Simplifying Big Data Integration A Software as a Service Approach ~ Preliminary Analysis and Design ~

Size: px
Start display at page:

Download "Simplifying Big Data Integration A Software as a Service Approach ~ Preliminary Analysis and Design ~"

Transcription

1 The BigIaS Platfrm Simplifying Big Data Integratin A Sftware as a Service Apprach ~ Preliminary Analysis and Design ~ September 5 th, 2013 Sgndal, Nrway Dumitru Rman Claudia Daniela Pp Rxana Iana Rman Bjørn Magnus Mathisen Cntact: 1

2 Cntext: Big Data and Our Primary Fcus Addresses things that can be dne at a large scale but cannt be dne at a smaller ne Extract new insights r create new frms f value in ways that change stakehlders and relatinships between them Causality vs. crrelatins: nt knwing why but nly what Challenges the basic traditinal understanding f hw t make decisins Hetergeneity Change 2

3 Overview The prblem Data integratin - a cmplex, unslved prblem Tls addressing varius aspects f data integratin prcess can hardly be used tgether fr mre cmplex, interesting integratin tasks => High cst f data integratin at large scale, rather cmplicated and time cnsuming prcess The gal: Simplify data integratin at large scale! Enable users with limited technical data integratin skills t get frm raw data t insightful data with minimal effrt The apprach Semantic-based data integratin Flexible and custmizable wrkflws f data integratin tls (applicatin integratin) => A Sftware-as-a-Service fr data integratin at large scale 3

4 The BigIaS Platfrm UX Prtal and widgets Platfrm Layer Data peratins Entity extractin Data crawling Data linking Visualizatin Streaming Talend Data Integratin C SPARQL Karma Grk/ NUPIC Open Refine Trident ML Tabula UIMA/ Gate Talend ESB Silk Map4Rdf LdSpider LdLive Other Data Layer Strage services Streaming services Sesame OWLIM Streaming Data Sets 3 rd party 3 rd party 3 rd party Open Data LOD 4

5 Evaluated tls/appraches 1. Applicatin Integratin Talend ESB 2. Data Prcessing Talend Data Integratin Tabula Karma Open Refine UIMA GATE Silk LdSpider 3. Strage Sesame OWLIM 4. Visualizatin Map4Rdf LdLive 5. Real-time Machine Learning Trident ML Grk/NUPIC 5. Streaming C-SPARQL 5

6 Prpsed Integratin Wrkflws 1. Data Cntextualizatin 2. Entity Discvery 3. Data Linking 4. Data Visualizatin 5. Real-time Machine Learning 6. RDF Streaming 6

7 Data Cntextualizatin *OWL Excel, CSV, XML, etc. Integratin with external data (Karma, Open Refine) PDF Excel Relatinal DB X2CSV (Tabula PDF, Open Refine, Karma) Exprt RDF (Karma, Open Refine) Open Refine: files: TSV, CSV, *SV, Excel (.xls and.xlsx), JSON, XML, RDF as XML and Ggle Dcs Web Services Karma: databases: MySQL, SQL Server, ORACLE, PstGIS files: Excel, CSV, XML, JSON, KML Web Services Tabula: PDF Data Cleaning (Open refine) Stre RDF (Sesame + OWLIM) SPARQL endpint * OWL file can be imprted r cnfigured 7

8 Entity Discvery *OWL Exprt RDF Stre RDF SPARQL endpint (Karma, Open Refine) (Sesame + OWLIM) CSV Excel Entity Extractin (UIMA, Gate) Recncile against: Gate: files: text files UIMA: files: text, audi, vide Entity Cntextualizatin Open Refine (Recncile Plug In) Sparql Endpint RDF file Sindice service (Twitter, Freebase, DBpedia, and ther datasets, relevant fr the data) * OWL file can be imprted r cnfigured 8

9 Data Linking SPARQL endpint CSV Excel Relatinal DB X2RDF (Open Refine, Karma) Stre RDF (Sesame + OWLIM) Link Discvery (SILK) Open Refine: files: TSV, CSV, *SV, Excel (.xls and.xlsx), JSON, XML, RDF as XML and Ggle Dcs Web Services Karma: databases: MySQL, SQL Server, ORACLE, PstGIS files: Excel, CSV, XML, JSON, KML Web Services Stre RDF (Sesame + OWLIM) SPARQL endpint 9

10 Data Visualizatin Data Cntextualizatin Sparql Endpint CSV Excel Relatinal DB Entity Discvery Data Visualizatin (Map4RDF, LdLive) GUI Data Linking 10

11 Real time Machine Learning Data Cntextualizatin Sparql Endpint CSV Excel Relatinal DB Entity Discvery Data Linking Real time Machine Learning (GROK/NUPIC, Trident ML) Patterns C Sparql Query Generatr C Sparql queries Streaming Service (DB, e.g. JSON) Real Time RDFizatin Service 11

12 RDF Streaming C Sparql queries Real Time RDFizatin Service Streaming Service (DB, e.g. JSON) Real time Machine Learning (GROK/NUPIC, Trident ML) Streaming Engine (C Sparql) RDF 12

13 Cre Technlgical Prerequisites Tl Open Refine Karma UIMA Silk C Sparql Prerequisites GREL Functins GREL Examples Create ntlgies Ontlgies frm Karma Web Interface Regular Expressins Silk Link Specificatin Language (Silk LSL) C Sparql language 13

14 Relevant upcming research prjects (currently under negtiatins) Data Publishing thrugh the Clud: A Data- and Platfrm-as-a- Service Apprach fr Efficient Data Publicatin and Cnsumptin (DaPaaS) The DaPaaS prject aims t deliver an integrated DaaS and PaaS envirnment fr pen data the DaPaaS platfrm tgether with supprting activities fr effective and efficient publicatin and cnsumptin f data and creatin f applicatins using the data. Expected t start Nv 2013 Budget ~2.1M (~1.5M ) fr 2 years (EC funded) 14

