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Int’l Conf. Exploring Services Sciences (IESS 2010)
                                                   February 17-19, 2010
                                                   Geneva, Switzerland




          Xiaofei Xu, Xianzhi Wang, Zhongjie Wang
                          (xiaofei@hit.edu.cn)
Research Center of Intelligent Computing for Enterprises and Services (ICES)
               School of Computer Science and Technology
                   Harbin Institute of Technology, China
                            February 19, 2010
Life Cycle of Virtualized Service Resource in BIRIS Environment


    Where is Harbin Institute of Technology
                                           Harbin Institute of
                                           Technology (HIT, 1920-) is
                                           one of top nine universities
                                           in China.



The Computing Division
in HIT was founded in 1956.
Life Cycle of Virtualized Service Resource in BIRIS Environment


Beautiful Harbin
Life Cycle of Virtualized Service Resource in BIRIS Environment


 Contents

  Background
  BIRIS framework and characteristics
  Core elements of BIRIS: virtualized tasks and virtualized
   service resource
  Technical architecture and typical applications of BIRIS
  Future work
  Other research work related to service engineering at
   HIT-ICES
Int’l Conf. Exploring Services Sciences (IESS 2010)
                  February 17-19, 2010
                  Geneva, Switzerland




Background
Life Cycle of Virtualized Service Resource in BIRIS Environment


Emergence of BIRIS: marine logistics service

   Problems in current services:
  –  marine logistics service



                         Truck company                   Customs
                                           resources

      Weihai                              Logistics                             Inchon
                      tasks                                        tasks
      China                            service platform                         Korea



                                    resources     resources
  Cargo owners                                                               Cargo owners
   (consigners)                                                              (consignees)

                                           Ship owners
                  Freight forwarders                     Dock and warehouse
Life Cycle of Virtualized Service Resource in BIRIS Environment


Emergence of BIRIS: marine logistics service




                  Logistics
               service platform
Int’l Conf. Exploring Services Sciences (IESS 2010)
                              February 17-19, 2010
                              Geneva, Switzerland




BIRIS framework and characteristics
Life Cycle of Virtualized Service Resource in BIRIS Environment


Business framework of BIRIS

   BIRIS: BI-lateral client-oriented Resource Integration Service mode




                         Third-Party Service Agency




  Customer Side                                                         Provider Side




                      Centralized Quality and Credit Control
Life Cycle of Virtualized Service Resource in BIRIS Environment


Key innovative characteristics of BIRIS mode
   Personalized/customized new service content/new service approaches
   –  Market subdivision brings up enormous services both in market and on the web,
      The cost for building “requester-supplier” relationship for both sides grows violently
   Added customer value
   –  Usage value: enhanced business value of customers in service chain/quality
   –  Enjoyment value: Addition to or deepening of service content/service approach
   –  Scale value: enlarged customer groups, refined customer classification and
      enriched service content
   Establishment of service center/service delivery center
   –  To provide unified practices for service, quality criteria, pricing
   –  To integrate customers, personalization, credit, call center, etc
   Integration of dispersed service resources into virtualized resources
   –  To offer value-added virtual service by integrating multiple service resources
      provided by multiple service providers
   –  To overcome the limitedness of service resources under traditional service modes
Life Cycle of Virtualized Service Resource in BIRIS Environment


Key innovative characteristics of BIRIS mode
   Service solution/evolutionary solution for service adaptability
   –  Service asset reuse, context-aware/autonomy
   –  Service on demand, selectable, configurable, personalization
   Life cycle oriented definition, recommendation, evaluation and
    optimization of service quality
   –  Define service quality indicator structure and evaluation methods
   –  Tracking, feedback, and optimization to current service system
   Accumulation and utilization of historical credit of both sides of service
    participants
   –  Establish credit system for customers, to restrict them from bad behaviors
   –  Establish credit system for comprehensive assessment to providers
   Internet-based/IT-enabled platform to support services
   –  SOA/SaaS based service business application platform
   –  IT infrastructure platform for service system
   –  Environment for service design and implementation
Int’l Conf. Exploring Services Sciences (IESS 2010)
                                February 17-19, 2010
                                Geneva, Switzerland




  Core elements of BIRIS: virtualized
tasks and virtualized service resources
Life Cycle of Virtualized Service Resource in BIRIS Environment


Why VSR (Virtualized Service Resources)?

    Core mechanism in BIRIS
                 virtualization
   Individual                         Virtualized
 requirements                     requirements/Tasks

                         Matching/mapping
                                                           virtualization
                                          Virtualized                       Individual
                                          resources                         resources

   Example of a Virtual Service Task

                      requesting 5.5 containers
Cargo owner A
                                                                   requesting 20 containers
                     requesting 14.5 containers virtualization
Cargo owner B
Life Cycle of Virtualized Service Resource in BIRIS Environment


What’s VSR?

