SpagoBI and Talend jointly support Big Data scenarios

Transcription

1 SpagoBI and Talend jointly support Big Data scenarios Monica Franceschini - SpagoBI Architect SpagoBI Competency Center - Engineering Group

2 Big-data Agenda Intro & definitions Layers Talend & SpagoBI SpagoBI big-data roadmap

3 Big Data - 3Vs "Big data" is high-volume, high-velocity and high-variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making. Source: The Importance of 'Big Data': A Definition, Mark Beyer, Douglas. Gartner, 21 June VOLUME The increase in data volumes within enterprise systems is caused by transaction volumes and other traditional data types, as well as by new types of data. Too much volume is a storage issue, but too much data is also a massive analysis issue VARIETY IT leaders have always had an issue translating large volumes of transactional information into decisions now there are more types of information to analyze mainly coming from social media and mobile (context-aware). Variety includes tabular data (databases), hierarchical data, documents, , metering data, video, still images, audio, stock ticker data, financial transactions and more. VELOCITY This involves streams of data, structured record creation, and availability for access and delivery. Velocity means both how fast data is being produced and how fast the data must be processed to meet demand Gartner Press Release, Gartner Says Solving Big Data Challenge Involves More Than Just Managing Volumes of Data, June 27, 2011

4 Big Data- 3Vs & more VARIABILITY variance in meaning, in lexicon VERACITY 1 in 3 business leaders don t trust the information they use to make decisions. How can you act upon information if you don t trust it? Establishing trust in big data presents a huge challenge as the variety and number of sources grows. VALUE The economic value of different data varies significantly. Typically there is good information hidden amongst a larger body of nontraditional data; the challenge is identifying what is valuable and then transforming and extracting that data for analysis.

5 Big data - Layers Infastructure On-site IaaS Data management: capture cleaning loading store ETL View and Analyse Text analysis Text mining exploration, navigation, presentation Business Intelligence Application Cloud SaaA Services

6 Big data & Businessn Intelligence Tasks: Manage big-data (ETL) Talend Read, interpret and show big-data (BI) SpagoBI Big-data and real-time (BI) SpagoBI

7 Talend - Big Data Management Big Data Production RDBMS Analytical DB NoSQL DB ERP/CRM SaaS Social Media Web Analytics Log Files RFID Call Data Records Sensors Machine-Generated Big Data Management Big Data Integration Big Data Quality Big Data Consumption Mining Analytics Storage Processing Filtering Parsing Checking Search Enrichment Turn Big Data into actionable information

8 Talend Goal: democratize Big Data Talend Open Studio for Big Data Big Data for the Masses Improves efficiency of big data job design with graphic interface Abstracts and generates code HCatalog Run transforms inside Hadoop Native support for HDFS, Sqoop, HBase, Mahout, Pig, Hive & MapReduce code generat an open source ecosystem Apache License 2.0 Embedded in Hortonworks Data Platform Certifed with Cloudera, MapR and Grenplum

9 ETL: Analytical databases & appliances Connectors from/to: Greenplum Netezza Sybase Teradata VectorWise Vertica HDFS HBase Hive Cassandra MongoDB

10 SpagoBI - load Certified appliances: Teradata VectorWise Connectors from: Cassandra HBase Hive Impala Hadoop RT with: Storm WSO2 More: Scheduled data-set In-memory data set

11 SpagoBI - meaning Connectors from: Neo4J Freebase OrientDB Support for open standards: RDF (Resource Description Framework) OWL (Web Ontology Language) R Mahout Text mining

12 SpagoBI - show Explorative front-end Network analysis Exploration In-memory Data visualization

13 SpagoBI - roadmap Capture / Store Talend, connector to/from: Greenplum Netezza Sybase Teradata VectorWise Vertica HDFS HBase Hive Cassandra MongoDB LOAD Certified appliances: Teradata VectorWise Connectors from: Cassandra HBase Hive Impala Hadoop MongoDB RT with: Storm WS02 More: Scheduled data-set In-memory data set

14 SpagoBI - roadmap Meaning Show Connectors from: Explorative front-end Network analysis Data visualization Neo4J Freebase OrientDB Support for open standards: RDF OWL Services Mining R MashR Text mining Big data as a service Multitenant Cloud BI as a service (ad-hoc+self-service) Data scientist

15 Bundle Talend -SpagoBI SpagoBI and Talend announce their bundle! The bundle will provide: a distribution of both tools interacting one with each other a use-case that can be run to explore their functionalities

16 @twittmonique