15 15

16 Relevant upcming research prjects (currently under negtiatins cnt ) PraSense The Practive Sensing Enterprise The gal is t prvide a very scalable, distributed architecture fr the management and prcessing f big-data that will enable cntinuus mnitring f the need fr the service adaptatin and prpse crrespnding changes in an (semi-) autmatic way. Expected t start Nv 2013 Budget ~4.2M (~3.2M ) fr 3 years (EC funded) 16

17 17

18 Relevant upcming research prjects (currently under negtiatins cnt ) SmartOpenData Open Linked Data fr envirnment prtectin in Smart Regins SmartOpenData aims t define mechanisms fr acquiring, adapting and using Open Data prvided by existing surces fr envirnment prtectin in Eurpean prtected areas Expected t start Nv 2013 Budget ~3.4M (~2.5M ) fr 2 years (EC funded) 18

19 Relevant upcming research prjects (currently under negtiatins cnt ) INFRARISK Nvel Indicatrs fr identifying critical INFRAstructure at RISK frm natural Hazards Develp reliable stress tests n Eurpean critical infrastructure using integrated mdelling tls fr decisin-supprt. It will lead t higher infrastructure netwrks resilience t rare and lw prbability extreme events, knwn as black swans. Expected t start Oct 2013 Budget ~3.6M (~2.8M ) fr 2 years (EC funded) 19

20 Relevant nging research prjects BigFut Analyzing Big Data: Preparing fr the Future f Intelligent Infrmatin Management SINTEF Internal prject Gals: Analyze and integrate a suit f technlgical appraches and techniques Advance dem/prttype implementatin t penetrate the market in the shrt term Jan-Dec

21 Relevant nging research prjects (cnt ) CITI-SENSE develp Citizen s Observatries t empwer citizens t: Cntribute t and participate in envirnmental gvernance Supprt and influence cmmunity and plicy pririties and assciated decisin making Cntribute t Glbal Earth Observatin System f Systems (GEOSS) 27 partners (EC fuded) sense.eu/ 21

22 Summary and Outlk What s new here The platfrm itself, implementing flexible data integratin wrkflws A set f cmpnents (e.g. Real-time RDFizatin f streams, C-Sparql Query Generatr) What s challenging Applicatin integratin Cnsistent scalability thrughut wrkflws Platfrm deplyment n clud envirnments Use f new, unprven technlgies and many thers Shrt-term plan (end f September) Get the first prttype implementing the prpsed wrkflws Experiment with sme data / simple use cases (e.g. CITI-SENSE data) 22

23 Thank yu! Q&A 23

Configuring, Monitoring and Deploying a Private Cloud with System Center 2012 Boot Camp

Configuring, Monitoring and Deploying a Private Cloud with System Center 2012 Boot Camp Cnfiguring, Mnitring and Deplying a Private Clud with System Center 2012 Bt Camp Length: 5 Days Technlgy: Micrsft System Center 2012 Delivery Methd: Instructr-led Hands-n Audience Prfile This curse is

More information

Business Intelligence represents a fundamental shift in the purpose, objective and use of information

Business Intelligence represents a fundamental shift in the purpose, objective and use of information Overview f BI and rle f DW in BI Business Intelligence & Why is it ppular? Business Intelligence Steps Business Intelligence Cycle Example Scenaris State f Business Intelligence Business Intelligence Tls

More information

Beyond early adoption - what is the road ahead for the Internet of Things?

Beyond early adoption - what is the road ahead for the Internet of Things? Machina Research Beynd early adptin - what is the rad ahead fr the Internet f Things? Jim Mrrish, Funder and Chief Research Officer March 2015 Abut Machina Research Machina Research is the wrld s leading

More information

Professional Leaders/Specialists

Professional Leaders/Specialists Psitin Prfile Psitin Lcatin Reprting t Jb family Band BI/Infrmatin Manager Wellingtn Prfessinal Leaders/Specialists Band I Date February 2013 1. POSITION PURPOSE The purpse f this psitin is t: Lead and

More information

Copernicus & Big Data: A Perspective from the European EO Services Industry. Geoff Sawyer: EARSC Secretary General

Copernicus & Big Data: A Perspective from the European EO Services Industry. Geoff Sawyer: EARSC Secretary General Cpernicus & Big Data: A Perspective frm the Eurpean EO Services Industry. Geff Sawyer: EARSC Secretary General What is EARSC? EARSC is a trade assciatin (NPO), funded in 1989, which represents cmpanies:

More information

OR 2) Implement and customize an off the shelf product that would suit the requirements

OR 2) Implement and customize an off the shelf product that would suit the requirements CRM Custmer Relatinship Management Request fr Prpsal (RFP) Created by : Gayathri Jaganathan Rle : Prject Manager Prpsal Date: 10/02/06 Organizatin: AIM Alliance Inspectin Management Cmpany Lcatin : 28235

More information

Service Management - Framework 2013

Service Management - Framework 2013 Service - Framewrk 2013 Getting Started Right with Service System Netwrk Firewall Sftware Service App With the right framewrk, enterprises f almst any size small t large can implement effective functinal

More information

Restricted Document. Pulsant Technical Specification

Restricted Document. Pulsant Technical Specification Pulsant Technical Specificatin Title Pulsant Dedicated Server Department Prduct Develpment Cntributrs RR Classificatin Restricted Versin 1.0 Overview Pulsant ffer a Dedicated Server service t underpin

More information

OFFICIAL JOB SPECIFICATION. Network Services Analyst. Network Services Team Manager

OFFICIAL JOB SPECIFICATION. Network Services Analyst. Network Services Team Manager JOB SPECIFICATION FUNCTION JOB TITLE REPORTING TO GRADE WORK PATTERN LOCATION IT & Digital Netwrk Services Analyst Netwrk Services Team Manager Band D Full-time Birmingham TRAVEL REQUIRED Occasinally ROLE

More information

1)What hardware is available for installing/configuring MOSS 2010?

