• Home

  • Documents

  • Matei Zaharia Introduction to. Outline The big data problem Spark programming model User community...

If you can't read please download the document

Matei Zaharia Introduction to. Outline The big data problem Spark programming model User community Newest addition: DataFrames

Embed Size (px)

Deep Learning and Streaming in Apache Spark 2.x with Matei Zaharia

Deep Learning and Streaming in Apache Spark 2.x with Matei Zaharia

Data & Analytics
UC Berkeley Introduction to MapReduce and Hadoop Matei Zaharia UC Berkeley RAD Lab matei@eecs.berkeley.edu

UC Berkeley Introduction to MapReduce and Hadoop Matei Zaharia UC Berkeley RAD Lab [email protected]

Documents
Matei Zaharia University of California, Berkeley Spark in Action Fast Big Data Analytics using Scala UC BERKELEY

Matei Zaharia University of California, Berkeley Spark in Action Fast Big Data Analytics using Scala UC BERKELEY

Documents
Matei Zaharia, in collaboration with Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Cliff Engle, Michael Franklin, Haoyuan Li, Antonio Lupher, Justin Ma,

Matei Zaharia, in collaboration with Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Cliff Engle, Michael Franklin, Haoyuan Li, Antonio Lupher, Justin Ma,

Documents
Matei Zaharia UC Berkeley Parallel Programming With Spark UC BERKELEY

Matei Zaharia UC Berkeley Parallel Programming With Spark UC BERKELEY

Documents
Matei Zaharia UC Berkeley AMPLab spark-project.org UC BERKELEY Big Data Processing with MapReduce and Spark

Matei Zaharia UC Berkeley AMPLab spark-project.org UC BERKELEY Big Data Processing with MapReduce and Spark

Documents
Resilient Distributed Datasets: A Fault- Tolerant Abstraction for In-Memory Cluster Computing Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,

Resilient Distributed Datasets: A Fault- Tolerant Abstraction for In-Memory Cluster Computing Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,

Documents
Concurrency Control - Stanford University · Concurrency Control Instructor: Matei Zaharia cs245.stanford.edu. The Problem T1 T2 … Tn DB (consistency constraints) Different transactions

Concurrency Control - Stanford University · Concurrency Control Instructor: Matei Zaharia cs245.stanford.edu. The Problem T1 T2 … Tn DB (consistency constraints) Different transactions

Documents
Matei Zaharia, Dhruba Borthakur *, Joydeep Sen Sarma *, Khaled Elmeleegy +, Scott Shenker, Ion Stoica UC Berkeley, * Facebook Inc, + Yahoo! Research Delay

Matei Zaharia, Dhruba Borthakur *, Joydeep Sen Sarma *, Khaled Elmeleegy +, Scott Shenker, Ion Stoica UC Berkeley, * Facebook Inc, + Yahoo! Research Delay

Documents
Advanced Big Data Systems · Spark •Project start - UC Berkeley, 2009 •Matei Zaharia et al. Spark: Cluster Computing with Working Sets,. HotCloud 2010. •Matei Zaharia et al

Advanced Big Data Systems · Spark •Project start - UC Berkeley, 2009 •Matei Zaharia et al. Spark: Cluster Computing with Working Sets,. HotCloud 2010. •Matei Zaharia et al

Documents
Data-Centric Security Dawn Song UC Berkeley Collaboration with Lorenzo Martignoni, Stephen McCamant, Pongsin Poosankam, Matei Zaharia, Scott Shenker, Ion

Data-Centric Security Dawn Song UC Berkeley Collaboration with Lorenzo Martignoni, Stephen McCamant, Pongsin Poosankam, Matei Zaharia, Scott Shenker, Ion

Documents
Dominant Resource Fairness: Fair Allocation of Multiple Resource Types Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion

Dominant Resource Fairness: Fair Allocation of Multiple Resource Types Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion

Documents
Discretized Streams Fault-Tolerant Streaming Computation at Scale Matei Zaharia, Tathagata Das (TD), Haoyuan (HY) Li, Timothy Hunter, Scott Shenker, Ion

Discretized Streams Fault-Tolerant Streaming Computation at Scale Matei Zaharia, Tathagata Das (TD), Haoyuan (HY) Li, Timothy Hunter, Scott Shenker, Ion

Documents
Advanced(Spark Features( - UC Berkeley AMP Campampcamp.berkeley.edu/.../2012/06/...advanced-spark.pdf · Matei&Zaharia& & UC&Berkeley& & && Advanced(Spark Features(UC&BERKELEY&

