Big Data Ppt PPT
Oracle’s Big Plans For Big Data Analysis By Doug Henschen, InformationWeek, Oct 4th, 2011 Presented by Group 7: Sam Tucker and Ayoung Noh Summary Oracle is going to release new big data hardware and software Big Data Appliance Supports NoSQL Implements R statistical analysis software ...
Title: How “big data” will change your life….(and the world) Author: Home Last modified by: mackeyca Created Date: 10/5/2012 12:19:35 AM Document presentation format
Big Data, Bigger Data & Big R Data Birmingham R Users Meeting 23rd April 2013 Andy Pryke Andy@The-Data-Mine.co.uk / @AndyPryke My Bias… I work in commercial data mining, data analysis and data visualisation Background in computing and artificial intelligence Use R to write programs which ...
Big Data and Cloud Computing: Current State and Future Opportunities. EDBT 2011 Tutorial. Divy Agrawal, Sudipto Das, and Amr El Abbadi. Department of Computer Science
Title: System Software Considerations for Cloud Computing on Big Data Author: Michael Kozuch Last modified by: Michael A Kozuch Created Date: 6/23/2006 10:46:55 PM
What Does ‘Big Data’ Mean and Who Will Win? Michael Stonebraker * The Meaning of Big Data - 3 V’s Big Volume With simple (SQL) analytics With complex (non-SQL) analytics Big Velocity Drink from the fire hose Big Variety Large number of diverse data sources to integrate * Big Volume ...
Title: Sort with SAS and Big Data Author: aldi Last modified by: aldi Created Date: 6/2/2008 1:27:50 PM Document presentation format: On-screen Show (4:3)
Thrivent Financial for Lutherans Leon Katsnelson [email protected] IBM Confidential IBM IOD 2011 * Prensenter name here.ppt IBM IOD 2011 * Prensenter name here.ppt * * IBM IOD 2011 * Prensenter name here.ppt * * Big data has become a business issue, or at least an issue that business people are ...
Architecting Virtualized Infrastructure for Big Data Richard McDougall @richardmcdougll CTO, Application Infrastructure, Big Data Lead, VMware, Inc
NASD (Network-Attached Secure Disks) “A Cost-Effective, High-Bandwidth Storage Architecture”. Gibson et al. ASPLOS’98 Shimin Chen Big Data Reading Group Presentation
ITU Workshop on ICT Innovations (Geneva, Switzerland, 20-21 March 2012) Innovation in big data analytics: from lab to market to standards Filippo Dal Fiore, PhD
Retail—The First Industry to Surf the Big Data Tsunami Before Big Data was really big, retail data was the “big” measurement standard. When you factor out science, government, and social media, it still is. t Why was Retail the First to Catch the Big Data Wave?
What Is Big Data? There is not a consensus as to how to define big data “Big data exceeds the reach of commonly used hardware environments and software tools to capture, manage, and process it with in a tolerable elapsed time for its user population.”Teradata Magazine article,
Real Time Analytics for Big Data ... 8_May 2011 LTD PPT 9_May 2011 LTD PPT 10_May 2011 LTD PPT 11_May 2011 LTD PPT 12_May 2011 LTD PPT 13_May 2011 LTD PPT Real Time Analytics for Big Data A Twitter Inspired Case Study We’re Living in a Real Time World ...
Challenges for Data Intensive Science - from the Humanities perspective - Peter Wittenburg more data yes or no? short history of speech recognition until 70-ties knowledge based systems relied on phonetic knowledge radical shift to stochastic techniques (HMM, ANN, etc.) rely only on mathematics ...
Title: Big Data Overview of storage and processing Author: Duncan Last modified by: Duncan Created Date: 1/28/2013 1:36:36 AM Document presentation format
[[The Wikibon Project]] Big Data and Hadoop: Key Drivers, Ecosystem and Use Cases November 2011 What is Big Data? 2 Big Data n Data sets whose size, type and/or speed make them impractical to process and analyze with traditional database technologies and related data management tools.
Big Data Flows vs. Wicked Leaks Jeff Jonas, IBM Distinguished Engineer Chief Scientist, IBM Entity Analytics [email protected] December 1, 2010
Big Data Challenges for CI The Big Data responsibilities of CyberGIS Emerging data opportunities… PowerPoint Presentation PowerPoint Presentation HPC Analysis challenges of massive data in Earth Science What’s limiting the task? ...
The Chubby lock service for loosely-coupled distributed systems Mike Burrows (Google), OSDI 2006 Shimin Chen Big Data Reading Group Introduction What is Chubby?
Algorithm Efficiency, Big O Notation, and Role of Data Structures/ADTs Algorithm Efficiency Big O Notation Role of Data Structures Abstract Data Types
Big Data ETF Ariel Brunn, Nicholas Brady, Brian Deshayes, Tim Hebenstreit, Sahar Saidi Thomas Schwab Presentation Overview Portfolio Manager: Ariel Brunn Big Data ETF What does it hold?
Big Data DistilledSeparating the hype from reality. Mike King. Technical Fellow. Fedex Services. November 8, 2012. Midsouth DAMA
SAMPLE SIZE: Is the sample big enough to get a good average value? SELECTION OF SAMPLE: Does the composition of the sample reflect the composition of the population? Factors that contribute to sampling bias Factors such as location, ... THE DATA SHOULD CONVINCE YOU, NOT THE WORDS USED!