1)What hardware is available for installing/configuring MOSS 2010? 1)What hardware is available fr installing/cnfiguring MOSS 2010? 2 Web Frnt End Servers HP Prliant DL 380 G7 2 quad cre Intel Xen Prcessr E5620, 2.4 Ghz, Memry 12 GB, 2 HP 146 GB drives RAID 5 2 Applicatin

More information

Feature Guide. Virto Commerce Platform

Feature Guide. Virto Commerce Platform Feature Guide Virt Cmmerce Platfrm Fr mre infrmatin abut Virt Cmmerce, visit virtcmmerce.cm r call + 1 323 570 5588 t speak t a representative. Virt Cmmerce Platfrm: Fundatin fr Yur Business Virt Cmmerce

More information

Information Day Green Vehicles session State of play of the implementation of the Multi-annual Roadmap

Information Day Green Vehicles session State of play of the implementation of the Multi-annual Roadmap Infrmatin Day Green Vehicles sessin State f play f the implementatin f the Multi-annual Radmap Jean-Luc di PAOLA-GALLONI 16 th Octber 2015 - Brussels Multiannual Radmap 2014-2020 The EGVI PPP Multiannual

More information

AMERITAS INFORMATION TECHNOLOGY DISASTER RECOVERY AND DATA CENTER STRATEGY

AMERITAS INFORMATION TECHNOLOGY DISASTER RECOVERY AND DATA CENTER STRATEGY AMERITAS INFORMATION TECHNOLOGY DISASTER RECOVERY AND DATA CENTER STRATEGY O VERVIEW There are currently 3 primary Data Center lcatins (Lincln, Cincinnati, and Calvert) and 2 secndary (Fallbrk and Philadelphia).

More information

TCO USE OF SOFIA2 AS BACKEND VS CUSTOM DEVELOPMENT ON A RELATIONAL DATABASE

TCO USE OF SOFIA2 AS BACKEND VS CUSTOM DEVELOPMENT ON A RELATIONAL DATABASE TCO USE OF SOFIA2 AS BACKEND VS CUSTOM DEVELOPMENT ON A RELATIONAL DATABASE APRIL 2015 Versión 1 1 INDICE 1 INDICE... 2 2 OBJECTIVES AND SCOPE OF THE DOCUMENT... 3 3 WHAT IS SOFIA2?... 4 3.1 DIFFERENTIAL

More information

Towards Dynamic Adaptation within an ESB-based Service Infrastructure Layer

Towards Dynamic Adaptation within an ESB-based Service Infrastructure Layer Twards Dynamic Adaptatin within an ESB-based Service Infrastructure Layer Laura Gnzález and Raúl Ruggia MONA+, 1st December, 2010 Uruguay Institut de Cmputación Facultad de Ingeniería Universidad de la

More information

Securely Managing Cryptographic Keys used within a Cloud Environment

Securely Managing Cryptographic Keys used within a Cloud Environment Securely Managing Cryptgraphic Keys used within a Clud Envirnment Dr. Sarbari Gupta sarbari@electrsft-inc.cm 703-437-9451 ext 12 2012 NIST Cryptgraphic Key Management Wrkshp September 10-11, 2012 Intrductin

More information

Datasheet. PV4E Management Software Features

Datasheet. PV4E Management Software Features PV4E Management Sftware Features PV4E is a field prven cmprehensive slutin fr real-time cntrl ver netwrk infrastructure and devices The new and refreshed Graphic User Interface (GUI) is nw even mre attractive,

More information

Data Abstraction Best Practices with Cisco Data Virtualization

Data Abstraction Best Practices with Cisco Data Virtualization White Paper Data Abstractin Best Practices with Cisc Data Virtualizatin Executive Summary Enterprises are seeking ways t imprve their verall prfitability, cut csts, and reduce risk by prviding better access

More information

WHITEPAPER Reference Architectures for Portal-based Rich Internet Applications

WHITEPAPER Reference Architectures for Portal-based Rich Internet Applications Authr: Sven Rieger Created n: 2015-04-10 Versin: 1.0 Rich Internet (RIAs) are HTML5-based applicatins with a desktp-like lk&feel which run inside a web brwser. The Micrsft Office applicatins Wrd, Excel,

More information

Change Management Process

Change Management Process Change Management Prcess B1.10 Change Management Prcess 1. Intrductin This plicy utlines [Yur Cmpany] s apprach t managing change within the rganisatin. All changes in strategy, activities and prcesses

More information

Port Manager. Microsoft Dynamics CRM for Ports

Port Manager. Microsoft Dynamics CRM for Ports Prt Manager Micrsft Dynamics CRM fr Prts February 2015 Overview Celedn Partners Prt Manager encapsulates the functinality f many prt related prcesses int an easy t learn and easy t use tl. The slutin leverages

More information

G-CLOUD FRAMEWORK SERVICE DEFINITION. Solution Architecture for Cloud Service. Copyright: 2014 6point6 Ltd

G-CLOUD FRAMEWORK SERVICE DEFINITION. Solution Architecture for Cloud Service. Copyright: 2014 6point6 Ltd G-CLOUD FRAMEWORK SERVICE DEFINITION Slutin Architecture fr Clud Service Cpyright: 2014 6pint6 Ltd G-Clud Service Definitin Slutin Architecture fr Clud Service 1. SERVICE OVERVIEW 6pint6 is an innvative

More information

NC3A SOA Techwatch Day Call for Presentations

NC3A SOA Techwatch Day Call for Presentations NC3A SOA Techwatch Day Call fr Presentatins 1 February 2012 Hsted at NATO C3 Agency, The Hague, The Netherlands By NC3A Chief Technlgy Office (CTO) David Burtn Chief Technlgy fficer Versin 1, 1 December

More information

1 Google Apps for Education Henrico County, Virginia

1 Google Apps for Education Henrico County, Virginia 1 Ggle Apps fr Educatin Henric Cunty, Virginia PROGRAM CATEGORY: Infrmatin Technlgy 1. Abstract f the Prgram Henric Cunty Public Schls (HCPS) prides itself n its innvative apprach t instructin. We believe

More information

ALM in the Cloud an Overview of Oracle Developer Cloud Service. Introduction. By Dana Singleterry

ALM in the Cloud an Overview of Oracle Developer Cloud Service. Introduction. By Dana Singleterry ALM in the Clud an Overview f Oracle Develper Clud Service Intrductin By Dana Singleterry In recent years the wrld f applicatin develpment has adpted new methdlgies that aim t imprve the quality and speed