   Virtualized service resource (VSR)
   –  A physical- cyber mapping from resources in real world to software / IT world
   –  A integration of services resources from different sources and providers


   Example of VSR



                       Virtualized                       Warehouse
                   service Resource
                   Container loading                    Virtualized
                                                     service Resource
                                                                            Truck company A

Cargo owner                                                                 Truck company B
                 Cargo fetching
Life Cycle of Virtualized Service Resource in BIRIS Environment


Life cycle of virtualized service resource

   VSR reflects the mass integration nature of BIRIS distinctly
   –  Establishment: a dynamic service composition algorithm is employed to integrate
      resources directly from individual ones in real-time
   –  Selection: multiple resources are selected to perform necessary functionalities and
      to exert desired outputs
   –  Runtime usage: virtualization of human activities and Web service/service
      composition technologies are adopted to enable corresponding resources really
      work
   –  Management: VSR has a two-tier structure: capability specific layer and
      requirement specific layer
   –  Discard: to keep virtualization mechanism work efficiently, VSRs with little
      possibility of usage should be removed from repository


       Establishment          Selection          Runtime usage            Discard
          of VSR               of VSR               of VSR                of VSR


                                   Management of VSR
Life Cycle of Virtualized Service Resource in BIRIS Environment


Key techniques for different stages in life cycle

   Establishment of VSR




   –  1: Dynamic generation of virtualized service resources
   –  2: Credit/quality/personalization based service selection and matchmaking
   –  3: Static generation and recommendation of virtualized service resources based on
      data analysis
Life Cycle of Virtualized Service Resource in BIRIS Environment


Key techniques for different stages in life cycle

   Selection of Virtualized service resources
   –  Semantic representation of virtualized service resources
   –  Matchmaking between virtualized service tasks and virtualized service resources
   –  Matchmaking between concrete services for adjustment of VSR

              Virtualized                                                Virtualized
             service task                                             service resource
                 Procedure of VSR selection

            Step 1: functional matching; function
                        function
            Step 2: non-functional matching                      function
                     ---- value         Input/Output                                name
                     ---- quality
                     ---- credit/risk;    Quality                                  element
            Step 3: task traits
    objectives            decomposition;                          traits
                                          Value
            Step 4: for each task, goto Step 1.                                    structure

   constraints                            Credit/Risk
                                                                                  utilization
Life Cycle of Virtualized Service Resource in BIRIS Environment


Key techniques for different stages in life cycle

   Runtime usage
   –  Seamless linkage of human-machine interactions: WS-HumanTask specification
   –  Theory of service ecosystem
   Management
   –  Customer community
   –  Service community
   –  Performance analysis of virtualized service resources
   –  Dynamic deployment and runtime adjustment of virtualized service resources
   –  Personalization/differentiation oriented service resources virtualization
   Discard
   –  Statistical analysis on quality of VSR
   –  Credit evaluation of virtualized service resources base on social networks
Int’l Conf. Exploring Services Sciences (IESS 2010)
                              February 17-19, 2010
                              Geneva, Switzerland




Technical architecture and typical
          applications
Life Cycle of Virtualized Service Resource in BIRIS Environment


SOA-based BIRIS platform architecture
                        Layer 1: Portal


           Layer 2: Coarse-grained Business Services



                                Layer 3: Fundamental Services




           Layer 4: Infrastructural Technical Services


            Layer 5: Fine-grained Software Services


                   Layer 6: Legacy Systems
Life Cycle of Virtualized Service Resource in BIRIS Environment


Typical Application: marine logistics service
Life Cycle of Virtualized Service Resource in BIRIS Environment

Typical Application: S3HC service
(S3HC: Smart Service System for Health-Care)
                                                                                                   Healthcare
                                                                                                     center
             Smart Healthcare Service Platform
                                                                                                      120
                                               tasks                                               Emergency
                                                                                                     center
                     Monitor                  Emergency                  Inspect
  Healthy              and                                                 and                      Hospital
                    prevention                treatment                 diagnosis
  member                                                                                           out-patient
                                              Rehabilitat                Monitor                   department
                       Surgery                 ion and                     and
                                               nursing                  prevention                  Hospital’s
                                                                                                    in-patient
                                             resources                                             department
  Patient                    Rescue Center




                                                                                 Doctor Groups
                              Emergency


                                                                                                 Pharmaceuticals
               Monitoring




                                                            Operation
                                               Diagnose
                                                Center



                                                             Center
                Center




                                                                                                    company
                                                                           …
                                                                                                  Nursing Case
  Recurred                                                                                         Company
  member
                                                                                                  Rehabilitation
                                                                                                     center

                            Healthcare Cloud
                                                                                                  Rehabilitation
                                                                                                   instrument
                                                                                                    company
Int’l Conf. Exploring Services Sciences (IESS 2010)
                   February 17-19, 2010
                   Geneva, Switzerland