Modernizing Business with BIG DATA Aashish Chandra Divisional VP, Sears Holdings Global Head, Legacy Modernization, MetaScale Big Data fueling Enterprise Agility Harvard Business Review refers Sears Holdings Hadoop use case - Big Data's Management Revolution!
And InfoSphere Warehouse allows you to start small, but grow as big as you need to. To help organizations achieve results faster, ... The data models include interrelated business glossaries, enterprise data warehouse and reporting requirements models.
Title: Tera-scale Data Visualization Author: hwshen Last modified by: hwshen Created Date: 5/13/2001 6:16:50 PM Document presentation format: On-screen Show
Using SAS/Hadoop to Support Marketing Analytics with Big Data Kerem Tomak VP, Marketing Analytics, Macys.com Agenda Who is the customer? Life and death of a customer Data galore Crystal Ball What matters the most…
Dividers Template and Content
Evolution of Big Data in USA. YANG, Haiqin. 2013-04-22. Do you know Big Data occurs 130 years ago? What is thechanging of Big Data? What drives the birth of modern Big Data?The development of Big Data was initiated in USA.
April 2013 Tom Deutsch, MBA Program Director, IBM Big Data & Advanced Analytics Co-founder IBM Big Data Commercial Efforts 300+ Big Data Customer Engagements Monthly Columnist for IBM Data Magazine Co-Author, Harness the Power of Big Data & Understanding Big Data: Twitter: @thomasdeutsch Big ...
MapReduce is a programming model Google has used successfully is processing its “big-data” sets (~ 20000 peta bytes per day) A map function extracts some intelligence from raw data. A reduce function aggregates according to some guides the data output by the map.
Big Ideas Data Analysis 1. A collection of objects with various attributes can be classified or sorted in different ways. A single object can belong to more than one class.
Data Structures & Algorithm Analysis Rada Mihalcea ... Logarithmic vs. polynomial ? Some Numbers “Relatives” of Big-Oh “Relatives” of the Big-Oh (f(n)): Big Omega – asymptotic lower bound (f(n)): Big Theta – asymptotic tight bound Big-Omega ...
Service-generated Big Data and Big Data-as-a-Service: An Overview. ZibinZheng. Department of Computer Science & Engineering. The Chinese University of Hong Kong
An Introduction to Big Data Harry E. Pence TLTC Faculty Fellow for Emerging Technologies Harry E. Pence 2013 Some Learning Management Systems already display a "dashboard" of a student’s performance.
Chapter X: Big Data Chapter X: Big Data Map Reduce The Map reduce paradigm Distributed File Systems Hadoop Big Data Storage Systems The MapReduce Paradigm Platform for reliable, scalable parallel computing Abstracts issues of distributed and parallel environment from programmer.
Title: The Cloud, “Big Data” and Supporting a Major Ground Data System on $5 a Day Subject: Cloud Computing Author: Douglas Hughes Keywords: cloud computing ground data system
Big Data is produced by the collision of cheaper, faster computing with very large social networks. In 1980 a terabyte of disk storage cost $14 million; now it costs about $30. Amazon or Google will “rent” a cloud-based supercomputer cluster for only a few hundred dollars an hour.
Rise of Big Data in Higher Education EDUCAUSE Webinar March 22, 2012 By: Louis Soares Center For American Progress * Raise Awareness (Analytics IQ) Data, Information, Analytical tools and applications Embedded Analytics in Student Success Processes Culture of Performance Measurement and ...
High Level Group for the Modernization of Statistical Products and Services Big Data: Big Opportunity! Gosse van der Veen, Statistics Netherlands
brief introduction to relational database and big data analysis Kunihiko Kaneko Relational Database Problems in data sharing Data is encoded in data files Other users can understand the data files ?
Google Scale Building Blocks Google File System Chubby Data model: a big map SSTable Tablet Table Finding a tablet Servers Editing a table Compactions Locality Groups Microbenchmarks Slide 17 Application at Google Lessons learned ...
Database tools/features to combine different data types in a meaningful way that aids interpretation General approach Challenges for Re-Sequencing Data Analysis Trace data examination Acknowledgements DNA Sequencing: ...
Analyze Big 5 Data and other data sources on a regular basis and share with faculty 8. PBIS Team Established a. Membership, meeting times, leader, roles, agenda, etc. b. Alignment and communication with other initiatives 9.
Overview of the Big Bend Regional Aerosol and Visibility Observational (BRAVO) study: Understand the long-range, trans-boundary transport of visibility-reducing particles from regional sources in the U.S. and Mexico
Introduction (Outline) The Software Development Process Performance Analysis: the Big Oh. Abstract Data Types Introduction to Data Structures The Software Development Process Software Development Requirement analysis, leading to a specification of the problem Design of a solution Implementation ...
Title: Discuss the Big Data Benchmarking Author: Administrator Last modified by: Tilmann Rabl Created Date: 6/6/2012 1:30:27 AM Document presentation format
... GPFS FPO Connector A Comprehensive solution for big data analytics BI / Reporting Exploration / Visualization Functional App Industry App Predictive Analytics Content Analytics Analytic Applications Big Data Platform Systems Management Application Development Visualization & Discovery ...
* * What do people use big data for? First, they use it to generate reports to track and better understand business processes, ransactions Second, they use it to diagnose and answer questions such as Why the user engagement dropping?, why is the system slow?