Business Rules-Driven SOA. A Framework for Multi-Tenant Cloud Computing

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "Business Rules-Driven SOA. A Framework for Multi-Tenant Cloud Computing"

Transcription

1 Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec Busiess Rules-Drive SOA. A Framework for Multi-Teat Cloud Computig Lect. Ph.D. Liviu Gabriel CREȚU Alexadru Ioa Cuza Uiversity of Iasi, Romaia Faculty of Ecoomics ad Busiess Admiistratio Busiess Iformatio Systems Departmet

2 About Our Team Idustry-prove skills ad research i Busiess Iformatio Systems: Iformatio Systems aalysis ad desig Software egieerig Software desig Software developmet (Java/.Net) Databases Model Drive Architecture Evet-Drive SOA Busiess Rules Otologies (research oly) Project Maagemet Risk Maagemet Iformatio systems audit Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

3 Ageda 1. Buildig software systems for (e-) busiess 2. The problem of multi-teacy 3. Evet Drive SOA first solutio 4. Busiess Rules Drive SOA the secod oe 5. Real Life MDA the way to deal with complexity Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

4 The old (e)busiess Ecosystem Cotiuous Chage Iteroperability Collaboratio Source: (retrieved Jauary 2004) Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec 2010

5 Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec SOA ad the couplig problem Multiple peer-to-peer direct coectios betwee software services i a Eterprise Iformatio System: geerated by busiess eeds as the compay grows leadig to the so called Spaghetti effect

6 Eterprise Systems Particularities Plethora of data May etry chaels (web forms, mobile apps, , FTP) Plethora of busiess rules Cotiuous chage of busiess requiremets Mai system s requiremets Highly reliable/cofigurable services Scalability 7x24 availability Ope to ay etry chael Ope architecture Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

7 Ageda 1. Buildig software systems for (e-) busiess 2. The problem of multi-teacy 3. Evet Drive SOA first solutio 4. Busiess Rules Drive SOA the secod oe 5. Real Life MDA the way to deal with complexity Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

8 Multi-teacy priciple Oe sigle software istace serves them all (the cliets) Prerequisites: Service Orieted Architecture Software as a Service Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

9 The problem What happes whe oe teat have differet requiremets tha the other oes? Example: Payroll Busiess Process Iput: Employee s cotract, Compay paymet rules, the atioal law Output: payroll report Process-to-Process iteractio : Accoutig BP Iput: payroll report Output: accoutig records The problem: the payroll accoutig traslatio 9 algorithm is differet for two differet cliets Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec 2010

10 BPMN ED-SOA The First Solutio Evet Drive SOA ad Eterprise Service Bus CFO - Compay A - Romaia 2 [Busiess Evet from Com pay A] «Serv ice» PATraslatorService Versio A Busiess Rules Payroll Validated Busiess Evet «im plem ets» 1 «ESB Service» Route Busiess Evet Detailed Spec «flow» Architect/Dev eloper Busiess Aalyst Payroll Validated Busiess Evet «im plem ets» [Busiess Evet from Com pay B] «Serv ice» PATraslatorService Versio B Busiess Rules CFO - Compay B - Australia 1 Use-Case drive developmet + MDA software evolutio 10 Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec 2010

11 BPMN BRD-SOA The Secod Solutio: Busiess Rules Drive SOA What if oe sigle service versio could serve them all? 2 CFO - Compay A - Romaia BA (optioal) «Create/Read/Update/Delete» Payroll Validated Busiess Evet 3 «ESB Service» Route Busiess Evet «Service» PATraslator «Service» Busiess Rules Egie CFO - Compay B - Australia Payroll Validated Busiess Evet BA (optioal) 2 «im plemets» «Im plemets» Architect/Developer «Create/Read/Update/Delete» Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec Abstract thikig of developmet / software evolutio 11

12 cmp Compoets The Eterprise System s Architecture based o BRD-SOA Cliet BusiessRulesEgie Busiess Rules Model «use» ESB BusiessRulesEgie BusiessProcessEgie Busiess Process Model «use» Exteded Domai Model ESB ESB Model BP «use» ESB Service Service Serv ice Model ESB ESB Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

13 I BRD-SOA There may be o busiess logic ecapsulated withi the service/domai model, but oly the system s logic The service becomes the orchestrator, ot the busiess logic performer Prepares the precoditios (model istaces loaded from the persistece tier) Creates busiess rules filters Executes the busiess rules egie Persists the result Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

14 Why BRD-SOA? Mai advatage of Busiess Rules Egies: Busiess rules may be expressed usig atural laguage seteces (also usig familiar busiess terms) IF ad Oly if there is a otology i place so the busiess perso will be able to express the ous Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

15 Ageda 1. Buildig software systems for (e-) busiess 2. The problem of multi-teacy 3. Evet Drive SOA first solutio 4. Busiess Rules Drive SOA the secod oe 5. Real Life MDA the way to deal with software developmet complexity Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

16 Oe way to approach Model Drive Architecture BPMN BPOSE Automatio Life-Cycle «flow» ew developm et patter «BusiessProcess» Meta-Model Update «flow» «BusiessProcess» Defie New UML Stereotypes «flow» Refiam et eeded «flow» «BusiessProcess» Defie MDA Trasformers «flow» «flow» «flow» Patter Obsolete «BusiessProcess» Model, Validate, Trasform «flow» «BusiessProcess» Defie Model Validators Roles ivolved: - Architect - Developer Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

