Apache Kylin. Open Source Journey

Size: px
Start display at page:

Download "Apache Kylin. Open Source Journey"

Transcription

1

2 Open Source Journey Luke Han 韩 卿 VP, Product Lead, ebay ADI

3 Agenda Big About Open Source Journey Build Community and Ecosystem Q&A

4 1995-Now 266M MOBILE APP GLOBALLY 157M ACTIVE BUYERS 800M ACTIVE LISTINGS 1B LISTINGS CREATED VIA MOBILE 25M ACTIVE SELLERS 8.8M NEW LISTINGS EVERY WEEK $28B GMV VIA MOBILE (2014)

5 SEARCH CLICK BID WATCH LIST 100M QUERIES/MONTH SHARE PREFERENCES 100 s PB DATA LOCAL CHECKOUT 36TB X-PLATFORM DATA TRANSFERS PER MONTH

6

7 ebay /

8 About kylin / ˈkiːˈlɪn / 麒 麟 --n. (in Chinese art) a mythical animal of composite Extreme OLAP Engine for Big Data is an open source Distributed Analytics Engine designed to provide SQL interface and multi-dimensional analysis (OLAP) on Hadoop supporting extremely large datasets, original contributed from ebay Inc. Open Sourced on Oct 1st, 2014 Accepted as Apache Incubator Project on Nov 25th, 2014 Graduated to Apache Top Level Project on Oct,

9 The Background Happiness 10s Latency 9

10 Product Overview BI Tools, Web App ANSI SQL Kylin Map Reduce 10

11 Open Source Journey First project contributed to Apache Software Foundation (ASF) from ebay, all developers are in CCOE Apache Top Level Project Initialize US Patent Filed Open Source on github.co m Apache Incubato r V0.7.1 First Apache Relea se V1.0 released Sep 2013 June 2014 Oct 2014 Nov 2014 Jun 2014 Sep 2014 Oct 2015 (Voting) Go alive In ebay InfoWorld Bossie Awards 2015 The Best Open Source Big Data Tool s

12 Community Growth Project enters incubation New committers: Shaofeng Shi, Qianhao Zhou, Jason Zhong, (from ebay) v0.7.1-incubating released v0.7.2-incubating released New committers: Dayue Gao (Meituan) New committers: Hua Huang (MiningLAMP) v1.0-incubating released won InfoWorld Bossie Awards 2015 The Best Open Source Big Data Tools New committers: Yerui Sun (Meituan). Oct 2015, Graduating to Apache Top Level Project Adoptions Baidu Map China Mobile 明 略 数 据, 京 东 美 团 唯 品 会 网 易 Expedia Tableau Infoworks.io 12

13 Ready for Open Source Open Source from Day One Internal vs External Intellectual Property Legal Domain License Apache/MIT/BSD/GPL Team

14 Phase I: on github.com Code pushed to github.com on Oct 1 st, 2014 Announced from ebay Tech Blog

15 Phase II: Apache Incubator Entered Apache Incubator Project on Nov 25 th, 2015

16 Incubating Process

17 Building Community What s community? How to grow community? Community than Code!

18 Marketing - Website

19 Marketing - Blog Publish via ebay Tech Blog to gain focus from industry Like arch-rival Amazon.com, the soon-to-split ebay Inc. is something of an oddity in that it hasn t historically been a big contributor to the open-source community. But the e-commerce pioneer hopes to change that with the release of the source-code for a homegrown online analytics processing (OLAP) engine that promises to speed up Hadoop while also making it more accessible to everyday enterprise users. -- siliconangle.com

20 Marketing Social Media Github KylinOLAP HackNews Facebook Page: kylin.io LinkedIn Group: Kylin WeChat( 微 信 ) ApacheKylin

21 Marketing - Media

22 Mailing List & JIRA

23 Build Community: Meetup Hive Meetup Bay Area, Dec 2014 Meetup Bay Area, Dec 2014 Tech Seattle, Dec 2014 Meetup Beijing, Dec 2014 Spark Meetup Bay Area, March 2015 源 创 上 海, July 2015 Spark/Zeppelin Meetup Beijing, August 2015 Drill Meetup Bay Area, August 2015 OneAPM 技 术 公 开 课, Shanghai, September 2015 October 2015 DCon Beijing, Nov 2015

24 Build Community: Conference Big Data Summit Shanghai, Oct 2014 Big Data Technology Conference Beijing, Dec 2014 Database Technology Conference Beijing, April 2015 Hadoop Summit Europe, April 2015 QCon Beijing, April 2015 Strata+Hadoop World London, May 2015 HBaseCon San Francisco, May 2015 Hadoop Summit San Jose, June 2015 China Hadoop Summit Shanghai, July 2015 ApacheCon EU, September 2015 Apache Roadshow Beijing, Oct 2015

25 Know your community Google Analytics Github Statistics Mailing List WeChat

26 Excellence of Engineering Kylin Team Philosophy Recruit best people Done is better than perfect Do academic research Explain design in simple words Everyone does dirty work You write first version, I write second one Debate, Decision & Delivery

27 New Incubator: Eagle Open sourced from ebay on Oct 19 th,

28 Thanks Kylin Site: Twitter/ 微 博 微 信 公 众 号 : ApacheKylin

A very short talk about Apache Kylin Business Intelligence meets Big Data. Fabian Wilckens EMEA Solutions Architect