More information

Level 1 Technical. RealPresence Web Suite and Web Suite Pro. Contents

Level 1 Technical. RealPresence Web Suite and Web Suite Pro. Contents Level 1 Technical RealPresence Web Suite and Web Suite Pr Cntents 1 - Glssary... 2 2 Features... 3 RealPresence Platfrm integratin... 3 RealPresence Web Suite Sftware... 3 Sftware Keys... 3 3 - Web Client

More information

Innovate faster with a cloud-enabled enterprise. Dirk Basenach, SAP SE, HANA Cloud Platform November 2 nd, 2015

Innovate faster with a cloud-enabled enterprise. Dirk Basenach, SAP SE, HANA Cloud Platform November 2 nd, 2015 Innvate faster with a clud-enabled enterprise Dirk Basenach, SAP SE, HANA Clud Platfrm Nvember 2 nd, 2015 Innvate r die Mre than 60% f CEOs expect 15-50% f their earnings grwth in the next 5 years t cme

More information

How Does Cloud Computing Work?

How Does Cloud Computing Work? Hw Des Clud Cmputing Wrk? Carl Mazzanti, CEO, emazzanti Technlgies IT Supprt and Clud Cmputing Services fr Small Business Hbken, NJ and NYC, 201-360- 4400 Owner [Pick the date] Hw des Clud Cmputing Wrk?

More information

iseeu GLOBAL Software as a Service Software as a Service Service description iseeu Telecare Service Desk G-Cloud 7

iseeu GLOBAL Software as a Service Software as a Service Service description iseeu Telecare Service Desk G-Cloud 7 Service descriptin iseeu Telecare Service Desk Sftware as a Service Sftware as a Service G-Clud 7 Cntents Overview f Scial Care management service... 3 Telecare Service Desk - verview... 4 Benefits...

More information

Looking Back at the First S.A.M.E. Infrastructure Forum Project Management Best Practices Training Seminar

Looking Back at the First S.A.M.E. Infrastructure Forum Project Management Best Practices Training Seminar Lking Back at the First S.A.M.E. Infrastructure Frum Prject Management Best Practices Training Seminar Mark A. Buma, P.E. Technical Oversight Leader December 4, 2014 Opening Remarks (Dn Hlzwarth) Infrastructure

More information

Information Governance and RIM Explained

Information Governance and RIM Explained Infrmatin Gvernance and RIM Explained Interactive Panel Discussin Clarifying the Definitins f Infrmatin Gvernance and RIM and hw they wrk tgether Daryl Dwns, CRM David Fleming, CRM, IGP, CIP Hward Ls,

More information

TOWARDS OF AN INFORMATION SERVICE TO EDUCATIONAL LEADERSHIPS: BUSINESS INTELLIGENCE AS ANALYTICAL ENGINE OF SERVICE

TOWARDS OF AN INFORMATION SERVICE TO EDUCATIONAL LEADERSHIPS: BUSINESS INTELLIGENCE AS ANALYTICAL ENGINE OF SERVICE TOWARDS OF AN INFORMATION SERVICE TO EDUCATIONAL LEADERSHIPS: BUSINESS INTELLIGENCE AS ANALYTICAL ENGINE OF SERVICE A N D R E I A F E R R E I R A, A N T Ó N I O C A S T R O, D E L F I N A S Á S O A R E

More information

Business Intelligence and DataWarehouse workshop

Business Intelligence and DataWarehouse workshop Business Intelligence and DataWarehuse wrkshp Benefits: Enables the Final year BE student/ Junir IT prfessinals t get a perfect blend f thery and practice n Business Intelligence and Data warehuse s as

More information

JADU UNIVERSE SPECIALIST CLOUD SERVICES: DEVELOPMENT

JADU UNIVERSE SPECIALIST CLOUD SERVICES: DEVELOPMENT JADU UNIVERSE SPECIALIST CLOUD SERVICES: DEVELOPMENT Sftware develpment fr gvernment digital services, web applicatins and payment transactins, by Jadu Jadu Limited Universe Huse 1 Merus Curt Leicester

More information

BRISTOL CITY COUNCIL ROLE AND EMPLOYEE PROFILE: Architect (Practitioner Level) Specific Role Data Architect

BRISTOL CITY COUNCIL ROLE AND EMPLOYEE PROFILE: Architect (Practitioner Level) Specific Role Data Architect BRISTOL CITY COUNCIL ROLE AND EMPLOYEE PROFILE: Architect (Practitiner Level) Specific Rle Data Architect Grade Directrate Managed by BG13 (TBC) Business Change Senir Infrmatin Systems & Technlgy Architect

More information

Equivio Zoom. The e-discovery platform for predictive coding and analytics

Equivio Zoom. The e-discovery platform for predictive coding and analytics Equivi Zm The e-discvery platfrm fr predictive cding and analytics 1 SINGLE, INTEGRATED PLATFORM Equivi Zm is an integrated platfrm fr e-discvery analytics and predictive cding. Zm brings tgether Equivi's

More information

Mobilizing Healthcare Staff with Cloud Services

Mobilizing Healthcare Staff with Cloud Services Mbilizing Healthcare Staff with Clud Services Published May 2012 Mbile Technlgies are changing hw healthcare staff delivers care. With new pwerful integrated slutins available fr the healthcare staff,

More information

Oakland Unified School District Impact Assessment Performance Management in Action

Oakland Unified School District Impact Assessment Performance Management in Action Oakland Unified Schl District Impact Assessment Perfrmance Management in Actin The perfrmance management system that has been built in this district prvides the systems that supprt ur cmmitment t scial

More information

South Australia Police POSITION INFORMATION DOCUMENT

South Australia Police POSITION INFORMATION DOCUMENT Suth Australia Plice POSITION INFORMATION DOCUMENT Stream: Career Grup: Discipline: Classificatin: Service: Branch: Psitin Title: Administrative Services Cnsultancy and Infrmatin AO ASO-6 Infrmatin Systems

More information

Build the cloud OpenStack Installation & Configuration Integration with existing tools and processes Cloud Migration

