Spark Summit

Machine Learning Pipelines - Joseph Bradley - Databricks

7 years ago • 1764 Views

Spark-on-Yarn: The Road Ahead-(Marcelo Vanzin, Cloudera)

7 years ago • 5452 Views

Software Above the Level of a Single Device: The Implications-(Tim O'Reilly, O'Reilly Media)

7 years ago • 1850 Views

Spark at NASA/JPL-(Chris Mattmann, NASA/JPL)

7 years ago • 6603 Views

Spark on Mesos-A Deep Dive-(Dean Wampler and Tim Chen, Typesafe and Mesosphere)

7 years ago • 8162 Views

Towards True Elasticity of Spark-(Michael Le and Min Li, IBM)

7 years ago • 2997 Views

BlinkDB and G-OLA: Supporting Continuous Answers with Error Bars in SparkSQL-(Sameer Agarwal and Kai Zeng, Databricks and AMPLab UC Berkeley

7 years ago • 3077 Views

How to Boost 100x Performance for Real World Application with Apache Spark-(Grace Huang and Jiangang Duan, Intel)

7 years ago • 5448 Views

Exactly-Once Streaming from Kafka-(Cody Koeninger, Kixer)

7 years ago • 6866 Views

Cassandra and Spark: Optimizing for Data Locality-(Russell Spitzer, DataStax)

7 years ago • 10311 Views

Large-Scale Lasso and Elastic-Net Regularized Generalized Linear Models (DB Tsai and Steve Hillion, Netflix and Alpine Data Labs)

7 years ago • 4037 Views

Dynamic Community Detection for Large-scale e-Commerce data with Spark Streaming and GraphX-(Ming Huang, Taobao)

7 years ago • 7874 Views

Digital Attribution Modeling Using Apache Spark-(Anny Chen and William Yan, Adobe)

7 years ago • 6226 Views

Building, Debugging, and Tuning Spark Machine Leaning Pipelines-(Joseph Bradley, Databricks)

7 years ago • 5572 Views

IndexedRDD: Efficeint Fine-Grained Updates for RDD's-(Ankur Dave, UC Berkeley)

7 years ago • 3764 Views

Healthcare Predictive Analytics with the OR-(Denny Lee and Ayad Shammout, Databricks and Beth Israel Deaconess Medical Center)

7 years ago • 2545 Views

Deconstructiong Recommendations on Spark-(Ilya Ganelin, Capital One)

7 years ago • 2736 Views

Extending Word2Vec for Performance and Semi-Supervised Learning-(Michael Malak, Oracle)

7 years ago • 5940 Views

Flyby: Improved Dense Matrix Multiplication-(Tom Vacek, Thomson Reuters)

7 years ago • 1962 Views

Use of Spark MLib for Predicting the Offlining of Digital Media-(Christopher Burdorf, NBC Universal)

7 years ago • 5519 Views

Spark and Spark Streaming at Netfix-(Kedar Sedekar and Monal Daxini, Netflix)

7 years ago • 12593 Views

Lessons Learned with Spark at the US Patent & Trademark Office-(Christopher Bradford, Open Source Connections)

7 years ago • 2645 Views

Appraiser: How Airbnb Generates Complex Models in Spark for Demand Prediction-(Hector Yee, Airbnb)

7 years ago • 5986 Views

Integrating Spark and Solr-(Timothy Potter, Lucidworks)

7 years ago • 8802 Views

Diagnosing Open-Source Community Health with Spark-(William Benton, Red Hat)

7 years ago • 1715 Views

Towards Benchmaking Modern Distruibuted Systems-(Grace Huang, Intel)

7 years ago • 4877 Views

Migrating Complex Data Aggregation from Hadoop to Spark-(Ashish Singh andPuneet Kumar, PubMatic)

7 years ago • 3442 Views

The Little Warehouse That Couldn't Or: How We Learned to Stop Worrying and Move to Spark-(Yandu Oppacher, Shopify)

7 years ago • 2495 Views

A Data Frame Abstraction Layer for SparkR-(Chris Freeman, Alteryx)

7 years ago • 3437 Views

Taming GC Pauses for Humongous Java Heaps in Spark Graph Computing-(Eric Kaczmarek and Liqi Yi, Intel)

7 years ago • 5928 Views

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