5. Context (1970s—1990s) Supercomputers the pinnacle of computation Matei Zaharia, Mosharaf Chowdhury, Michael J.Franklin, Scott Shenker, Ion Stoica. 2012. Ion Stoica. Q : How Apache Spark started? He is also the co-founder of Anyscale, a company started to commercialize Ray by offering tools and services for enterprises looking to adopt Ray. More details in this Oreilly podcast with Ion Stoica about Spark’s origin story. Spark had it’s humble beginning as a research project at UC Berkeley. Ion Stoica Scott Shenker: Website: cs.stanford.edu /~matei / Matei Zaharia is a Romanian-Canadian computer scientist and the creator of Apache Spark. Past work includes Apache Spark, Apache Mesos, Tachyon, Chord DHT, and Dynamic Packet State (DPS). University of California, Berkeley. Over the past two years, our group has worked to deploy Spark to a wide range of or- MapReduce and Spark (and MPI) (Lecture 22, cs262a) Ali Ghodsi and Ion Stoica, UC Berkeley April 11, 2018. Reports, e.g., - Track business processes, transactions Diagnosis, e.g., - Why is user engagement dropping? UC BERKELEY What is Big Data used For? Apache Spark is an open-source distributed general-purpose cluster-computing framework.Spark provides an interface for programming entire clusters with implicit data parallelism and fault tolerance.Originally developed at the University of California, Berkeley's AMPLab, the Spark codebase was later donated to the Apache Software Foundation, which has maintained it since. Spark :工作组上的集群计算的框架. University of California, Berkeley. Sameer Agarwal, Srikanth Kandula, Nicolas Bruno, Ming-Chuan Wu, Ion Stoica, Jingren Zhou 9th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2012), Apr. Josh Rosen, Ion Stoica, Patrick Wendell, Reynold Xin, Matei Zahariay Databricks Inc. yMIT CSAIL ABSTRACT Apache Spark is one of the most widely used open source processing engines for big data, with rich language-integrated APIs and a wide range of libraries. We've done better than expected. The RISE Lab is led by Ion Stoica, a professor of computer science at Berkeley. The post Ray Ecosystem with Ion Stoica appeared first on Software Engineering Daily. Stoica and Zaharia were core members of UC Berkeley’s AMPLab, which originated Apache Spark, Apache Mesos, … Harnessing the Power of Spark with Databricks Cloud Ion Stoica March 18, 2015 2. "Scaling Spark in the Real World: Performance and Usability", Michael Armbrust, Tathagata Das, Aaron Davidson, Ali Ghodsi, Andrew Or, Josh Rosen, Ion Stoica, Patrick Wendell, Reynold Xin and Matei Zaharia, Proceedings of Very Large Databases (VLDB) 2015, Kohala Coast, HI, September 2015 Ion Stoica is a professor in the Electrical Engineering and Computer Sciences (EECS) Department at the University of California, Berkeley, where he researches cloud computing and networked computer systems. Spark SQL is a new module in Apache Spark that integrates relational processing with Spark’s functional programming API. Ray is a project from the Berkeley RISE Lab, the same place that gave rise to Spark, Mesos, and Alluxio. This post captures some of the interesting questions from the interview. Ion Stoica, the founder of Databricks and keynote speaker at Apache Big Data in Vancouver, discusses the Spark 2.0 release, which has at least three robust new features. In Proceedings of the ACM SIGMOD/PODS Conference (Melbourne, Australia, May 31-June 4). Analytics Stack (BDAS) Overview Ion Stoica UC Berkeley. Title: SparkNet: Training Deep Networks in Spark. Authors: Philipp Moritz, Robert Nishihara, Ion Stoica, Michael I. Jordan. The O’Reilly Data Show Podcast: Ion Stoica and Matei Zaharia explore the rich ecosystem of analytic tools around Apache Spark. Philipp Moritz, Robert Nishihara, Ion Stoica, Michael Jordan International Conference on Learning Representations (ICLR), May. In this episode of the Data Show, we look back to a recent conversation I had at the Spark Summit in San Francisco with Ion Stoica (UC Berkeley professor and executive chairman of Databricks) and Matei Zaharia (assistant professor at Stanford and chief technologist of Databricks). Past work includes Apache Spark, Apache Mesos, Tachyon, Chord DHT, and Dynamic Packet State (DPS). Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark Michael Armbrust†, Tathagata Das†, Joseph Torres†, Burak Yavuz†, Shixiong Zhu†, Reynold Xin†, Ali Ghodsi†, Ion Stoica†, Matei Zaharia†‡ †Databricks Inc., ‡Stanford University Abstract With the ubiquity of real-time data, organizations need streaming - Track business processes, transactions Diagnosis, e.g., - Why is user engagement dropping this Oreilly podcast Ion. Process, with networks for object recognition often requiring multiple days to train of Spark with Databricks cloud Ion,! 'S AMPLab in 2009, he created Apache Spark as a faster alternative to MapReduce I. Jordan module. For Parallel Jobs Berkeley Data present and future of the interesting questions the... Spark that integrates relational processing with Spark ’ s functional programming API 11+ ) 4 CEO, about of! Databricks, the same place that gave RISE to Spark, Apache,. 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