Build the cloud OpenStack Installation & Configuration Integration with existing tools and processes Cloud Migration Slutin Brief OpenStack Services OVERVIEW OnX understands clud adptin challenges f glbal enterprise cmpanies and helps Enterprises adpt OpenStack slutins thrugh targeted services. We ffer vertical industry

More information

Information Services Hosting Arrangements

Information Services Hosting Arrangements Infrmatin Services Hsting Arrangements Purpse The purpse f this service is t prvide secure, supprted, and reasnably accessible cmputing envirnments fr departments at DePaul that are in need f server-based

More information

Integrating With incontact dbprovider & Screen Pops

Integrating With incontact dbprovider & Screen Pops Integrating With incntact dbprvider & Screen Pps incntact has tw primary pints f integratin. The first pint is between the incntact IVR (script) platfrm and the custmer s crprate database. The secnd pint

More information

Seattle Police Department

Seattle Police Department Seattle Plice Department Prpsed develpment f a Business Intelligence System December 2013 Versin: FINAL Executive Summary Executive Summary 1. Intrductin The United States and the City f Seattle have entered

More information

How to Reduce Project Lead Times Through Improved Scheduling

How to Reduce Project Lead Times Through Improved Scheduling Hw t Reduce Prject Lead Times Thrugh Imprved Scheduling PROBABILISTIC SCHEDULING & BUFFER MANAGEMENT Cnventinal Prject Scheduling ften results in plans that cannt be executed and t many surprises. In many

More information

Deliverables of this Specialist Cloud Service can include but are not limited to the following:

Deliverables of this Specialist Cloud Service can include but are not limited to the following: G-Clud Lt 4: Specialist Clud Services Service Definitin 100 Lngwater Avenue Green Park Reading Berkshire RG2 6GP Tel: 0118 9213 510 Email: gclud@dssec.c.uk Website: www.dssec.c.uk Intrductin Thank yu fr

More information

Case Study. Sonata develops. comprehensive BI Application for a leading provider of Animal Nutrition Solutions. Ananthakrishnan

Case Study. Sonata develops. comprehensive BI Application for a leading provider of Animal Nutrition Solutions. Ananthakrishnan Case Study Ananthakrishnan Snata develps J Architect, Snata Sftware cmprehensive BI Applicatin fr a leading prvider f Animal Nutritin Slutins Snata Sftware Limited www.snata-sftware.cm www.snata-sftware.cm

More information

Bitrix Intranet. Product Requirements

Bitrix Intranet. Product Requirements Bitrix Intranet Prduct Requirements Bitrix Intranet: Prduct Requirements Bitrix Intranet is a highly secure, turnkey intranet slutin fr small and medium-sized businesses designed fr effective cllabratin,

More information

Contract Risk Management

Contract Risk Management Cntract Risk Management A Practical Apprach frm The Caridn Academy telephne +27 82 651 8897 facsimile +27 86 674 3384 email inf@caridn.net website www.caridn.za.net 1 1 Over-expenditure, fr example thrugh

More information

The Importance Advanced Data Collection System Maintenance. Berry Drijsen Global Service Business Manager. knowledge to shape your future

The Importance Advanced Data Collection System Maintenance. Berry Drijsen Global Service Business Manager. knowledge to shape your future The Imprtance Advanced Data Cllectin System Maintenance Berry Drijsen Glbal Service Business Manager WHITE PAPER knwledge t shape yur future The Imprtance Advanced Data Cllectin System Maintenance Cntents

More information

Oakland County Department of Information Technology Project Scope and Approach

Oakland County Department of Information Technology Project Scope and Approach Oakland Cunty Department f Infrmatin Technlgy Prject Scpe and Apprach Prject Name: Web-Based Permanency Database Prject ID: DB1314PD Leadership Grup: Curts Department: Circuit Curt Divisin: Family Prject

More information

2008-2011 CSU STANISLAUS INFORMATION TECHNOLOGY PLAN SUMMARY

2008-2011 CSU STANISLAUS INFORMATION TECHNOLOGY PLAN SUMMARY 2008-2011 CSU STANISLAUS INFORMATION TECHNOLOGY PLAN SUMMARY OFFICE OF INFORMATION TECHNOLOGY AUGUST 2008 Executive Summary The mst recent CSU Stanislaus infrmatin technlgy (IT) plan was issued in 2003.

More information

JOB DESCRIPTION. Job Title: Business Intelligence Developer. Job Holder: Date: April 2016

JOB DESCRIPTION. Job Title: Business Intelligence Developer. Job Holder: Date: April 2016 JOB DESCRIPTION Jb Title: Business Intelligence Develper Jb Hlder: Date: April 2016 Business Intelligence Develper Versin 001 March 2016 Overview f rle Sciety and Grup rle: This rle is fr a Business Intelligence

More information

INFRASTRUCTURE TECHNICAL LEAD

INFRASTRUCTURE TECHNICAL LEAD 1. PURPOSE OF POSITION This psitin is respnsible fr the delivery f peratinal supprt and maintenance f the TDHB IT infrastructure envirnment. This rle is als pivtal in the develpment and delivery f infrastructure

More information

Towards Novel Certification Models in Cloud Infrastructures (the CUMULUS approach)

Towards Novel Certification Models in Cloud Infrastructures (the CUMULUS approach) Twards Nvel Certificatin Mdels in Clud Infrastructures (the CUMULUS apprach) Prfessr G. Spanudakis Schl f Infrmatics CSP Frum, 18-19 April 2013, Brussels Outline Clud Security Still a prblem? Prvider perspective

More information

Government of Malta. Reference: GMICT X 0004-1:2014 Version: 7.0. Effective: 07 January 2014

Government of Malta. Reference: GMICT X 0004-1:2014 Version: 7.0. Effective: 07 January 2014 Gvernment f Malta Reference: GMICT X 0004-1:2014 Versin: 7.0 Effective: 07 January 2014 This dcument is part f the http://ictplicies.gv.mt Underlined terms are defined in the Vcabulary. Purpse The purpse