17 Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec 2010 (C) From the Busiess Perspective (view) over the Use Case DMAD-ARDT UseCase (GIGA) Computatio Idepedet Model Roles ivolved: -Busiess Aalyst

18 Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec 2010 (C) By meas of modelig costraits (CIM-PIM/PSM mix) A set of desig rules ad stereotypes are applied to each CIM elemet Roles ivolved: -Busiess Aalyst - Developer - Architect(rarely/optioal)

19 Also by meas of likig differet layers (GUI-SERVICES-DATA) Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

20 To geerated PSM (Java) Developers are allowed to make adjustmets to the geerated model Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

21 Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec Or PIM (from GUI - CIM) DMAD-ARDT UseCase (GIGA)

22 Ad fially to workig code Java Classes Domai model structures Busiess Evet structure EJB service ESB cofiguratios ORM mappigs (JPA aotatios) JPA-QL queries JSF web pages Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

23 Why do we call it real life MDA? A few MDA shortcuts have bee formally defied to become productive A CIM elemet may have a lik to a PIM or a PSM elemet A PIM elemet may iclude PSM cocepts (Java code geerated as the behavior cotet of UML class elemet) Developers may iterfere with the MDA multiple trasformatio steps (they are allowed to modify the geerated models, before geeratig the ext oes) Lect. Phd. Liviu Gabriel CRETU / SPRERS evet Traiig o software services, Timisoara, Romaia, 6-10 dec

*The most important feature of MRP as compared with ordinary inventory control analysis is its time phasing feature.

*The most important feature of MRP as compared with ordinary inventory control analysis is its time phasing feature. Itegrated Productio ad Ivetory Cotrol System MRP ad MRP II Framework of Maufacturig System Ivetory cotrol, productio schedulig, capacity plaig ad fiacial ad busiess decisios i a productio system are iterrelated.

More information

Baan Service Master Data Management

Baan Service Master Data Management Baa Service Master Data Maagemet Module Procedure UP069A US Documetiformatio Documet Documet code : UP069A US Documet group : User Documetatio Documet title : Master Data Maagemet Applicatio/Package :

More information

A Road Map. Software Engineering, Programming, and SCM

A Road Map. Software Engineering, Programming, and SCM Software Cofiguratio Maagemet A Road Map Jacky Estublier Greoble Uiversity - Frace 1 Software Egieerig, Programmig, ad SCM I the Small I the Large I the May I the Wide Programmig Laguages Compositio Buildig

More information

Engineering Data Management

Engineering Data Management BaaERP 5.0c Maufacturig Egieerig Data Maagemet Module Procedure UP128A US Documetiformatio Documet Documet code : UP128A US Documet group : User Documetatio Documet title : Egieerig Data Maagemet Applicatio/Package

More information

leasing Solutions We make your Business our Business

leasing Solutions We make your Business our Business if you d like to discover how Bp paribas leasig Solutios Ca help you to achieve your goals please get i touch leasig Solutios We make your Busiess our Busiess We look forward to hearig from you you ca

More information

Supply Chain Management

Supply Chain Management Supply Chai Maagemet LOA Uiversity October 9, 205 Distributio D Distributio Authorized to Departmet of Defese ad U.S. DoD Cotractors Oly Aim High Fly - Fight - Wi Who am I? Dr. William A Cuigham PhD Ecoomics

More information

Forecasting. Forecasting Application. Practical Forecasting. Chapter 7 OVERVIEW KEY CONCEPTS. Chapter 7. Chapter 7

Forecasting. Forecasting Application. Practical Forecasting. Chapter 7 OVERVIEW KEY CONCEPTS. Chapter 7. Chapter 7 Forecastig Chapter 7 Chapter 7 OVERVIEW Forecastig Applicatios Qualitative Aalysis Tred Aalysis ad Projectio Busiess Cycle Expoetial Smoothig Ecoometric Forecastig Judgig Forecast Reliability Choosig the

More information

IT Support. 020 8269 6878 n www.premierchoiceinternet.com n support@premierchoiceinternet.com. 30 Day FREE Trial. IT Support from 8p/user

IT Support. 020 8269 6878 n www.premierchoiceinternet.com n support@premierchoiceinternet.com. 30 Day FREE Trial. IT Support from 8p/user IT Support IT Support Premier Choice Iteret has bee providig reliable, proactive & affordable IT Support solutios to compaies based i Lodo ad the South East of Eglad sice 2002. Our goal is to provide our

More information

Chatpun Khamyat Department of Industrial Engineering, Kasetsart University, Bangkok, Thailand ocpky@hotmail.com

Chatpun Khamyat Department of Industrial Engineering, Kasetsart University, Bangkok, Thailand ocpky@hotmail.com SOLVING THE OIL DELIVERY TRUCKS ROUTING PROBLEM WITH MODIFY MULTI-TRAVELING SALESMAN PROBLEM APPROACH CASE STUDY: THE SME'S OIL LOGISTIC COMPANY IN BANGKOK THAILAND Chatpu Khamyat Departmet of Idustrial

More information

Digital Enterprise Unit. White Paper. Web Analytics Measurement for Responsive Websites

Digital Enterprise Unit. White Paper. Web Analytics Measurement for Responsive Websites Digital Eterprise Uit White Paper Web Aalytics Measuremet for Resposive Websites About the Authors Vishal Machewad Vishal Machewad has over 13 years of experiece i sales ad marketig, havig worked as a