A very short talk about Apache Kylin Business Intelligence meets Big Data. Fabian Wilckens EMEA Solutions Architect A very short talk about Apache Kylin Business Intelligence meets Big Data Fabian Wilckens EMEA Solutions Architect 1 The challenge today 2 Very quickly: OLAP Online Analytical Processing How many beers

More information

Apache Kylin Introduction Dec 8, 2014 @ApacheKylin

Apache Kylin Introduction Dec 8, 2014 @ApacheKylin Apache Kylin Introduction Dec 8, 2014 @ApacheKylin Luke Han Sr. Product Manager lukhan@ebay.com @lukehq Yang Li Architect & Tech Leader yangli9@ebay.com Agenda What s Apache Kylin? Tech Highlights Performance

More information

Application Development. A Paradigm Shift

Application Development. A Paradigm Shift Application Development for the Cloud: A Paradigm Shift Ramesh Rangachar Intelsat t 2012 by Intelsat. t Published by The Aerospace Corporation with permission. New 2007 Template - 1 Motivation for the

More information

Apache Ignite TM (Incubating) - In- Memory Data Fabric Fast Data Meets Open Source

Apache Ignite TM (Incubating) - In- Memory Data Fabric Fast Data Meets Open Source Apache Ignite TM (Incubating) - In- Memory Data Fabric Fast Data Meets Open Source DMITRIY SETRAKYAN Founder, PPMC http://www.ignite.incubator.apache.org #apacheignite Agenda Apache Ignite (tm) In- Memory

More information

Pulsar Realtime Analytics At Scale. Tony Ng April 14, 2015

Pulsar Realtime Analytics At Scale. Tony Ng April 14, 2015 Pulsar Realtime Analytics At Scale Tony Ng April 14, 2015 Big Data Trends Bigger data volumes More data sources DBs, logs, behavioral & business event streams, sensors Faster analysis Next day to hours

More information

AGENDA. What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story. Our BIG DATA Roadmap. Hadoop PDW

AGENDA. What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story. Our BIG DATA Roadmap. Hadoop PDW AGENDA What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story Hadoop PDW Our BIG DATA Roadmap BIG DATA? Volume 59% growth in annual WW information 1.2M Zetabytes (10 21 bytes) this

More information

Big Data on Google Cloud

Big Data on Google Cloud Big Data on Google Cloud Using Cloud Dataflow, BigQuery, and friends to process data the Cloud way William Vambenepe, Lead Product Manager for Big Data, Google Cloud Platform @vambenepe / vbp@google.com

More information

CloudStack the best kept secret in the cloud. Giles Sirett CEO ShapeBlue Twitter: @GilesSirett @ShapeBlue

CloudStack the best kept secret in the cloud. Giles Sirett CEO ShapeBlue Twitter: @GilesSirett @ShapeBlue CloudStack the best kept secret in the cloud Giles Sirett CEO ShapeBlue Twitter: @GilesSirett @ShapeBlue Who is this guy? CEO - ShapeBlue PMC member & Committer - Apache CloudStack Chairman European CloudStack

More information

What s new in Tableau 10?

What s new in Tableau 10? What s new in Tableau 10? Talking points with customers: Beautiful by design: A fresh look and feel, beautiful viz defaults, and new formatting control all add up to vizzes with impact. Delightfully mobile:

More information

A Development Analytics Dashboard For Apache CloudStack

A Development Analytics Dashboard For Apache CloudStack A Development Analytics Dashboard For Apache CloudStack Jesus M. Gonzalez-Barahona jgb@bitergia.com Twitter: @jgbarah Bitergia http://bit.ly/cloudstack-dashboard ApacheCon Europe 2014 Budapest (Hungary),

More information

Big Telco, Bigger DW Demands: Moving Towards SQL-on-Hadoop

Big Telco, Bigger DW Demands: Moving Towards SQL-on-Hadoop Big Telco, Bigger DW Demands: Moving Towards SQL-on-Hadoop Keuntae Park IT Manager of SK Telecom, South Korea s largest wireless communications provider Work on commercial products (~ 12) T-FS: Distributed

More information

Data Analytics Infrastructure

Data Analytics Infrastructure Data Analytics Infrastructure Data Science SG Nov 2015 Meetup Le Nguyen The Dat @lenguyenthedat Backgrounds ZALORA Group (2013 2014) o Biggest online fashion retails in South East Asia o Data Infrastructure

More information

2. The New Economy. Outline. Marketing Challenges. Connecting with Customers Directly

2. The New Economy. Outline. Marketing Challenges. Connecting with Customers Directly Connecting with Customers Directly 2. The New Economy The company s official site provides customers various information Shan-Yu Chou 1 Shan-Yu Chou 2 Outline Marketing Challenges; Major forces driving

More information

China Digital Marketing Brief. Marco Ma 6 th.nov.2014 at AGNSW

China Digital Marketing Brief. Marco Ma 6 th.nov.2014 at AGNSW China Digital Marketing Brief Marco Ma 6 th.nov.2014 at AGNSW Agenda China Digital Landscape Why not Google? Advertising Polices and Regulations in China Smart Choice of Integrated Digital Marketing China

More information

December 9, 2015 Henry Blodget, CEO & Editor-in-Chief Julie Hansen, President & COO

December 9, 2015 Henry Blodget, CEO & Editor-in-Chief Julie Hansen, President & COO Axel Springer Capital Markets Day December 9, 2015 Henry Blodget, CEO & Editor-in-Chief Julie Hansen, President & COO SMART STORYTELLING FOR THE DIGITAL GENERATION 2 2007 2015 2016 WHAT YOU NEED TO KNOW

More information

Building Your Big Data Team

Building Your Big Data Team Building Your Big Data Team With all the buzz around Big Data, many companies have decided they need some sort of Big Data initiative in place to stay current with modern data management requirements.