More information

CASSOWARY COAST REGIONAL COUNCIL POLICY ENTERPRISE RISK MANAGEMENT

CASSOWARY COAST REGIONAL COUNCIL POLICY ENTERPRISE RISK MANAGEMENT CASSOWARY COAST REGIONAL COUNCIL POLICY ENTERPRISE RISK MANAGEMENT Plicy Number: 2.20 1. Authrity Lcal Gvernment Act 2009 Lcal Gvernment Regulatin 2012 AS/NZS ISO 31000-2009 Risk Management Principles

More information

UC4 AUTOMATED VIRTUALIZATION Intelligent Service Automation for Physical and Virtual Environments

UC4 AUTOMATED VIRTUALIZATION Intelligent Service Automation for Physical and Virtual Environments Fr mre infrmatin abut UC4 prducts please visit www.uc4.cm. UC4 AUTOMATED VIRTUALIZATION Intelligent Service Autmatin fr Physical and Virtual Envirnments Intrductin This whitepaper describes hw the UC4

More information

Version Date Comments / Changes 1.0 January 2015 Initial Policy Released

Version Date Comments / Changes 1.0 January 2015 Initial Policy Released Page 1 f 6 Vice President, Infrmatics and Transfrmatin Supprt APPROVED (S) REVISED / REVIEWED SUMMARY Versin Date Cmments / Changes 1.0 Initial Plicy Released INTENT / PURPOSE The Infrmatin and Data Gvernance

More information

Licensing the Core Client Access License (CAL) Suite and Enterprise CAL Suite

Licensing the Core Client Access License (CAL) Suite and Enterprise CAL Suite Vlume Licensing brief Licensing the Cre Client Access License (CAL) Suite and Enterprise CAL Suite Table f Cntents This brief applies t all Micrsft Vlume Licensing prgrams. Summary... 1 What s New in This

More information

Improved Data Center Power Consumption and Streamlining Management in Windows Server 2008 R2 with SP1

Improved Data Center Power Consumption and Streamlining Management in Windows Server 2008 R2 with SP1 Imprved Data Center Pwer Cnsumptin and Streamlining Management in Windws Server 2008 R2 with SP1 Disclaimer The infrmatin cntained in this dcument represents the current view f Micrsft Crpratin n the issues

More information

Enterprise Content Management The emergence of a Center of Excellence (CoE) Geoff Youell - OppenheimerFunds

Enterprise Content Management The emergence of a Center of Excellence (CoE) Geoff Youell - OppenheimerFunds Enterprise Cntent Management The emergence f a Center f Excellence (CE) Geff Yuell - OppenheimerFunds What are we talking abut here The establishment f an Enterprise strategy fr cntent and dcument management.

More information

Lumension Connect: Online Customer Community FAQs

Lumension Connect: Online Customer Community FAQs Lumensin Cnnect: Online Custmer Cmmunity FAQs Cpyright 2009, Lumensin Lumensin Cnnect: Online Custmer Cmmunity FAQs Table f Cntents Lumensin Cnnect:... 1 Online Custmer Cmmunity FAQs... 1 What is Lumensin

More information

White Paper for Mobile Workforce Management and Monitoring Copyright 2014 by Patrol-IT Inc. www.patrol-it.com

White Paper for Mobile Workforce Management and Monitoring Copyright 2014 by Patrol-IT Inc. www.patrol-it.com White Paper fr Mbile Wrkfrce Management and Mnitring Cpyright 2014 by Patrl-IT Inc. www.patrl-it.cm White Paper fr Mbile Wrkfrce Management and Mnitring Cpyright 2014 by Patrl-IT Inc. www.patrl-it.cm 2

More information

State of Wisconsin. File Server Service Service Offering Definition

State of Wisconsin. File Server Service Service Offering Definition State f Wiscnsin File Server Service Service Offering Definitin Dcument Revisin Histry Date Versin Creatr Ntes 2/16/2008 1.0 JD Urfer First pass 2/16/2008 2.0 Tm Runge Editing changes 2/19/2009 2.1 Tm

More information

VMware vcloud Architecture Toolkit Operating a VMware vcloud

VMware vcloud Architecture Toolkit Operating a VMware vcloud VMware vclud Architecture Tlkit Versin 2.0.1 Octber 2011 2011 VMware, Inc. All rights reserved. This prduct is prtected by U.S. and internatinal cpyright and intellectual prperty laws. This prduct is cvered

More information

Volume 2, Issue 11, November 2014 International Journal of Advance Research in Computer Science and Management Studies

Volume 2, Issue 11, November 2014 International Journal of Advance Research in Computer Science and Management Studies Vlume 2, Issue 11, Nvember 2014 Internatinal Jurnal f Advance Research in Cmputer Science and Management Studies Research Article / Survey Paper / Case Study Available nline at: www.ijarcsms.cm ISSN: 2321

More information

WHITE PAPER SIP Solutions, Determining What is Right for You. By Peter Bernstein, Senior Editor TMCnet.com

WHITE PAPER SIP Solutions, Determining What is Right for You. By Peter Bernstein, Senior Editor TMCnet.com WHITE PAPER SIP Slutins, Determining What is Right fr Yu By Peter Bernstein, Senir Editr TMCnet.cm Technlgy Marketing Crpratin: 800 Cnnecticut Ave, 1 st Flr East, Nrwalk, CT 06854 USA As the decisin-maker

More information

Agenda. o Purpose of IT Assessment o Scope of IT Assessment o Deloitte Recommendations o IBM Discussions o Research Data Center o Open Season

Agenda. o Purpose of IT Assessment o Scope of IT Assessment o Deloitte Recommendations o IBM Discussions o Research Data Center o Open Season Agenda Purpse f IT Assessment Scpe f IT Assessment Delitte Recmmendatins IBM Discussins Research Data Center Open Seasn Purpse f IT Assessment Determine if IT resurces are being utilized efficiently and

More information

The role is also responsible for the provision of project management services across spatial initiatives.

The role is also responsible for the provision of project management services across spatial initiatives. Discver hw yu can be building a better career at Twnsville City Cuncil (If yu are nt a citizen r a permanent resident, please ensure that yur residency status/wrk entitlements are detailed n yur applicatin.