More information

Software Engineering Guest Lecture, University of Toronto

Software Engineering Guest Lecture, University of Toronto Summary Beyod Software Egieerig Guest Lecture, Uiversity of Toroto Software egieerig is a ew ad fast growig field, which has grappled with its idetity: from usig the word egieerig to defiitio of the term,

More information

Document Control Solutions

Document Control Solutions Documet Cotrol Solutios State of the art software The beefits of Assai Assai Software Services provides leadig edge Documet Cotrol ad Maagemet System software for oil ad gas, egieerig ad costructio. AssaiDCMS

More information

Safety Requirements engineering and Proof of implementation

Safety Requirements engineering and Proof of implementation Presetatio to DVClub commuity October 20 th 2015 Safety Requiremets egieerig ad Proof of implemetatio Test ad Verificatio Solutios Deliverig Tailored Solutios for Hardware Verificatio ad Software Testig

More information

QUADRO tech. PST Flightdeck. Put your PST Migration on autopilot

QUADRO tech. PST Flightdeck. Put your PST Migration on autopilot QUADRO tech PST Flightdeck Put your PST Migratio o autopilot Put your PST Migratio o Autopilot A moder aircraft hardly remids its pilots of the early days of air traffic. It is desiged to eable flyig as

More information

AN INTELLIGENT MODEL FOR SALES AND INVENTORY MANAGEMENT

AN INTELLIGENT MODEL FOR SALES AND INVENTORY MANAGEMENT AN INTELLIGENT MODEL FOR SALES AND INVENTORY MANAGEMENT SYLVANUS O. ANIGBOGU, Ph.D. Associate Professor of Computer Sciece Departmet of Computer Sciece, Namdi Azikiwe Uiversity, Awka, Aambra State, 420001,

More information

ODBC. Getting Started With Sage Timberline Office ODBC

ODBC. Getting Started With Sage Timberline Office ODBC ODBC Gettig Started With Sage Timberlie Office ODBC NOTICE This documet ad the Sage Timberlie Office software may be used oly i accordace with the accompayig Sage Timberlie Office Ed User Licese Agreemet.

More information

The IDIOM Way the closed loop around the domain expert reduces errors, improves timing & quality

The IDIOM Way the closed loop around the domain expert reduces errors, improves timing & quality Build a 'busiess policy life cycle' for greatly improved busiess agility, faster product cycle times, maximum data itegrity ad trasparecy, ad more assured trasactio outcomes. At the same time reduce developmet

More information

Authentication - Access Control Default Security Active Directory Trusted Authentication Guest User or Anonymous (un-authenticated) Logging Out

Authentication - Access Control Default Security Active Directory Trusted Authentication Guest User or Anonymous (un-authenticated) Logging Out FME Server Security Table of Cotets FME Server Autheticatio - Access Cotrol Default Security Active Directory Trusted Autheticatio Guest User or Aoymous (u-autheticated) Loggig Out Authorizatio - Roles

More information

(VCP-310) 1-800-418-6789

(VCP-310) 1-800-418-6789 Maual VMware Lesso 1: Uderstadig the VMware Product Lie I this lesso, you will first lear what virtualizatio is. Next, you ll explore the products offered by VMware that provide virtualizatio services.

More information

INVESTMENT PERFORMANCE COUNCIL (IPC)

INVESTMENT PERFORMANCE COUNCIL (IPC) INVESTMENT PEFOMANCE COUNCIL (IPC) INVITATION TO COMMENT: Global Ivestmet Performace Stadards (GIPS ) Guidace Statemet o Calculatio Methodology The Associatio for Ivestmet Maagemet ad esearch (AIM) seeks

More information

BaanERP. BaanERP Windows Client Installation Guide

BaanERP. BaanERP Windows Client Installation Guide BaaERP A publicatio of: Baa Developmet B.V. P.O.Box 143 3770 AC Bareveld The Netherlads Prited i the Netherlads Baa Developmet B.V. 1999. All rights reserved. The iformatio i this documet is subject to

More information

Ideate, Inc. Training Solutions to Give you the Leading Edge

Ideate, Inc. Training Solutions to Give you the Leading Edge Ideate, Ic. Traiig News 2014v1 Ideate, Ic. Traiig Solutios to Give you the Leadig Edge New Packages For All Your Traiig Needs! Bill Johso Seior MEP - Applicatio Specialist Revit MEP Fudametals Ad More!

More information

Domain 1 Components of the Cisco Unified Communications Architecture

Domain 1 Components of the Cisco Unified Communications Architecture Maual CCNA Domai 1 Compoets of the Cisco Uified Commuicatios Architecture Uified Commuicatios (UC) Eviromet Cisco has itroduced what they call the Uified Commuicatios Eviromet which is used to separate

More information

Business Application Services. Business Applications that provide value to your enterprise.