More information

Big Data Big Data/Data Analytics & Software Development

Big Data Big Data/Data Analytics & Software Development Big Data Big Data/Data Analytics & Software Development Danairat T. danairat@gmail.com, 081-559-1446 1 Agenda Big Data Overview Business Cases and Benefits Hadoop Technology Architecture Big Data Development

More information

BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES

BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES Relational vs. Non-Relational Architecture Relational Non-Relational Rational Predictable Traditional Agile Flexible Modern 2 Agenda Big Data

More information

Apache Zeppelin, the missing component for your BigData ecosystem

Apache Zeppelin, the missing component for your BigData ecosystem Apache Zeppelin, the missing component for your BigData ecosystem DuyHai DOAN, Cassandra Technical Advocate Who Am I?! Duy Hai DOAN Cassandra technical advocate talks, meetups, confs open-source devs (Achilles,

More information

Big Data Explained. An introduction to Big Data Science.

Big Data Explained. An introduction to Big Data Science. Big Data Explained An introduction to Big Data Science. 1 Presentation Agenda What is Big Data Why learn Big Data Who is it for How to start learning Big Data When to learn it Objective and Benefits of

More information

A Tour of the Zoo the Hadoop Ecosystem Prafulla Wani

A Tour of the Zoo the Hadoop Ecosystem Prafulla Wani A Tour of the Zoo the Hadoop Ecosystem Prafulla Wani Technical Architect - Big Data Syntel Agenda Welcome to the Zoo! Evolution Timeline Traditional BI/DW Architecture Where Hadoop Fits In 2 Welcome to

More information

An Industrial Perspective on the Hadoop Ecosystem. Eldar Khalilov Pavel Valov

An Industrial Perspective on the Hadoop Ecosystem. Eldar Khalilov Pavel Valov An Industrial Perspective on the Hadoop Ecosystem Eldar Khalilov Pavel Valov agenda 03.12.2015 2 agenda Introduction 03.12.2015 2 agenda Introduction Research goals 03.12.2015 2 agenda Introduction Research

More information

The Power of Social Data: Transforming Big Data into Decisions. Andreas Weigend

The Power of Social Data: Transforming Big Data into Decisions. Andreas Weigend Milano, 04 Dec 2013 1 The Power of Social Data: Transforming Big Data into Decisions Andreas Weigend bit.ly/weigenditalia 1. Data and Decisions Value of Data? Agenda 2. Amazon as Data Refinery Equation

More information

Student Project 1 - Explorative Data Analysis with Hadoop and Spark

Student Project 1 - Explorative Data Analysis with Hadoop and Spark Student Project 1 - Explorative Data Analysis with Hadoop and Spark 42matters is a rapidly growing start up, leading the development of next generation mobile user modeling technology. Our solutions are

More information

Big Data Architecture & Analytics A comprehensive approach to harness big data architecture and analytics for growth

Big Data Architecture & Analytics A comprehensive approach to harness big data architecture and analytics for growth MAKING BIG DATA COME ALIVE Big Data Architecture & Analytics A comprehensive approach to harness big data architecture and analytics for growth Steve Gonzales, Principal Manager steve.gonzales@thinkbiganalytics.com

More information

As much fun as spectacle is, no one is impressed anymore. No one flinches. It is easy to get caught up in spectacle, but story is timeless.

As much fun as spectacle is, no one is impressed anymore. No one flinches. It is easy to get caught up in spectacle, but story is timeless. @justinogarrity Storycode As much fun as spectacle is, no one is impressed anymore. No one flinches. It is easy to get caught up in spectacle, but story is timeless. Story is everything. JJ Abrams Storycode

More information

Big Data & QlikView. Democratizing Big Data Analytics. David Freriks Principal Solution Architect

Big Data & QlikView. Democratizing Big Data Analytics. David Freriks Principal Solution Architect Big Data & QlikView Democratizing Big Data Analytics David Freriks Principal Solution Architect TDWI Vancouver Agenda What really is Big Data? How do we separate hype from reality? How does that relate

More information

DuraSpace and VIVO. Jonathan Markow. Chief Strategy Officer DuraSpace August 23, 2012

DuraSpace and VIVO. Jonathan Markow. Chief Strategy Officer DuraSpace August 23, 2012 DuraSpace and VIVO Jonathan Markow Chief Strategy Officer DuraSpace August 23, 2012 Agenda 1. DuraSpace? Who are these guys?! 2. Open Source Software Is it viable? 3. Sustainability models for Open Source