Advanced(Spark Features( - UC Berkeley AMP Campampcamp.berkeley.edu/.../2012/06/...advanced-spark.pdf · Matei&Zaharia& & UC&Berkeley& & && Advanced(Spark Features(UC&BERKELEY&

Documents
Job Scheduling with the Fair and Capacity Schedulers Matei Zaharia

Job Scheduling with the Fair and Capacity Schedulers Matei Zaharia

Documents
Sparrow - mimuw.edu.pliwanicki/courses/ds/2015/presentations/...Sparrow Distributed Low-Latency Scheduling Kay Ousterhout, Patrick Wendell, Matei Zaharia , Ion Stoica

Sparrow - mimuw.edu.pliwanicki/courses/ds/2015/presentations/...Sparrow Distributed Low-Latency Scheduling Kay Ousterhout, Patrick Wendell, Matei Zaharia , Ion Stoica

Documents
Sparrow Distributed Low-Latency Scheduling Kay Ousterhout, Patrick Wendell, Matei Zaharia, Ion Stoica

Sparrow Distributed Low-Latency Scheduling Kay Ousterhout, Patrick Wendell, Matei Zaharia, Ion Stoica

Documents
Distributed Databases - Stanford University€¦ · Distributed Databases Instructor: Matei Zaharia cs245.stanford.edu. Outline Replication strategies Partitioning strategies AC &

Distributed Databases - Stanford University€¦ · Distributed Databases Instructor: Matei Zaharia cs245.stanford.edu. Outline Replication strategies Partitioning strategies AC &

Documents
2016 Spark Summit East Keynote: Matei Zaharia

2016 Spark Summit East Keynote: Matei Zaharia

Software
UC Berkeley Spark A framework for iterative and interactive cluster computing Matei Zaharia, Mosharaf Chowdhury, Michael Franklin, Scott Shenker, Ion Stoica

UC Berkeley Spark A framework for iterative and interactive cluster computing Matei Zaharia, Mosharaf Chowdhury, Michael Franklin, Scott Shenker, Ion Stoica

Documents
Introduc+ontoParallel Compu+ngwithApacheSpark · 7 Spark"Background" • AmplabUCBerkeley" • ProjectLead:"Dr." Matei&Zaharia& • Firstpaper"published"on"RDD’s"was"in"2012" •

Introduc+ontoParallel Compu+ngwithApacheSpark · 7 Spark"Background" • AmplabUCBerkeley" • ProjectLead:"Dr." Matei&Zaharia& • Firstpaper"published"on"RDD’s"was"in"2012" •

Documents
Shark Cliff Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Michael Franklin, Ion Stoica, Scott Shenker Hive on Spark

Shark Cliff Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Michael Franklin, Ion Stoica, Scott Shenker Hive on Spark

Documents
Parallel Programming With Spark Matei Zaharia UC Berkeley

Parallel Programming With Spark Matei Zaharia UC Berkeley

Documents
Deep learning and streaming in Apache Spark 2.2 by Matei Zaharia

Deep learning and streaming in Apache Spark 2.2 by Matei Zaharia

Technology
Spark Summit San Francisco 2016 - Matei Zaharia Keynote: Apache Spark 2.0

Spark Summit San Francisco 2016 - Matei Zaharia Keynote: Apache Spark 2.0

Software
Spark In-Memory Cluster Computing for Iterative and Interactive Applications Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy

Spark In-Memory Cluster Computing for Iterative and Interactive Applications Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy

Documents
Matei Zaharia

Matei Zaharia

Documents
Matei Zaharia Fast and Expressive Big Data Analytics with Python UC BERKELEY spark-project.orgUC Berkeley / MIT

Matei Zaharia Fast and Expressive Big Data Analytics with Python UC BERKELEY spark-project.orgUC Berkeley / MIT

Documents
Resilient Distributed Datasets A Fault-Tolerant Abstraction for In-Memory Cluster Computing Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,

Resilient Distributed Datasets A Fault-Tolerant Abstraction for In-Memory Cluster Computing Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,

Documents
Sparrow: Distributed, Low Latency Scheduling - …keo/publications/sosp13-final17.pdf · Sparrow: Distributed, Low Latency Scheduling Kay Ousterhout, Patrick Wendell, Matei Zaharia,

Sparrow: Distributed, Low Latency Scheduling - …keo/publications/sosp13-final17.pdf · Sparrow: Distributed, Low Latency Scheduling Kay Ousterhout, Patrick Wendell, Matei Zaharia,

Documents