Business Application Services. Business Applications that provide value to your enterprise. Busiess Applicatio Services Busiess Applicatios that provide value to your eterprise. Sesiple s expertise ca help orgaizatio decode the performace issues ad trasform them ito valuable beefits that meet

More information

Total Program Management for High-Tech

Total Program Management for High-Tech Total Program Maagemet for High-Tech ORGANIZE Makig Order Out of Chaos Sortig the requiremets, fidig the right resources, aligig the capabilities, ad creatig a cohesive Team Maagemet Effort are dautig

More information

Message Exchange in the Utility Market Using SAP for Utilities. Point of View by Marc Metz and Maarten Vriesema

Message Exchange in the Utility Market Using SAP for Utilities. Point of View by Marc Metz and Maarten Vriesema Eergy, Utilities ad Chemicals the way we see it Message Exchage i the Utility Market Usig SAP for Utilities Poit of View by Marc Metz ad Maarte Vriesema Itroductio Liberalisatio of utility markets has

More information

Baan Finance Accounts Payable

Baan Finance Accounts Payable Baa Fiace Accouts Payable Module Procedure UP035A US Documetiformatio Documet Documet code : UP035A US Documet group : User Documetatio Documet title : Accouts Payable Applicatio/Package : Baa Fiace Editio

More information

Unicenter TCPaccess FTP Server

Unicenter TCPaccess FTP Server Uiceter TCPaccess FTP Server Release Summary r6.1 SP2 K02213-2E This documetatio ad related computer software program (hereiafter referred to as the Documetatio ) is for the ed user s iformatioal purposes

More information

June 3, 1999. Voice over IP

June 3, 1999. Voice over IP Jue 3, 1999 Voice over IP This applicatio ote discusses the Hypercom solutio for providig ed-to-ed Iteret protocol (IP) coectivity i a ew or existig Hypercom Hybrid Trasport Mechaism (HTM) etwork, reducig

More information

Radio Dispatch Systems

Radio Dispatch Systems Radio Dispatch Systems ZETRON DISPATCH SOLUTIONS: AT THE CENTER OF YOUR CRITICAL OPERATIONS Your dispatch system is the ceterpoit through which your key operatios are coordiated ad cotrolled. That s why

More information

Agency Relationship Optimizer

Agency Relationship Optimizer Decideware Developmet Agecy Relatioship Optimizer The Leadig Software Solutio for Cliet-Agecy Relatioship Maagemet supplier performace experts scorecards.deploymet.service decide ware Sa Fracisco Sydey

More information

Domain 1 - Describe Cisco VoIP Implementations

Domain 1 - Describe Cisco VoIP Implementations Maual ONT (642-8) 1-800-418-6789 Domai 1 - Describe Cisco VoIP Implemetatios Advatages of VoIP Over Traditioal Switches Voice over IP etworks have may advatages over traditioal circuit switched voice etworks.

More information

Making training work for your business

Making training work for your business Makig traiig work for your busiess Itegratig core skills of laguage, literacy ad umeracy ito geeral workplace traiig makes sese. The iformatio i this pamphlet will help you pla for ad build a successful

More information

Domain 1: Designing a SQL Server Instance and a Database Solution

Domain 1: Designing a SQL Server Instance and a Database Solution Maual SQL Server 2008 Desig, Optimize ad Maitai (70-450) 1-800-418-6789 Domai 1: Desigig a SQL Server Istace ad a Database Solutio Desigig for CPU, Memory ad Storage Capacity Requiremets Whe desigig a

More information

PRICE BAILEY CHARITIES & NOT FOR PROFIT THE RIGHT ADVICE FOR LIFE

PRICE BAILEY CHARITIES & NOT FOR PROFIT THE RIGHT ADVICE FOR LIFE PRICE BAILEY CHARITIES & NOT FOR PROFIT THE RIGHT ADVICE FOR LIFE OUR EXPERTISE To arrage a meetig with a member of for more iformatio about Price Bailey, At Price Bailey, we recogise that charity ad ot-for-profit

More information

Incremental calculation of weighted mean and variance

Incremental calculation of weighted mean and variance Icremetal calculatio of weighted mea ad variace Toy Fich faf@cam.ac.uk dot@dotat.at Uiversity of Cambridge Computig Service February 009 Abstract I these otes I eplai how to derive formulae for umerically

More information

INVESTMENT PERFORMANCE COUNCIL (IPC) Guidance Statement on Calculation Methodology

INVESTMENT PERFORMANCE COUNCIL (IPC) Guidance Statement on Calculation Methodology Adoptio Date: 4 March 2004 Effective Date: 1 Jue 2004 Retroactive Applicatio: No Public Commet Period: Aug Nov 2002 INVESTMENT PERFORMANCE COUNCIL (IPC) Preface Guidace Statemet o Calculatio Methodology

More information

Domain 1: Identifying Cause of and Resolving Desktop Application Issues Identifying and Resolving New Software Installation Issues

Domain 1: Identifying Cause of and Resolving Desktop Application Issues Identifying and Resolving New Software Installation Issues Maual Widows 7 Eterprise Desktop Support Techicia (70-685) 1-800-418-6789 Domai 1: Idetifyig Cause of ad Resolvig Desktop Applicatio Issues Idetifyig ad Resolvig New Software Istallatio Issues This sectio

More information

Configuring Additional Active Directory Server Roles

Configuring Additional Active Directory Server Roles Maual Upgradig your MCSE o Server 2003 to Server 2008 (70-649) 1-800-418-6789 Cofigurig Additioal Active Directory Server Roles Active Directory Lightweight Directory Services Backgroud ad Cofiguratio

More information

The Big Picture: An Introduction to Data Warehousing

The Big Picture: An Introduction to Data Warehousing Chapter 1 The Big Picture: A Itroductio to Data Warehousig Itroductio I 1977, Jimmy Carter was Presidet of the Uited States, Star Wars hit the big scree, ad Apple Computer, Ic. itroduced the world to the