More information

Upcoming Announcements

Upcoming Announcements Enterprise Hadoop Enterprise Hadoop Jeff Markham Technical Director, APAC jmarkham@hortonworks.com Page 1 Upcoming Announcements April 2 Hortonworks Platform 2.1 A continued focus on innovation within

More information

The 50 Most Important Mobile Marketing Charts of 2015

The 50 Most Important Mobile Marketing Charts of 2015 The 50 Most Important Mobile Marketing Charts of 2015 What is the future of mobile marketing? Mobile has transformed the way we shop, consume media, and interact with our families and friends. In this

More information

Social Media Marketing Measurement A research project to understand new possibilities

Social Media Marketing Measurement A research project to understand new possibilities Social Media Marketing Measurement A research project to understand new possibilities Boris Grinkot Associate Director of Product Development MECLABS Primary Research @grinkot Social Media Measurement

More information

Big Data Management. Big Data Management. (BDM) Autumn 2013. Povl Koch September 16, 2013 15-09-2013 1

Big Data Management. Big Data Management. (BDM) Autumn 2013. Povl Koch September 16, 2013 15-09-2013 1 Big Data Management Big Data Management (BDM) Autumn 2013 Povl Koch September 16, 2013 15-09-2013 1 Overview Today s program 1. Little more practical details about this course 2. Chapter 7 in NoSQL Distilled

More information

Stand OUT Stay TOP of mind Sell MORE

Stand OUT Stay TOP of mind Sell MORE Stand OUT Stay TOP of mind Sell MORE Use the arrows to navigate through the pages. next 1/14 [close] What is SEO? Search Engine Optimization (SEO) is the process of improving the volume and quality of

More information

Case 2:08-cv-02463-ABC-E Document 1-4 Filed 04/15/2008 Page 1 of 138. Exhibit 8

Case 2:08-cv-02463-ABC-E Document 1-4 Filed 04/15/2008 Page 1 of 138. Exhibit 8 Case 2:08-cv-02463-ABC-E Document 1-4 Filed 04/15/2008 Page 1 of 138 Exhibit 8 Case 2:08-cv-02463-ABC-E Document 1-4 Filed 04/15/2008 Page 2 of 138 Domain Name: CELLULARVERISON.COM Updated Date: 12-dec-2007

More information

University of Texas CS Talk Headline Goes Here

University of Texas CS Talk Headline Goes Here University of Texas CS Talk Headline Goes Here DO NOT USE PUBLICLY PRIOR TO 10/23/12 Speaker Name or Subhead Goes Here Benjamin Vera- Tudela April 2015 1 Agenda About Me About Cloudera My Job @ Cloudera

More information

BIG DATA TRENDS AND TECHNOLOGIES

BIG DATA TRENDS AND TECHNOLOGIES BIG DATA TRENDS AND TECHNOLOGIES THE WORLD OF DATA IS CHANGING Cloud WHAT IS BIG DATA? Big data are datasets that grow so large that they become awkward to work with using onhand database management tools.

More information

Keywords Big Data; OODBMS; RDBMS; hadoop; EDM; learning analytics, data abundance.

Keywords Big Data; OODBMS; RDBMS; hadoop; EDM; learning analytics, data abundance. Volume 4, Issue 11, November 2014 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering Research Paper Available online at: www.ijarcsse.com Analytics

More information

AT&T Global Network Client for Windows Product Support Matrix January 29, 2015

AT&T Global Network Client for Windows Product Support Matrix January 29, 2015 AT&T Global Network Client for Windows Product Support Matrix January 29, 2015 Product Support Matrix Following is the Product Support Matrix for the AT&T Global Network Client. See the AT&T Global Network

More information

Cleveland State University

Cleveland State University Cleveland State University CIS 612 Modern Database Programming & Big Data Processing (3-0-3) Fall 2014 Section 50 Class Nbr. 2670. Tues, Thur 4:00 5:15 PM Prerequisites: CIS 505 and CIS 530. CIS 611 Preferred.

More information

MapR: Best Solution for Customer Success

MapR: Best Solution for Customer Success 2015 MapR Technologies 2015 MapR Technologies 1 MapR: Best Solution for Customer Success Best Product High Growth 700+ Customers Premier Investors Apache Open Source 2X 2X Growth In Direct Customers Growth

More information

Big Data Open Source Stack vs. Traditional Stack for BI and Analytics

Big Data Open Source Stack vs. Traditional Stack for BI and Analytics Big Data Open Source Stack vs. Traditional Stack for BI and Analytics Part I By Sam Poozhikala, Vice President Customer Solutions at StratApps Inc. 4/4/2014 You may contact Sam Poozhikala at spoozhikala@stratapps.com.

More information

Mobile Monetization Scenario Design & Big Data. Arther Wu Senior Director of Monetization and Business Operation

Mobile Monetization Scenario Design & Big Data. Arther Wu Senior Director of Monetization and Business Operation Mobile Monetization Scenario Design & Big Data Arther Wu Senior Director of Monetization and Business Operation Agenda Quick update of Cheetah Mobile Ad Scenario Design Big Data / Relation with Advertising

More information

Collaborative Big Data Analytics. Copyright 2012 EMC Corporation. All rights reserved.

