayhertz.com-AI agents for healthcare Applications benefits and implementa...
leewayhertz.com-AI agents for healthcare Applications benefits and implementa...leewayhertz.com-AI agents for healthcare Applications benefits and implementa...
leewayhertz.com-AI agents for healthcare Applications benefits and implementa...
alexjohnson7307
 
Improving Learning Content Efficiency with Reusable Learning Content
Improving Learning Content Efficiency with Reusable Learning ContentImproving Learning Content Efficiency with Reusable Learning Content
Improving Learning Content Efficiency with Reusable Learning Content
Enterprise Knowledge
 
Computer HARDWARE presenattion by CWD students class 10
Computer HARDWARE presenattion by CWD students class 10Computer HARDWARE presenattion by CWD students class 10
Computer HARDWARE presenattion by CWD students class 10
ankush9927
 
Mastering OnlyFans Clone App Development: Key Strategies for Success
Mastering OnlyFans Clone App Development: Key Strategies for SuccessMastering OnlyFans Clone App Development: Key Strategies for Success
Mastering OnlyFans Clone App Development: Key Strategies for Success
David Wilson
 
Using LLM Agents with Llama 3, LangGraph and Milvus
Using LLM Agents with Llama 3, LangGraph and MilvusUsing LLM Agents with Llama 3, LangGraph and Milvus
Using LLM Agents with Llama 3, LangGraph and Milvus
Zilliz
 
Use Cases & Benefits of RPA in Manufacturing in 2024.pptx
Use Cases & Benefits of RPA in Manufacturing in 2024.pptxUse Cases & Benefits of RPA in Manufacturing in 2024.pptx
Use Cases & Benefits of RPA in Manufacturing in 2024.pptx
SynapseIndia
 

Recently uploaded (20)

Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
 
MAKE MONEY ONLINE Unlock Your Income Potential Today.pptx
MAKE MONEY ONLINE Unlock Your Income Potential Today.pptxMAKE MONEY ONLINE Unlock Your Income Potential Today.pptx
MAKE MONEY ONLINE Unlock Your Income Potential Today.pptx
 
Gen AI: Privacy Risks of Large Language Models (LLMs)
Gen AI: Privacy Risks of Large Language Models (LLMs)Gen AI: Privacy Risks of Large Language Models (LLMs)
Gen AI: Privacy Risks of Large Language Models (LLMs)
 
How UiPath Discovery Suite supports identification of Agentic Process Automat...
How UiPath Discovery Suite supports identification of Agentic Process Automat...How UiPath Discovery Suite supports identification of Agentic Process Automat...
How UiPath Discovery Suite supports identification of Agentic Process Automat...
 
It's your unstructured data: How to get your GenAI app to production (and spe...
It's your unstructured data: How to get your GenAI app to production (and spe...It's your unstructured data: How to get your GenAI app to production (and spe...
It's your unstructured data: How to get your GenAI app to production (and spe...
 
Tailored CRM Software Development for Enhanced Customer Insights
Tailored CRM Software Development for Enhanced Customer InsightsTailored CRM Software Development for Enhanced Customer Insights
Tailored CRM Software Development for Enhanced Customer Insights
 
The History of Embeddings & Multimodal Embeddings
The History of Embeddings & Multimodal EmbeddingsThe History of Embeddings & Multimodal Embeddings
The History of Embeddings & Multimodal Embeddings
 
Redefining Cybersecurity with AI Capabilities
Redefining Cybersecurity with AI CapabilitiesRedefining Cybersecurity with AI Capabilities
Redefining Cybersecurity with AI Capabilities
 
EuroPython 2024 - Streamlining Testing in a Large Python Codebase
EuroPython 2024 - Streamlining Testing in a Large Python CodebaseEuroPython 2024 - Streamlining Testing in a Large Python Codebase
EuroPython 2024 - Streamlining Testing in a Large Python Codebase
 
Camunda Chapter NY Meetup July 2024.pptx
Camunda Chapter NY Meetup July 2024.pptxCamunda Chapter NY Meetup July 2024.pptx
Camunda Chapter NY Meetup July 2024.pptx
 
High Profile Girls call Service Pune 000XX00000 Provide Best And Top Girl Ser...
High Profile Girls call Service Pune 000XX00000 Provide Best And Top Girl Ser...High Profile Girls call Service Pune 000XX00000 Provide Best And Top Girl Ser...
High Profile Girls call Service Pune 000XX00000 Provide Best And Top Girl Ser...
 