More information

U.S.-Based Project Centers Offer Superior Effectiveness Over Offshore in CRM Implementations

U.S.-Based Project Centers Offer Superior Effectiveness Over Offshore in CRM Implementations U.S.-Based Project Ceters Offer Superior Effectiveess Over Offshore i CRM Implemetatios A Eagle Creek Software Services White Paper, 2012 Today s busiess eviromet is more competitive tha ever. I order

More information

Security Functions and Purposes of Network Devices and Technologies (SY0-301) 1-800-418-6789. Firewalls. Audiobooks

Security Functions and Purposes of Network Devices and Technologies (SY0-301) 1-800-418-6789. Firewalls. Audiobooks Maual Security+ Domai 1 Network Security Every etwork is uique, ad architecturally defied physically by its equipmet ad coectios, ad logically through the applicatios, services, ad idustries it serves.

More information

DAME - Microsoft Excel add-in for solving multicriteria decision problems with scenarios Radomir Perzina 1, Jaroslav Ramik 2

DAME - Microsoft Excel add-in for solving multicriteria decision problems with scenarios Radomir Perzina 1, Jaroslav Ramik 2 Itroductio DAME - Microsoft Excel add-i for solvig multicriteria decisio problems with scearios Radomir Perzia, Jaroslav Ramik 2 Abstract. The mai goal of every ecoomic aget is to make a good decisio,

More information

E-Plex Enterprise Access Control System

E-Plex Enterprise Access Control System Eterprise Access Cotrol System Egieered for Flexibility Modular Solutio The Eterprise Access Cotrol System is a modular solutio for maagig access poits. Employig a variety of hardware optios, system maagemet

More information

GoVal Group Government Consulting and Valuation Advisory Group. real. Real expertise. Real choices. Real value.

GoVal Group Government Consulting and Valuation Advisory Group. real. Real expertise. Real choices. Real value. GoVal Group Govermet Cosultig ad Valuatio Advisory Group real. Real expertise. Real choices. Real value. Novogradac s GoVal Group Specialized cosultig services from a idustry leader. real choices. A uique

More information

The Canadian Council of Professional Engineers

The Canadian Council of Professional Engineers The Caadia Coucil of Professioal Egieers Providig leadership which advaces the quality of life through the creative, resposible ad progressive applicatio of egieerig priciples i a global cotext Egieerig

More information

Clustering Algorithm Analysis of Web Users with Dissimilarity and SOM Neural Networks

Clustering Algorithm Analysis of Web Users with Dissimilarity and SOM Neural Networks JONAL OF SOFTWARE, VOL. 7, NO., NOVEMBER 533 Clusterig Algorithm Aalysis of Web Users with Dissimilarity ad SOM Neal Networks Xiao Qiag School of Ecoomics ad maagemet, Lazhou Jiaotog Uiversity, Lazhou;

More information

How to Build More Successful Strategic Supplier Relationships

How to Build More Successful Strategic Supplier Relationships a Decideware white paper How to Build More Successful Strategic Supplier Relatioships Icorporatig Performace & Value metrics i supplier scorecards supplier performace experts scorecards.deploymet.service

More information

15.075 Exam 3. Instructor: Cynthia Rudin TA: Dimitrios Bisias. November 22, 2011

15.075 Exam 3. Instructor: Cynthia Rudin TA: Dimitrios Bisias. November 22, 2011 15.075 Exam 3 Istructor: Cythia Rudi TA: Dimitrios Bisias November 22, 2011 Gradig is based o demostratio of coceptual uderstadig, so you eed to show all of your work. Problem 1 A compay makes high-defiitio

More information

Creating an Agile BI Environment

Creating an Agile BI Environment White Paper Creatig a Agile BI Eviromet The rapidly chagig IT ecoomy has iflueced the Busiess Itelligece (BI) systems to look at iovative ways to be equally fast ad flexible. There is a eed to be more

More information

For customers Income protection the facts

For customers Income protection the facts For customers Icome protectio the facts We ve desiged this documet to give you more iformatio about our icome protectio beefits. It does t form part of ay cotract betwee you ad/or us. This iformatio refers

More information

Merging graph-like object structures

Merging graph-like object structures Mergig graph-like object structures Albert Züdorf Techical Uiversity of Brauschweig Istitute for Software Gaussstr. 11 38023 Brauschweig Germay zuedorf@ips.cs.tu-bs.de Keywords Versio Maagemet, Object

More information

From Customer Satisfaction to Customer Advocacy

From Customer Satisfaction to Customer Advocacy White Paper From Customer Satisfactio to Customer Advocacy Impact of First Time Resolutio (FTR) o Customer Satisfactio ad Sales Performace Baks ad Fiacial Istitutios are ivestig heavily i customer-cetric

More information

SOCIAL MEDIA. Keep the conversations going

SOCIAL MEDIA. Keep the conversations going SOCIAL MEDIA Keep the coversatios goig Social media is where most of the world is. It is therefore a ope source of cosumer data, a chael of commuicatio ad a platform for establishig relatioships with customers.