Collaborative Big Data Analytics. Copyright 2012 EMC Corporation. All rights reserved. Collaborative Big Data Analytics 1 Big Data Is Less About Size, And More About Freedom TechCrunch!!!!!!!!! Total data: bigger than big data 451 Group Findings: Big Data Is More Extreme Than Volume Gartner!!!!!!!!!!!!!!!

More information

Hadoop and its Usage at Facebook. Dhruba Borthakur dhruba@apache.org, June 22 rd, 2009

Hadoop and its Usage at Facebook. Dhruba Borthakur dhruba@apache.org, June 22 rd, 2009 Hadoop and its Usage at Facebook Dhruba Borthakur dhruba@apache.org, June 22 rd, 2009 Who Am I? Hadoop Developer Core contributor since Hadoop s infancy Focussed on Hadoop Distributed File System Facebook

More information

BITKOM& NIK - Big Data Wo liegen die Chancen für den Mittelstand?

BITKOM& NIK - Big Data Wo liegen die Chancen für den Mittelstand? BITKOM& NIK - Big Data Wo liegen die Chancen für den Mittelstand? The Big Data Buzz big data is a collection of data sets so large and complex that it becomes difficult to process using on-hand database

More information

MOBILE AD TRENDS 2015

MOBILE AD TRENDS 2015 MOBILE AD S 2015 INNERACTIVE KEY S Inneractive s mobile programmatic platform processes billions of ad requests daily from around the world. We are strong believers in leveraging our data in order to provide

More information

How To Create A Data Visualization With Apache Spark And Zeppelin 2.5.3.5

How To Create A Data Visualization With Apache Spark And Zeppelin 2.5.3.5 Big Data Visualization using Apache Spark and Zeppelin Prajod Vettiyattil, Software Architect, Wipro Agenda Big Data and Ecosystem tools Apache Spark Apache Zeppelin Data Visualization Combining Spark

More information

Marketing. Fire Up Your. Work with WDL s expert team for three months and discover how developing your digital marketing will benefit your business.

Marketing. Fire Up Your. Work with WDL s expert team for three months and discover how developing your digital marketing will benefit your business. Fire Up Your Marketing Work with WDL s expert team for three months and discover how developing your digital marketing will benefit your business. www.websitedesign.co.uk hello@websitedesign.co.uk 01206

More information

Engage Chinese Consumers Through Digital Marketing Channel. David Zhou Director of Overseas Business adsage Corporation 1

Engage Chinese Consumers Through Digital Marketing Channel. David Zhou Director of Overseas Business adsage Corporation 1 Engage Chinese Consumers Through Digital Marketing Channel David Zhou Director of Overseas Business adsage Corporation 1 Benefits of SEMPO Membership Expand Your Knowledge with webinars, hangouts, and

More information

Social Media Get Beyond the Hype and Find Out the True Business Value

Social Media Get Beyond the Hype and Find Out the True Business Value Social Media Get Beyond the Hype and Find Out the True Business Value Feb. 28, 2012 Social Media Get Beyond the Hype and Find Out the True Business Value Feb. 28, 2012 1 Webinar Audio Options Mic & Speakers

More information

DIGITAL MARKETING STRATEGIES Leveraging The Back-End Tools

DIGITAL MARKETING STRATEGIES Leveraging The Back-End Tools DIGITAL MARKETING STRATEGIES Leveraging The Back-End Tools Professional Background RACING INDUSTRY EXPERIENCE: First Job Out of Undergrad: - Arlington Park, Assistant to the VP of Marketing - Sponsorship

More information

Big Data on AWS. Services Overview. Bernie Nallamotu Principle Solutions Architect

Big Data on AWS. Services Overview. Bernie Nallamotu Principle Solutions Architect on AWS Services Overview Bernie Nallamotu Principle Solutions Architect \ So what is it? When your data sets become so large that you have to start innovating around how to collect, store, organize, analyze

More information

Analysis One Code Desc. Transaction Amount. Fiscal Period

Analysis One Code Desc. Transaction Amount. Fiscal Period Analysis One Code Desc Transaction Amount Fiscal Period 57.63 Oct-12 12.13 Oct-12-38.90 Oct-12-773.00 Oct-12-800.00 Oct-12-187.00 Oct-12-82.00 Oct-12-82.00 Oct-12-110.00 Oct-12-1115.25 Oct-12-71.00 Oct-12-41.00

More information

Winning Against All Odds: Big Data for the Budget Travel Industry. Silviu Preoteasa Head of Marketing Technology

Winning Against All Odds: Big Data for the Budget Travel Industry. Silviu Preoteasa Head of Marketing Technology Winning Against All Odds: Big Data for the Budget Travel Industry Silviu Preoteasa Head of Marketing Technology ABOUT Launched in 1999 6M+ visitors / mo 1M+ pages indexed in Google 30,000+ properties listed

More information

The mobile opportunity: How to capture upwards of 200% in lost traffic

The mobile opportunity: How to capture upwards of 200% in lost traffic June 2014 BrightEdge Mobile Share Report The mobile opportunity: How to capture upwards of 200% in lost traffic You ve likely heard that mobile website optimization is the next frontier, and you ve probably

