- Track business processes, transactions § Diagnosis, e.g., - Why is user engagement dropping? - Why is the system slow? - Detect spam, worms, viruses, DDoS attacks
Berkeley Data Analytics Stack (BDAS) Overview Ion Stoica UC Berkeley UC BERKELEY What is Big Data used For? § Reports, e.g., - Track business processes, transactions…
Berkeley Data Analytics Stack (BDAS) Overview Ion Stoica UC Berkeley What is Big Data used For? Reports, e.g., Track business processes, transactions Diagnosis, e.g., Why…
Slide 1 Berkeley Data Analytics Stack (BDAS) Overview Ion Stoica UC Berkeley UC BERKELEY Slide 2 What is Big Data used For? Reports, e.g., -Track business processes,…
Berkley Data Analysis Stack (BDAS) Berkley Data Analysis Stack (BDAS) Mesos, Spark, Shark, Spark Streaming Current Data Analysis Open Stack Application Storage Data Processing…
Berkeley Data Analytics Stack BDAS UC BERKELEY Ion Stoica UC Berkeley Databricks Conviva Data is Everywhere Easier and cheaper than ever to collect Data grows faster…
1. SampleClean: Bringing DataCleaning into the BDAS Stack!Sanjay Krishnan and Daniel Haas!In Collaboration With: Juan Sanchez, Wenbo Tao, JiannanWang, Tim Kraska, Michael…
THE MISSING PIECE IN COMPLEX ANALYTICS: SCALABLE, LOW LATENCY MODEL SERVING AND MANAGEMENT WITH VELOX Daniel Crankshaw, Peter Bailis, Joseph Gonzalez, Haoyuan Li, Zhao Zhang,…
Slide 1 Berkley Data Analysis Stack (BDAS) Mesos, Spark, Shark, Spark Streaming Slide 2 Current Data Analysis Open Stack Application Storage Data Processing Infrastructure…
Ion Stoica UC Berkeley Warehouse-‐Scale Computing and the BDAS Stack UC BERKELEY Overview Workloads Hardware trends and implications…
B_E_21-01 B_E_21-02 B_E_21-03 B_E_21-04 B_E_21-05
eventcwinllsde The Spark Framework credits: Matei Zaharia Xiangrui Meng eventcwinllsde What is Spark • Fast and expressive cluster computing system interoperable with Apache…
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Short Presentation Title Business Analytics: Collapsing The Stack Timo Elliott September 2011 â¹#⺠Business Analytics Has Struggled to Keep Up âWhere are you going?…
1. Samurai Siege Overview 2. Samurai Analytics Stack Evolution 3. DWH Components 4. User Acquisition Tools 5. Product Tools 6. CRM Tools Mobile real time strategy, iOS, Android…
1. Samurai Siege Overview 2. Samurai Analytics Stack Evolution 3. DWH Components 4. User Acquisition Tools 5. Product Tools 6. CRM Tools Mobile real time strategy, iOS, Android…
Slide 1 AMPCamp Introduction to Berkeley Data Analytics Systems (BDAS) March 15, 2013 AMPCamp @ ECNU, Shanghai, China Slide 2 Algorithms, Machines, People Lab (AMPLab) …
What’s next for the ��� Berkeley Data Analytics Stack? ��� UC BERKELEY Michael Franklin June 30th 2014 Spark Summit San Francisco AMPLab: Collaborative…
What StackOverflow Tells Us About Programming Languages Rahul Thankachan Nada Aldarrab Prathmesh Gat University of Southern California 1 2 Agenda Agenda 1. Introduction 2.…
ANALYTICS • Local social network • Web, iOS and Android • 1.3M users in uk. • 1.5B events analytics are core for our business we track millions of events a day Subject:…