More information

Product Manager. Integrated management of intellectual property and workflows from pre-acquisition to post-production

Product Manager. Integrated management of intellectual property and workflows from pre-acquisition to post-production Product Maager Itegrated maagemet of itellectual property ad workflows from pre-acquisitio to post-productio Iformatio or frustratio? Publishig processes geerate a wealth of iformatio: about works, iteratios,

More information

Information for Programs Seeking Initial Accreditation

Information for Programs Seeking Initial Accreditation Iformatio for Programs Seekig Iitial Accreditatio Aswers to Frequetly- Asked-Questios (from www.abet.org/ew-to-accreditatio/) Assurig Quality l Stimulatig Iovatio This documet iteds to aswer may of the

More information

RUT - development handbook 1.3 The Spiral Model v 4.0

RUT - development handbook 1.3 The Spiral Model v 4.0 2007-01-16 LiTH RUT - developmet hadbook 1.3 The Spiral Model v 4.0 Fredrik Herbertsso ABSTRACT The idea behid the spiral model is to do system developmet icremetally while usig aother developmet model,

More information

ContactPro Desktop for Multi-Media Contact Center

ContactPro Desktop for Multi-Media Contact Center CotactPro Desktop for Multi-Media Cotact Ceter CCT CotactPro (CP) is the perfect solutio for the aget desktop i a Avaya multimedia call ceter eviromet. CotactPro empowers agets to efficietly serve customers

More information

TruStore: The storage. system that grows with you. Machine Tools / Power Tools Laser Technology / Electronics Medical Technology

TruStore: The storage. system that grows with you. Machine Tools / Power Tools Laser Technology / Electronics Medical Technology TruStore: The storage system that grows with you Machie Tools / Power Tools Laser Techology / Electroics Medical Techology Everythig from a sigle source. Cotets Everythig from a sigle source. 2 TruStore

More information

Patentability of Computer Software and Business Methods

Patentability of Computer Software and Business Methods WIPO-MOST Itermediate Traiig Course o Practical Itellectual Property Issues i Busiess November 10 to 14, 2003 Patetability of Computer Software ad Busiess Methods Tomoko Miyamoto Patet Law Sectio Patet

More information

Domain 1: Configuring Domain Name System (DNS) for Active Directory

Domain 1: Configuring Domain Name System (DNS) for Active Directory Maual Widows Domai 1: Cofigurig Domai Name System (DNS) for Active Directory Cofigure zoes I Domai Name System (DNS), a DNS amespace ca be divided ito zoes. The zoes store ame iformatio about oe or more

More information

Enhancing Oracle Business Intelligence with cubus EV How users of Oracle BI on Essbase cubes can benefit from cubus outperform EV Analytics (cubus EV)

Enhancing Oracle Business Intelligence with cubus EV How users of Oracle BI on Essbase cubes can benefit from cubus outperform EV Analytics (cubus EV) Ehacig Oracle Busiess Itelligece with cubus EV How users of Oracle BI o Essbase cubes ca beefit from cubus outperform EV Aalytics (cubus EV) CONTENT 01 cubus EV as a ehacemet to Oracle BI o Essbase 02

More information

HP Asset Manager. Software version: 5.20. Service Asset and Configuration Management

HP Asset Manager. Software version: 5.20. Service Asset and Configuration Management HP Asset Maager Software versio: 5.20 Service Asset ad Cofiguratio Maagemet Documet Release Date: 01 October 2009 Software Release Date: October 2009 Legal Notices Copyright Notices Copyright 1994-2009

More information

ni.com/sdr Software Defined Radio

ni.com/sdr Software Defined Radio i.com/sdr Software Defied Radio Rapid Prototypig With Software Defied Radio The Natioal Istrumets software defied radio (SDR) platform provides a itegrated hardware ad software solutio for rapidly prototypig

More information

Supply Chain Management

Supply Chain Management Supply Chai Maagemet Douglas M. Lambert, Ph.D. The Raymod E. Maso Chaired Professor ad Director, The Global Supply Chai Forum Supply Chai Maagemet is NOT a New Name for Logistics The Begiig of Wisdom Is

More information

On-Premise CRM to Salesforce Migration - Benefits, Challenges and Best Practices

On-Premise CRM to Salesforce Migration - Benefits, Challenges and Best Practices White Paper O-Premise CRM to Salesforce Migratio - Beefits, Challeges ad Best Practices With the advet of cloud computig, orgaizatios are lookig to move their Customer Relatioship Maagemet (CRM) applicatios

More information

CCH Accountants Starter Pack

CCH Accountants Starter Pack CCH Accoutats Starter Pack We may be a bit smaller, but fudametally we re o differet to ay other accoutig practice. Util ow, smaller firms have faced a stark choice: Buy cheaply, kowig that the practice

More information

e-trader user guide Introduction

e-trader user guide Introduction User guide e-trader user guide Itroductio At UK Geeral our aim is to provide you with the best possible propositio for you ad your customers. We believe i offerig brokers a choice of how they trade with

More information

My first gold holdings. My first bank. Simple. Transparent. Individual. Our investment solutions for clients abroad.