More information

Moving From Hadoop to Spark

Moving From Hadoop to Spark + Moving From Hadoop to Spark Sujee Maniyam Founder / Principal @ www.elephantscale.com sujee@elephantscale.com Bay Area ACM meetup (2015-02-23) + HI, Featured in Hadoop Weekly #109 + About Me : Sujee

More information

Highly available, scalable and secure data with Cassandra and DataStax Enterprise. GOTO Berlin 27 th February 2014

Highly available, scalable and secure data with Cassandra and DataStax Enterprise. GOTO Berlin 27 th February 2014 Highly available, scalable and secure data with Cassandra and DataStax Enterprise GOTO Berlin 27 th February 2014 About Us Steve van den Berg Johnny Miller Solutions Architect Regional Director Western

More information

Cloud Adoption in the Enterprise Distilling Facts from the Hype

Cloud Adoption in the Enterprise Distilling Facts from the Hype Cloud Adoption in the Enterprise Distilling Facts from the Hype Steve Wylie, General Manager, Cloud Connect at UBM Tech @swylie650 March 28, 2014 Enterprise Cloud Adoption Survey 2014 Cloud Adoption in

More information

Data-cubing made-simple! with Spark, Algebird and HBase goo.gl/dbgr0h

Data-cubing made-simple! with Spark, Algebird and HBase goo.gl/dbgr0h Data-cubing made-simple! with Spark, Algebird and HBase goo.gl/dbgr0h Vidmantas Zemleris Agenda Intro Analytics at Vinted What is Data-cubing? Why did we build it? Architecture Preliminaries Metric computation

More information

Hortonworks Architecting the Future of Big Data

Hortonworks Architecting the Future of Big Data Hortonworks Architecting the Future of Big Data Eric Baldeschwieler CEO twitter: @jeric14 (@hortonworks) Formerly VP Hadoop Engineering @Yahoo! 8 Years at Yahoo! Hortonworks Inc. 2011 June 29, 2011 About

More information

Graph Processing with Apache TinkerPop

Graph Processing with Apache TinkerPop Graph Processing with Apache TinkerPop Jason Plurad Software Engineer, IBM Committer, Apache TinkerPop Project Update Graph Landscape A Graph Problem Hands-On Graph http://tinkerpop.apache.org About Me

More information

How Jobvite Works. Share a Jobvite with your network target specific contacts or publish to everyone.

How Jobvite Works. Share a Jobvite with your network target specific contacts or publish to everyone. How Jobvite Works A Jobvite is a job invitation you can share with your contacts in social networks. A recruiter or any employee at your company can send Jobvites to help find the right talent for your

More information

Hadoop2, Spark Big Data, real time, machine learning & use cases. Cédric Carbone Twitter : @carbone

Hadoop2, Spark Big Data, real time, machine learning & use cases. Cédric Carbone Twitter : @carbone Hadoop2, Spark Big Data, real time, machine learning & use cases Cédric Carbone Twitter : @carbone Agenda Map Reduce Hadoop v1 limits Hadoop v2 and YARN Apache Spark Streaming : Spark vs Storm Machine

More information

Copyright 2014, Neudesic. All rights reserved.

Copyright 2014, Neudesic. All rights reserved. 2 Accelerating Modernization Across the Enterprise Cloud Computing User Experience Enterprise Mobility Customer Relationship Management Business Analysis Managed Services Custom Application Development

More information

Online Marketing Strategy and Tactics to Drive Volunteer Recruitment and Awareness

Online Marketing Strategy and Tactics to Drive Volunteer Recruitment and Awareness Online Marketing Strategy and Tactics to Drive Volunteer Recruitment and Awareness 2015 Texas CASA Conference San Marcos, Texas November 6, 2015 43 Applicants 26 Advocates October 2014 September 2015 1

More information

Digital Market Landscape CHINA. Publicitas China Apr 2015

Digital Market Landscape CHINA. Publicitas China Apr 2015 Digital Market Landscape CHINA Publicitas China Apr 2015 642 M Internet Users Penetration Rate: 47% The world s largest internet population, up 9% y-o-y; Source: We Are Social, Jan 2015 565 M Mobile Internet

More information

Big Data Analytics Process & Building Blocks

Big Data Analytics Process & Building Blocks Big Data Analytics Process & Building Blocks Duen Horng (Polo) Chau Georgia Tech CSE 6242 A / CS 4803 DVA Jan 10, 2013 Partly based on materials by Professors Guy Lebanon, Jeffrey Heer, John Stasko, Christos

More information

COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS*

COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS* COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) 2 Fixed Rates Variable Rates FIXED RATES OF THE PAST 25 YEARS AVERAGE RESIDENTIAL MORTGAGE LENDING RATE - 5 YEAR* (Per cent) Year Jan Feb Mar Apr May Jun

More information

COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS*

COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) CHARTERED BANK ADMINISTERED INTEREST RATES - PRIME BUSINESS* COMPARISON OF FIXED & VARIABLE RATES (25 YEARS) 2 Fixed Rates Variable Rates FIXED RATES OF THE PAST 25 YEARS AVERAGE RESIDENTIAL MORTGAGE LENDING RATE - 5 YEAR* (Per cent) Year Jan Feb Mar Apr May Jun

