Why Scala is Taking Over the Big Data World
Please log in to watch this conference skillscast.
Want to find out why those dealing with Big Data are increasingly being won over by the power of Scala? Dean Wampler, recognised Scala author and expert, will give the keynote to open the second day of Scala X.
Users of Big (and not so Big) Data roughly divide into three groups, developers like us, traditional data analysts, and a hybrid called data scientists. The analysts prefer SQL, SAS, and similar, traditional tools. The scientists (mostly statisticians, really) prefer Python and R, with Julia emerging. The Developers started with Java, but they are being seduced by Scala, because it offers ideal tools for data-centric applications.
This talk explains why data-centric applications are driving Scala adoption. Scala already provides these essential features:
- Expressive DSLs.
- The JVM.
- Actors for distributed scaling.
- Optimizations for primitives, but uniform source abstractions.
- Functional combinators.
These features combine to yield powerful, scalable tools with concise APIs:
- Scalding and Summingbird - for Hadoop and Storm
- Spark and H2O - the Next Generation...
- Spire and Algebird - Mathematics
Finally, we'll discuss what's missing and what's ahead.
YOU MAY ALSO LIKE:
- Keynote: Stream All the Things! (SkillsCast recorded in July 2017)
- Introduction to Docker Fundamentals (in London on 30th September - 1st October 2019)
- µCon London 2020 - The Conference on Microservices, DDD & Software Architecture (in London on 27th - 29th May 2020)
- Running Stateful Applications in Kubernetes (in London on 5th September 2019)
- Lightbend Scala Language - Professional (in London on 9th - 10th September 2019)
- Lightbend Scala Language - Expert (in London on 11th - 13th September 2019)
- Haskell eXchange 2019 (in London on 10th - 11th October 2019)
- Clojure eXchange 2019 (in London on 2nd - 3rd December 2019)
- You got served: How Deliveroo improved the ranking of restaurants (in London on 27th August 2019)
- London Java Community August Meetup (in London on 28th August 2019)
- The Last Frontier and Beyond (SkillsCast recorded in August 2019)
- Move Fast And Make Things (SkillsCast recorded in July 2019)
Thanks to our sponsors
Why Scala is Taking Over the Big Data World
Dean Wampler
Dean Wampler, Ph.D., is the Architect for Big Data Products and Services in the Office of the CTO at Lightbend, where he focuses on the evolving “Fast Data” ecosystem for streaming applications based on the SMACK stack, Spark, Mesos, Akka (and the rest of the Lightbend Reactive Platform), Cassandra, Kafka, and other tools.
Please log in to watch this conference skillscast.
Want to find out why those dealing with Big Data are increasingly being won over by the power of Scala? Dean Wampler, recognised Scala author and expert, will give the keynote to open the second day of Scala X.
Users of Big (and not so Big) Data roughly divide into three groups, developers like us, traditional data analysts, and a hybrid called data scientists. The analysts prefer SQL, SAS, and similar, traditional tools. The scientists (mostly statisticians, really) prefer Python and R, with Julia emerging. The Developers started with Java, but they are being seduced by Scala, because it offers ideal tools for data-centric applications.
This talk explains why data-centric applications are driving Scala adoption. Scala already provides these essential features:
- Expressive DSLs.
- The JVM.
- Actors for distributed scaling.
- Optimizations for primitives, but uniform source abstractions.
- Functional combinators.
These features combine to yield powerful, scalable tools with concise APIs:
- Scalding and Summingbird - for Hadoop and Storm
- Spark and H2O - the Next Generation...
- Spire and Algebird - Mathematics
Finally, we'll discuss what's missing and what's ahead.
YOU MAY ALSO LIKE:
- Keynote: Stream All the Things! (SkillsCast recorded in July 2017)
- Introduction to Docker Fundamentals (in London on 30th September - 1st October 2019)
- µCon London 2020 - The Conference on Microservices, DDD & Software Architecture (in London on 27th - 29th May 2020)
- Running Stateful Applications in Kubernetes (in London on 5th September 2019)
- Lightbend Scala Language - Professional (in London on 9th - 10th September 2019)
- Lightbend Scala Language - Expert (in London on 11th - 13th September 2019)
- Haskell eXchange 2019 (in London on 10th - 11th October 2019)
- Clojure eXchange 2019 (in London on 2nd - 3rd December 2019)
- You got served: How Deliveroo improved the ranking of restaurants (in London on 27th August 2019)
- London Java Community August Meetup (in London on 28th August 2019)
- The Last Frontier and Beyond (SkillsCast recorded in August 2019)
- Move Fast And Make Things (SkillsCast recorded in July 2019)
Thanks to our sponsors
Why Scala is Taking Over the Big Data World
Dean Wampler
Dean Wampler, Ph.D., is the Architect for Big Data Products and Services in the Office of the CTO at Lightbend, where he focuses on the evolving “Fast Data” ecosystem for streaming applications based on the SMACK stack, Spark, Mesos, Akka (and the rest of the Lightbend Reactive Platform), Cassandra, Kafka, and other tools.