My first gold holdings. My first bank. Simple. Transparent. Individual. Our investment solutions for clients abroad. My first gold holdigs. My first bak. Simple. Trasparet. Idividual. Our ivestmet solutios for cliets abroad. The perfect basis for workig together successfully The wheel of time is turig faster tha ever

More information

A Balanced Scorecard

A Balanced Scorecard A Balaced Scorecard with VISION A Visio Iteratioal White Paper Visio Iteratioal A/S Aarhusgade 88, DK-2100 Copehage, Demark Phoe +45 35430086 Fax +45 35434646 www.balaced-scorecard.com 1 1. Itroductio

More information

The Stable Marriage Problem

The Stable Marriage Problem The Stable Marriage Problem William Hut Lae Departmet of Computer Sciece ad Electrical Egieerig, West Virgiia Uiversity, Morgatow, WV William.Hut@mail.wvu.edu 1 Itroductio Imagie you are a matchmaker,

More information

Enabling Optimized Network Operations

Enabling Optimized Network Operations A Poit of View Eablig Optimized Network Operatios The Evictio Mechaism Approach to Maagig Data Flows based o Importace Itroductio The explosive growth i the umber of users alog with differet types of etwork

More information

1 Computing the Standard Deviation of Sample Means

1 Computing the Standard Deviation of Sample Means Computig the Stadard Deviatio of Sample Meas Quality cotrol charts are based o sample meas ot o idividual values withi a sample. A sample is a group of items, which are cosidered all together for our aalysis.

More information

CCH Practice Management

CCH Practice Management 1 CCH Practice Maagemet practice maagemet facig today s challeges Every year it seems we face more regulatios, growig cliet expectatios ad lower margis o our compliace work. It s a tough time for a accoutig

More information

The ERP Card-Solution. The power, control and efficiency of ERP combined with the ease-of-use and financial benefits of a P-Card.

The ERP Card-Solution. The power, control and efficiency of ERP combined with the ease-of-use and financial benefits of a P-Card. The ERP Card-Solutio Xpoetial - It's about Itegratio The power, cotrol ad efficiecy of ERP combied with the ease-of-use ad fiacial beefits of a P-Card. TM poetial The ERP-Card Solutio P-Cards ad ERP For

More information

iprox sensors iprox inductive sensors iprox programming tools ProxView programming software iprox the world s most versatile proximity sensor

iprox sensors iprox inductive sensors iprox programming tools ProxView programming software iprox the world s most versatile proximity sensor iprox sesors iprox iductive sesors iprox programmig tools ProxView programmig software iprox the world s most versatile proximity sesor The world s most versatile proximity sesor Eato s iproxe is syoymous

More information

CCH Accounts Production

CCH Accounts Production CCH Accouts Productio accouts productio facig today s challeges Preparig statutory ad fiacial accouts is a core activity for our practice, as it is for may professioal firms. Although legislatio ad accoutig

More information

The future of global data management is here: modular, scalable and integrated. MasterCard smartdata.gen2

The future of global data management is here: modular, scalable and integrated. MasterCard smartdata.gen2 The future of global data maagemet is here: modular, scalable ad itegrated MasterCard smartdata.ge2 Revolutioize your data. Trasform your busiess. MasterCard smartdata.ge2 is a revolutioary web-based

More information

AdaLab. Adaptive Automated Scientific Laboratory (AdaLab) Adaptive Machines in Complex Environments. n Start Date: 1.4.15

AdaLab. Adaptive Automated Scientific Laboratory (AdaLab) Adaptive Machines in Complex Environments. n Start Date: 1.4.15 AdaLab AdaLab Adaptive Automated Scietific Laboratory (AdaLab) Adaptive Machies i Complex Eviromets Start Date: 1.4.15 Scietific Backgroud The Cocept of a Robot Scietist Computer systems capable of origiatig

More information

The Drupal-Powered Enterprise

The Drupal-Powered Enterprise The Drupal-Powered Eterprise Three ways to capitalize o Drupal as a uified platform for low-cost, cetral maagemet of multiple websites Deliverig Extraordiary Web Experieces without Extraordiary Burdes

More information

Harnessing Natural and Human Capital 2009 10

Harnessing Natural and Human Capital 2009 10 NATURAL RESOURCES INSTITUTE Haressig Natural ad Huma Capital 2009 10 www.ri.org Who we are The Natural Resources Istitute (NRI) is a specialist istitute of the Uiversity of Greewich. We provide research,

More information

Contents. 1 Scalable Business Management Software. 2 Overview of Benefits. 3 Choosing the right Sage Accpac ERP Edition for your Business

Contents. 1 Scalable Business Management Software. 2 Overview of Benefits. 3 Choosing the right Sage Accpac ERP Edition for your Business Accpac ERP Cotets 1 Scalable Busiess Maagemet Software 2 Overview of Beefits 3 Choosig the right Sage Accpac ERP Editio for your Busiess 4 Sage Accpac ERP Feature Compariso 5 A Breakdow of Core Modules

More information

auction a guide to buying at Residential

auction a guide to buying at Residential Residetial a guide to buyig at auctio Allsop is the market leader for residetial ad commercial auctios i the UK Aually sells approximately 1 billio of property at auctio i the UK Holds at least seve residetial

More information

FPO. A global telecom s strategy. for Canada

FPO. A global telecom s strategy. for Canada FPO A global telecom s strategy for Caada A global telecom s strategy for Caada Global telecommuicatios compaies that support multi-atioal corporatios (MNC) are tasked with providig a cosistet cliet experiece

More information

INDEPENDENT BUSINESS PLAN EVENT 2016

INDEPENDENT BUSINESS PLAN EVENT 2016 INDEPENDENT BUSINESS PLAN EVENT 2016 The Idepedet Busiess Pla Evet ivolves the developmet of a comprehesive proposal to start a ew busiess. Ay type of busiess may be used. The Idepedet Busiess Pla Evet

More information

The analysis of the Cournot oligopoly model considering the subjective motive in the strategy selection