More information

White Paper: What You Need To Know About Hadoop

White Paper: What You Need To Know About Hadoop CTOlabs.com White Paper: What You Need To Know About Hadoop June 2011 A White Paper providing succinct information for the enterprise technologist. Inside: What is Hadoop, really? Issues the Hadoop stack

More information

Stand OUT Stay TOP of mind Sell MORE

Stand OUT Stay TOP of mind Sell MORE Stand OUT Stay TOP of mind Sell MORE Use the arrows to navigate through the pages. next 1/17 [close] What is SEO? Search Engine Optimization (SEO) is the process of improving the volume and quality of

More information

Object Level Authentication

Object Level Authentication Toad Intelligence Central Version 2.5 New in This Release Wednesday, 4 March 2015 New features in this release of Toad Intelligence Central: Object level authentication - Where authentication is required

More information

Native Connectivity to Big Data Sources in MSTR 10

Native Connectivity to Big Data Sources in MSTR 10 Native Connectivity to Big Data Sources in MSTR 10 Bring All Relevant Data to Decision Makers Support for More Big Data Sources Optimized Access to Your Entire Big Data Ecosystem as If It Were a Single

More information

Incubator & Accelerator. ONLINE MARKETING FÜR STARTUPS SUMMARY & OVERVIEW April 2016

Incubator & Accelerator. ONLINE MARKETING FÜR STARTUPS SUMMARY & OVERVIEW April 2016 Incubator & Accelerator ONLINE MARKETING FÜR STARTUPS SUMMARY & OVERVIEW April 2016 Agenda About us (360 Online Performance Group) Intro Online-Marketing Channels & Options -> Display, Performance (SEO,

More information

Introduction to Big Data & Basic Data Analysis. Freddy Wetjen, National Library of Norway.

Introduction to Big Data & Basic Data Analysis. Freddy Wetjen, National Library of Norway. Introduction to Big Data & Basic Data Analysis Freddy Wetjen, National Library of Norway. Big Data EveryWhere! Lots of data may be collected and warehoused Web data, e-commerce purchases at department/

More information

Big Data for everyone Democratizing big data with the cloud. Steffen Krause Technical Evangelist @AWS_Aktuell skrause@amazon.de

Big Data for everyone Democratizing big data with the cloud. Steffen Krause Technical Evangelist @AWS_Aktuell skrause@amazon.de Big Data for everyone Democratizing big data with the cloud Steffen Krause Technical Evangelist @AWS_Aktuell skrause@amazon.de Does this Data make me look big? Overview Designing big data solutions in

More information

Lead Generation: How-To

Lead Generation: How-To Lead Generation: How-To There is a constant battle between Sales and Marketing. Many feel they are one in the same thing, while others understand the difference between them. So, what is the difference,

More information

GENERAL ASSEMBLY & BURNING GLASS TECHNOLOGIES BLURRING LINES BLURRING LINES

GENERAL ASSEMBLY & BURNING GLASS TECHNOLOGIES BLURRING LINES BLURRING LINES BLURRING LINES How Business and Technology Skills Are Merging to Create High Opportunity Hybrid Jobs 2 INTRODUCTION Over the last several years, new tools have made programming and data analysis accessible

More information

An Open Source Memory-Centric Distributed Storage System

An Open Source Memory-Centric Distributed Storage System An Open Source Memory-Centric Distributed Storage System Haoyuan Li, Tachyon Nexus haoyuan@tachyonnexus.com September 30, 2015 @ Strata and Hadoop World NYC 2015 Outline Open Source Introduction to Tachyon

More information

TAAI 2012 Panel Discussion: Big Data. About Me: Chin Yew Lin

TAAI 2012 Panel Discussion: Big Data. About Me: Chin Yew Lin TAAI 2012 Panel Discussion: Big Data Chin Yew Lin cyl@microsoft.com Microsoft Research Asia About Me: Chin Yew Lin Senior Researcher, Knowledge Mining Group, Microsoft Research Asia Areas of Interest Natural

More information

Sampi Marketing. Reach across the Great Wall! www.sampi.co

Sampi Marketing. Reach across the Great Wall! www.sampi.co Sampi Marketing Reach across the Great Wall! www.sampi.co Do you have a product or service to offer for Chinese market? How can you start selling it in China? How can you reach Do you have a millions of

More information

The little elephant driving Big Data

The little elephant driving Big Data The little elephant driving Big Data Despite the funny-sounding name, Hadoop is a serious enterprise software suite that drives Big Data Hadoop enables the storage and processing of very large databases

More information

BIG DATA: BIG BOOST TO BIG TECH

BIG DATA: BIG BOOST TO BIG TECH BIG DATA: BIG BOOST TO BIG TECH Ms. Tosha Joshi Department of Computer Applications, Christ College, Rajkot, Gujarat (India) ABSTRACT Data formation is occurring at a record rate. A staggering 2.9 billion

More information

Business Intelligence in a Hybrid Cloud Environment

Business Intelligence in a Hybrid Cloud Environment Business Intelligence in a Hybrid Cloud Environment Kshitij Kumar Global VP of BI/EPM and CTO Apps Associates LLC August 20, 2015 Copyright 2015. Apps Associates LLC. 1 Agenda Evolution of Hybrid Cloud