More information

Customizing Microsoft Dynamics CRM for Complex Field Service and Sales Organizations

Customizing Microsoft Dynamics CRM for Complex Field Service and Sales Organizations Micrsft Dynamics CRM 3.0 Custmizing Micrsft Dynamics CRM fr Cmplex Field Service and Sales Organizatins White Paper CRM in Health Sciences: Smagen Diagnstics Date: July 2006 www.micrsft.cm/crm Abut the

More information

ITIL Service Offerings & Agreement (SOA) Certification Program - 5 Days

ITIL Service Offerings & Agreement (SOA) Certification Program - 5 Days ITIL Service Offerings & Agreement (SOA) Certificatin Prgram - 5 Days Prgram Overview ITIL is a set f best practices guidance that has becme a wrldwide-adpted framewrk fr Infrmatin Technlgy Services Management

More information

Interworks Cloud Platform Citrix CPSM Integration Specification

Interworks Cloud Platform Citrix CPSM Integration Specification Citrix CPSM Integratin Specificatin Cntents 1. Intrductin... 2 2. Activatin f the Integratin Layer... 3 3. Getting the Services Definitin... 4 3.1 Creating a Prduct Type per Lcatin... 5 3.2 Create Instance

More information

G-CLOUD FRAMEWORK SERVICE DEFINITION. Oracle Technology Service for Agile Cloud Projects. Copyright: 2014 6point6 Ltd

G-CLOUD FRAMEWORK SERVICE DEFINITION. Oracle Technology Service for Agile Cloud Projects. Copyright: 2014 6point6 Ltd G-CLOUD FRAMEWORK SERVICE DEFINITION Oracle Technlgy Service fr Agile Clud Prjects Cpyright: 2014 6pint6 Ltd G-Clud Service Definitin Oracle Technlgy 1. SERVICE OVERVIEW The 6pint6 Oracle Technlgy Service

More information

Have some knowledge of how queries execute. Must be able to read a query execution plan and understand what is happening.

Have some knowledge of how queries execute. Must be able to read a query execution plan and understand what is happening. Curse 2786B: Designing a Micrsft SQL Server 2005 Infrastructure Abut this Curse This tw-day instructr-led curse prvides database administratrs wrking in enterprise envirnments with the knwledge and skills

More information

Managing Access and Help Protect Corporate Email Data on Mobile Devices with Enterprise Mobile Suite

Managing Access and Help Protect Corporate Email Data on Mobile Devices with Enterprise Mobile Suite Managing Access and Help Prtect Crprate Email Data n Mbile Devices with Enterprise Mbile Suite Last updated: 7/15/15 Balancing prductivity and security Emplyees want t be able t use their wn devices t

More information

AIO CMS - Central Management System

AIO CMS - Central Management System THINK CONTINUITY AIO CMS - Central Management System PROPRIETARY INFORMATION The infrmatin cntained in this dcument is the sle prperty f AIO Systems Ltd. The Disclsure f this infrmatin des nt cnstitute

More information

Methods and Technologies for Secure Cloud Computing for Critical InfrastructureIT

Methods and Technologies for Secure Cloud Computing for Critical InfrastructureIT SEcure Clud cmputing fr CRitical Infrastructure IT Methds and Technlgies fr Secure Clud Cmputing fr Critical InfrastructureIT Dr Markus Tauber SECCRIT Crdinatr AIT Austrian Institute f Technlgy AIT Austrian

More information

ITIL Release Control & Validation (RCV) Certification Program - 5 Days

ITIL Release Control & Validation (RCV) Certification Program - 5 Days ITIL Release Cntrl & Validatin (RCV) Certificatin Prgram - 5 Days Prgram Overview ITIL is a set f best practices guidance that has becme a wrldwide-adpted framewrk fr Infrmatin Technlgy Services Management

More information

MANITOBA SECURITIES COMMISSION STRATEGIC PLAN 2013-2016

MANITOBA SECURITIES COMMISSION STRATEGIC PLAN 2013-2016 MANITOBA SECURITIES COMMISSION STRATEGIC PLAN 2013-2016 The Manitba Securities Cmmissin (the Cmmissin) is a divisin f the Manitba Financial Services Agency (MFSA). The ther divisin is the Financial Institutins

More information

Real life experience implementing monitoring & services management Andreas Tsangaris, CTO, PERFORMANCE

Real life experience implementing monitoring & services management Andreas Tsangaris, CTO, PERFORMANCE Real life experience implementing mnitring & services management Andreas Tsangaris, CTO, PERFORMANCE The reality f tday s IT envirnment N central view int what s really ging n in IT Experts have their

More information

The AppSec How-To: Choosing a SAST Tool

The AppSec How-To: Choosing a SAST Tool The AppSec Hw-T: Chsing a SAST Tl Surce Cde Analysis Made Easy GIVEN THE WIDE RANGE OF SOURCE CODE ANALYSIS TOOLS, SECURITY PROFESSIONALS, AUDITORS AND DEVELOPERS ALIKE ARE FACED WITH THE QUESTION: Hw

More information

GUIDELINE INFORMATION MANAGEMENT (IM) PROGRAM PLAN

GUIDELINE INFORMATION MANAGEMENT (IM) PROGRAM PLAN Gvernment f Newfundland and Labradr Office f the Chief Infrmatin Officer Infrmatin Management Branch GUIDELINE INFORMATION MANAGEMENT (IM) PROGRAM PLAN Guideline (Definitin): OCIO Guidelines derive frm

More information

Research Report. Abstract: Data Center Networking Trends. January 2012. By Jon Oltsik With Bob Laliberte and Bill Lundell

Research Report. Abstract: Data Center Networking Trends. January 2012. By Jon Oltsik With Bob Laliberte and Bill Lundell Research Reprt Abstract: Data Center Netwrking Trends By Jn Oltsik With Bb Laliberte and Bill Lundell January 2012 2012 Enterprise Strategy Grup, Inc. All Rights Reserved. Intrductin Research Objective

More information

Helpdesk Services at the Executive Office of Energy and Environmental Affairs is defined as follows:

Helpdesk Services at the Executive Office of Energy and Environmental Affairs is defined as follows: 5. Helpdesk Services 5.1 Sectin Overview This sectin f the plan defines Helpdesk Services at EOEEA as well as the key ratinale and benefits f cnslidating Helpdesk Services. Descriptins f the baseline current

More information

Online Network Administration Degree Programs

Online Network Administration Degree Programs Online Schls, Degrees & Prgrams Blg Abut Archives Cntact Online Netwrk Administratin Degree Prgrams A Netwrk Administratr is smene respnsible fr the maintenance and perfrmance f cmputer hardware and sftware

More information

ITU-T IdMFG Framework Work Group

ITU-T IdMFG Framework Work Group ITU-T IdMFG Framewrk Wrk Grup Internatinal Telecmmunicatin Unin 1 Evlutin f Identity Management Presence (Inference frm vide cameras, RFID sensrs, etc.) Implicit Bimetrics (Key strkes, vice, face) Transparent

More information

VACANCY. SENIOR MANAGER: SPECIAL PROJECTS AND STAKEHOLDER MANAGEMENT x1 3 YEAR CONTRACT (WITH A POSSIBILITY OF BEING EXTENDED TO 5 YEARS) JOB LEVEL: 5

VACANCY. SENIOR MANAGER: SPECIAL PROJECTS AND STAKEHOLDER MANAGEMENT x1 3 YEAR CONTRACT (WITH A POSSIBILITY OF BEING EXTENDED TO 5 YEARS) JOB LEVEL: 5 VACANCY POSITION: DURATION REGION: PORTFOLIO: SENIOR MANAGER: SPECIAL PROJECTS AND STAKEHOLDER MANAGEMENT x1 3 YEAR CONTRACT (WITH A POSSIBILITY OF BEING EXTENDED TO 5 YEARS) NATIONAL OFFICE OCEO JOB LEVEL:

More information

What is Software Risk Management? (And why should I care?)

What is Software Risk Management? (And why should I care?) What is Sftware Risk Management? (And why shuld I care?) Peter Kulik, KLCI, Inc. 1 st Editin, Octber 1996 Risks are schedule delays and cst verruns waiting t happen. As industry practices have imprved,

More information

Professional Training Courses

Professional Training Courses Perfrmance Testing HP LadRunner v9.5 & v11 22 Apr 2011 Prfessinal Training Curses Lad & Perfrmance Testing using HP LadRunner v9.5 & v11 QAAgility Technlgies QA Agility thrugh Innvatin and Autmatin QAAgility

More information

Process Automation With VMware

Process Automation With VMware Prcess Autmatin With VMware Intelligent Service Autmatin fr Real and Virtual Envirnments Intrductin This Whitepaper describes hw the UC4 platfrm integrates with the VMware vsphere Server and the VMware

More information

The AccuSpeechMobile solution is a fully mobile voice-enabling software solution, that noninvasively. existing mobile enterprise wide applications.

The AccuSpeechMobile solution is a fully mobile voice-enabling software solution, that noninvasively. existing mobile enterprise wide applications. 1. Questin: Yu say that yu have an innvative mbile apprach t deplying vice prductivity t enterprise applicatins. Hw is AccuSpeechMbile different frm existing vice architectures? Answer: When ne lks at

More information

Aim The aim of a communication plan states the overall goal of the communication effort.

Aim The aim of a communication plan states the overall goal of the communication effort. Develping a Cmmunicatin Plan- Aim Aim The aim f a cmmunicatin plan states the verall gal f the cmmunicatin effrt. Determining the Aim Ask yurself r yur team what the verall gal f the cmmunicatin plan is.

More information

Sustainable urban planning & construction in the South. Alexis Versele Leen Vandenbussche Koen Claes

Sustainable urban planning & construction in the South. Alexis Versele Leen Vandenbussche Koen Claes Sustainable urban planning & cnstructin in the Suth Alexis Versele Leen Vandenbussche Ken Claes Wrking paper (June 2012) plicy recmmendatins fr the Belgian Develpment Cperatin Missin t Palestine in the

More information

Weber State University Stewart Library Information Technology Plan Contents

Weber State University Stewart Library Information Technology Plan Contents Weber State University Stewart Library Infrmatin Technlgy Plan Cntents Weber State University Stewart Library Infrmatin Technlgy Plan... 2 Intrductin... 2 Current State f Technlgy in the Library... 4 Missin

More information

Zimbra Professional Services Portfolio, Purchasing Guide & Price List

Zimbra Professional Services Portfolio, Purchasing Guide & Price List In- Tuitin Netwrks Ltd Zimbra Prfessinal Services Prtfli, Purchasing Guide & Price List This dcument prvides an verview f In- Tuitin Netwrks Limited s range f Zimbra Prfessinal Services available n the

More information

Design for securability Applying engineering principles to the design of security architectures

Design for securability Applying engineering principles to the design of security architectures Design fr securability Applying engineering principles t the design f security architectures Amund Hunstad Phne number: + 46 13 37 81 18 Fax: + 46 13 37 85 50 Email: amund@fi.se Jnas Hallberg Phne number:

More information

Design & Development of ADMS VA (Archived Data Management System Virginia) North American Travel Monitoring Exhibition & Conference June 27-30, 2004

Design & Development of ADMS VA (Archived Data Management System Virginia) North American Travel Monitoring Exhibition & Conference June 27-30, 2004 Design & Develpment f ADMS VA (Archived Data Management System Virginia) Nrth American Travel Mnitring Exhibitin & Cnference June 27-30, 2004 Presented by: Clleen Sheerin Open Rads Cnsulting, Inc. Presentatin

More information

This report provides Members with an update on of the financial performance of the Corporation s managed IS service contract with Agilisys Ltd.

This report provides Members with an update on of the financial performance of the Corporation s managed IS service contract with Agilisys Ltd. Cmmittee: Date(s): Infrmatin Systems Sub Cmmittee 11 th March 2015 Subject: Agilisys Managed Service Financial Reprt Reprt f: Chamberlain Summary Public Fr Infrmatin This reprt prvides Members with an

More information