Vulnerability Management: A Comprehensive Overview
Vulnerability Management: A Comprehensive OverviewVulnerability Management: A Comprehensive Overview
Vulnerability Management: A Comprehensive Overview
 
Types of Weaving loom machine & it's technology
Types of Weaving loom machine & it's technologyTypes of Weaving loom machine & it's technology
Types of Weaving loom machine & it's technology
 
The Impact of the Internet of Things (IoT) on Smart Homes and Cities
The Impact of the Internet of Things (IoT) on Smart Homes and CitiesThe Impact of the Internet of Things (IoT) on Smart Homes and Cities
The Impact of the Internet of Things (IoT) on Smart Homes and Cities
 
leewayhertz.com-AI agents for healthcare Applications benefits and implementa...
leewayhertz.com-AI agents for healthcare Applications benefits and implementa...leewayhertz.com-AI agents for healthcare Applications benefits and implementa...
leewayhertz.com-AI agents for healthcare Applications benefits and implementa...
 
Improving Learning Content Efficiency with Reusable Learning Content
Improving Learning Content Efficiency with Reusable Learning ContentImproving Learning Content Efficiency with Reusable Learning Content
Improving Learning Content Efficiency with Reusable Learning Content
 
Computer HARDWARE presenattion by CWD students class 10
Computer HARDWARE presenattion by CWD students class 10Computer HARDWARE presenattion by CWD students class 10
Computer HARDWARE presenattion by CWD students class 10
 
Mastering OnlyFans Clone App Development: Key Strategies for Success
Mastering OnlyFans Clone App Development: Key Strategies for SuccessMastering OnlyFans Clone App Development: Key Strategies for Success
Mastering OnlyFans Clone App Development: Key Strategies for Success
 
Using LLM Agents with Llama 3, LangGraph and Milvus
Using LLM Agents with Llama 3, LangGraph and MilvusUsing LLM Agents with Llama 3, LangGraph and Milvus
Using LLM Agents with Llama 3, LangGraph and Milvus
 
Use Cases & Benefits of RPA in Manufacturing in 2024.pptx
Use Cases & Benefits of RPA in Manufacturing in 2024.pptxUse Cases & Benefits of RPA in Manufacturing in 2024.pptx
Use Cases & Benefits of RPA in Manufacturing in 2024.pptx
 

Webinar - How to Build Data Pipelines for Real-Time Applications with SMACK & Apache Kafka

Editor's Notes

  1. Dealing with data can be hard Too many choices
  2. We can wind up building some pretty messed up stuff
  3. Data pipelines consisting of many parts Kafka to organize Akka and Spark to process Cassandra to Store Mesos to manage everything
  4. We are building our app with these principles Some things need to be processed immediately Some in a batch after we have the entire picture
  5. This app exists. it’s called KillrWeather
  6. One order, no problem Multiple order. Chaos No set format
  7. Restaurant
  8. Restaurant
  9. Restaurant
  10. Restaurant
  11. Waiters provide order
  12. Waiters provide order
  13. Waiters provide order
  14. Waiters provide order
  15. Waiters provide order
  16. Waiters provide order
  17. Waiters provide order
  18. Waiters provide order
  19. Waiters provide order
  20. Waiters provide order
  21. Waiters provide order
  22. Waiters provide order
  23. Waiters provide order
  24. Waiters provide order
  25. Waiters provide order
  26. Waiters provide order
  27. Waiters provide order
  28. Waiters provide order
  29. Waiters provide order
  30. Waiters provide order
  31. Waiters provide order
  32. Data pipelines consisting of many parts Kafka to organize Akka and Spark to process Cassandra to Store Mesos to manage everything