The analysis of the Cournot oligopoly model considering the subjective motive in the strategy selection The aalysis of the Courot oligopoly model cosiderig the subjective motive i the strategy selectio Shigehito Furuyama Teruhisa Nakai Departmet of Systems Maagemet Egieerig Faculty of Egieerig Kasai Uiversity

More information

optimise your investment in Microsoft technology. Microsoft Consulting Services from CIBER

optimise your investment in Microsoft technology. Microsoft Consulting Services from CIBER optimise your ivestmet i Microsoft techology. Microsoft Cosultig Services from Microsoft Cosultig Services from MICROSOFT CONSULTING SERVICES ca help with ay stage i the lifecycle of adoptig Microsoft

More information

A guide to School Employees' Well-Being

A guide to School Employees' Well-Being A guide to School Employees' Well-Beig Backgroud The public school systems i the Uited States employ more tha 6.7 millio people. This large workforce is charged with oe of the atio s critical tasks to

More information

COMPUTING EFFICIENCY METRICS FOR SYNERGIC INTELLIGENT TRANSPORTATION SYSTEMS

COMPUTING EFFICIENCY METRICS FOR SYNERGIC INTELLIGENT TRANSPORTATION SYSTEMS Trasport ad Teleuicatio Vol, No 4, 200 Trasport ad Teleuicatio, 200, Volume, No 4, 66 74 Trasport ad Teleuicatio Istitute, Lomoosova, Riga, LV-09, Latvia COMPUTING EFFICIENCY METRICS FOR SYNERGIC INTELLIGENT

More information

Trustwave Leverages OEM Partnerships to Deepen SIEM Market Penetration

Trustwave Leverages OEM Partnerships to Deepen SIEM Market Penetration Trustwave Leverages OEM Parterships to Deepe SIEM Market Peetratio Accelerated lauch of ew security appliaces delivers reveue growth with assist from UNICOM Egieerig ad Dell OEM Solutios Itroductio Trustwave

More information

Engineering 323 Beautiful Homework Set 3 1 of 7 Kuszmar Problem 2.51

Engineering 323 Beautiful Homework Set 3 1 of 7 Kuszmar Problem 2.51 Egieerig 33 eautiful Homewor et 3 of 7 Kuszmar roblem.5.5 large departmet store sells sport shirts i three sizes small, medium, ad large, three patters plaid, prit, ad stripe, ad two sleeve legths log

More information

Soving Recurrence Relations

Soving Recurrence Relations Sovig Recurrece Relatios Part 1. Homogeeous liear 2d degree relatios with costat coefficiets. Cosider the recurrece relatio ( ) T () + at ( 1) + bt ( 2) = 0 This is called a homogeeous liear 2d degree

More information

For customers Key features of the Guaranteed Pension Annuity

For customers Key features of the Guaranteed Pension Annuity For customers Key features of the Guarateed Pesio Auity The Fiacial Coduct Authority is a fiacial services regulator. It requires us, Aego, to give you this importat iformatio to help you to decide whether

More information

Neolane Leads. Neolane v6.1

Neolane Leads. Neolane v6.1 Neolae Leads Neolae v6.1 This documet, ad the software it describes, are provided subject to a Licese Agreemet ad may ot be used or copied outside of the provisios of the Licese Agreemet. No part of this

More information

Agenda. Outsourcing and Globalization in Software Development. Outsourcing. Outsourcing here to stay. Outsourcing Alternatives

Agenda. Outsourcing and Globalization in Software Development. Outsourcing. Outsourcing here to stay. Outsourcing Alternatives Outsourcig ad Globalizatio i Software Developmet Jacques Crocker UW CSE Alumi 2003 jc@cs.washigto.edu Ageda Itroductio The Outsourcig Pheomeo Leadig Offshore Projects Maagig Customers Offshore Developmet

More information

How to use what you OWN to reduce what you OWE

How to use what you OWN to reduce what you OWE How to use what you OWN to reduce what you OWE Maulife Oe A Overview Most Caadias maage their fiaces by doig two thigs: 1. Depositig their icome ad other short-term assets ito chequig ad savigs accouts.

More information

Statement of cash flows

Statement of cash flows 6 Statemet of cash flows this chapter covers... I this chapter we study the statemet of cash flows, which liks profit from the statemet of profit or loss ad other comprehesive icome with chages i assets

More information

IMPROVING LEARNING AND REDUCING COSTS New Models for Online Learning

IMPROVING LEARNING AND REDUCING COSTS New Models for Online Learning IMPROVING LEARNING AND REDUCING COSTS New Models for Olie Learig Established i 1999 as a uiversity Ceter at RPI fuded by the Pew Charitable Trusts Became a idepedet o-profit orgaizatio i 2003 Missio: help

More information

Managed Oracle Database Service

Managed Oracle Database Service Maaged Oracle Database Service maaged oracle database service As a orgaisatio you eed to esure the highest levels of iformatio availability ad data protectio to support your applicatios. Dimesio Data ca

More information

For information about special quantity discounts, please email special_sales@mitpress.mit.edu

For information about special quantity discounts, please email special_sales@mitpress.mit.edu At Your Service Service-Orieted Computig from a EU Perspective edited by Elisabetta Di Nitto, Ae-Marie Sasse, Paolo Traverso, ad Aria Zwegers The MIT Press Cambridge, Massachusetts Lodo, Eglad 6 2009 Massachusetts

More information