More information

Internet Marketing [points 1-8] INR 17,950 (16,000+1,950) (inclusive of all taxes)

Internet Marketing [points 1-8] INR 17,950 (16,000+1,950) (inclusive of all taxes) Internet Marketing [points 1-8] INR 17,950 (16,000+1,950) (inclusive of all taxes) Digital Marketing [points 1-16] INR 24,750 (22,000+2,750) (inclusive of all taxes) 1. Digital Marketing Outline [3 hours]

More information

Berkeley Data Analytics Stack:! Experience and Lesson Learned

Berkeley Data Analytics Stack:! Experience and Lesson Learned UC BERKELEY Berkeley Data Analytics Stack:! Experience and Lesson Learned Ion Stoica UC Berkeley, Databricks, Conviva Research Philosophy Follow real problems Focus on novel usage scenarios Build real

More information

2016 Mobile Social Ticketing Survey. Conducted by:

2016 Mobile Social Ticketing Survey. Conducted by: 2016 Mobile Social Ticketing Survey Conducted by: other Introduction As we enter 2016 there are several questions hanging above the future of the live entertainment ticketing industry. What are today's

More information

WHITE PAPER USING CLOUDERA TO IMPROVE DATA PROCESSING

WHITE PAPER USING CLOUDERA TO IMPROVE DATA PROCESSING WHITE PAPER USING CLOUDERA TO IMPROVE DATA PROCESSING Using Cloudera to Improve Data Processing CLOUDERA WHITE PAPER 2 Table of Contents What is Data Processing? 3 Challenges 4 Flexibility and Data Quality

More information

Big Data: Are You Ready? Kevin Lancaster

Big Data: Are You Ready? Kevin Lancaster Big Data: Are You Ready? Kevin Lancaster Director, Engineered Systems Oracle Europe, Middle East & Africa 1 A Data Explosion... Traditional Data Sources Billing engines Custom developed New, Non-Traditional

More information

Amplify Conversations to Convert Prospects to Customers. B2B Event Marketing Tactics Workbook

Amplify Conversations to Convert Prospects to Customers. B2B Event Marketing Tactics Workbook Amplify Conversations to Convert Prospects to Customers B2B Event Marketing Tactics Workbook In this part-guide, part-workbook, get to know the tactics of B2B event marketing and how to make it work for

More information

B B Q. Campaigns That Drive Action ~ Newsletters & Announcements featuring Email and Social Engagement

B B Q. Campaigns That Drive Action ~ Newsletters & Announcements featuring Email and Social Engagement 2014 Halfmoon Yoga B B Q Campaigns That Drive Action ~ Newsletters & Announcements featuring Email and Social Engagement Anissa Starnes Director, National Organizations astarnes@constantcontact.com facebook.com/anissactct

More information

Ali Ghodsi Head of PM and Engineering Databricks

Ali Ghodsi Head of PM and Engineering Databricks Making Big Data Simple Ali Ghodsi Head of PM and Engineering Databricks Big Data is Hard: A Big Data Project Tasks Tasks Build a Hadoop cluster Challenges Clusters hard to setup and manage Build a data

More information

The State of the Internet

The State of the Internet The State of the Internet 2 nd Quarter 2012 #SOI12 Agenda 1. The State of the Internet Overview 2. Competition in Online Music 3. Traffic Patterns in Online Video 4. The Changing Face of Social Media 5.

More information

workshop Industry Trends MILLION DOLLAR PIPELINE PROGRAM NOTEBOOK

workshop Industry Trends MILLION DOLLAR PIPELINE PROGRAM NOTEBOOK workshop Industry Trends MILLION DOLLAR PIPELINE PROGRAM NOTEBOOK Industry Trends page 2 Industry Trends featuring Technology Director Travis Saxton of REAL Trends REAL Trends is considered the leading

More information

Sino EU workshop EuroCloud Congress 2013 16 th of October, Chambre de Commerce 7, rue Alcide de Gasperi L-1013 Luxembourg

Sino EU workshop EuroCloud Congress 2013 16 th of October, Chambre de Commerce 7, rue Alcide de Gasperi L-1013 Luxembourg Sino EU workshop EuroCloud Congress 2013 16 th of October, Chambre de Commerce 7, rue Alcide de Gasperi L-1013 Luxembourg Proposed Agenda A. Chinese Institute of electronics (CIE)&Chinese Ministry of Industry

More information

Extending the Enterprise Data Warehouse with Hadoop Robert Lancaster. Nov 7, 2012

Extending the Enterprise Data Warehouse with Hadoop Robert Lancaster. Nov 7, 2012 Extending the Enterprise Data Warehouse with Hadoop Robert Lancaster Nov 7, 2012 Who I Am Robert Lancaster Solutions Architect, Hotel Supply Team rlancaster@orbitz.com @rob1lancaster Organizer of Chicago

More information

Will the TTIP Create a Made in America Big Data Surveillance System?

Will the TTIP Create a Made in America Big Data Surveillance System? Will the TTIP Create a Made in America Big Data Surveillance System? Why the Transatlantic Trade and Investment Partnership (TTIP) Could Expand NSA and Other Governmental and Commercial Surveillance on

More information