Future works
Life Cycle of Virtualized Service Resource in BIRIS Environment


Valuable future research aspects

   Dynamic approaches for virtualized service resources
    generation
   Dynamic deployment and runtime adjustment of virtualized
    service resources
   Personalized and differentiated virtualized service resources
   Credit assessment of virtualized service resources
   Classification of requirements based on existing virtualized
    service resources
   Enrichment and adjustment of virtualized service resources
    based on requirement trends analysis
Int’l Conf. Exploring Services Sciences (IESS 2010)
                            February 17-19, 2010
                            Geneva, Switzerland




 Other research work related to
service engineering at HIT-ICES
Life Cycle of Virtualized Service Resource in BIRIS Environment


Research on service engineering in HIT-ICES




                        BIRIS




 SQFD          SMDA                              VASEM
Life Cycle of Virtualized Service Resource in BIRIS Environment


Service research roadmap of HIT-ICES
                                                         Service Platform
                              Logistics
                              Service                                 Smart Services
                                              Value-aware
           Campus                             methodology
           Service          2008-2009
                                                       VASEM             2009-2010
                                  Innovative
        2007-2009
                                 service mode
                                                           2008-2009        Healthcare
               Quality issues         BIRIS                                  Service
                in service                                                     2010
                                       2008                   Outsourcing
   Service
 engineering         SQFD                                      Service
 methodology                                                      2010
                     2007
    SMDA

  2005-2006
Service-related research progress, ICES/HIT
Service-related research progress, ICES/HIT




 Category                                      Objective                                                            Course list
                                                                                              Introduction to service engineering
              This category is to let students get to know what is service and the
  General                                                                                     System engineering
              knowledge scope of service engineering. Some prerequisite courses that
foundations                                                                                   Requirement engineering
              service engineering requires are included, too.
                                                                                              Service modelling techniques
              Focusing on top-level business, this category helps students catch on the       Service innovation and business transformation
  Service     trend of “servicization” against the backdrop of growing economic               Enterprise and services architecture
  theory      globalization, then focuses on methods and processes that support service
              innovation and continuous improvement of enterprises.
                                                                                              Introduction to service management
              This category is an auxiliary one which make students have some                 IT service management (ITSM)
  Service
              knowledge that how a service practitioner manages the service to enhance        IT project management
management
              better quality, productivity, and customer satisfaction.                        Service quality assurance
                                                                                              Service asset management
                                                                                              Web services
              Focusing on bottom-level techniques, this category is the principal part of     Service computing foundations
  Service     the curriculum. It contains mainstream information technologies that            Service development techniques
technology    facilitate service-oriented system analysis, design and development. Some       Service execution infrastructure and environment
              emerging service techniques may be chosen selectively.                          Emerging service techniques (cloud computing, SaaS,
                                                                                             Web 2.0, etc)
                                                                                              ERP
              This category is composed of knowledge from a set of typical service            SCM
              application domains based on some complete or on-going projects. They           CRM
Application
              help students understand services and service engineering methodology           Logistics services
              from real-world point of view.                                                  Healthcare services
                                                                                              Business Process Outsourcing (BPO) services
                                                                                              Data warehouse
              This category contains some mathematical and data analysis tools that are
   Tools                                                                                      Data mining
              useful for decision-making when a service system is designed/developed.
                                                                                              Operation research
              This category aims not at leaning new knowledge but at applying learned         Project-oriented comprehensive practice on service
 Practice     knowledge into practice and try to solve real-world service-related problem.   engineering
              Fully or partial environment will be provided to students.                      Corporate Internship
Service-related research progress, ICES/HIT




Fall semester

          Course Name         Hours        Type                 Weeks
    Introduction to service
                              30      General            1-8
    engineering
    Service-Oriented
                              30      Technology         9-16
    Computing

Spring semester

          Course Name         Hours        Type                 Weeks
    Business modeling and
                              30      General            1-8
    analysis
    ERP                       30      Application        1-8
    Service management        30      Management         6-14
    SCM and CRM               30      Application        9-16
    Project-oriented
    comprehensive practice    30      Practice           11-18
    on service engineering
Int’l Conf. Exploring Services Sciences (IESS 2010)
                                                   February 17-19, 2010
                                                   Geneva, Switzerland




          Xiaofei Xu, Xianzhi Wang, Zhongjie Wang
                          (xiaofei@hit.edu.cn)
Research Center of Intelligent Computing for Enterprises and Services (ICES)
               School of Computer Science and Technology
                    Harbin Institute of Technology, China
                            February 19, 2010

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Vi 3 Iess2010 Vi 3 Xiaofei Xu

  • 1. Int’l Conf. Exploring Services Sciences (IESS 2010) February 17-19, 2010 Geneva, Switzerland Xiaofei Xu, Xianzhi Wang, Zhongjie Wang (xiaofei@hit.edu.cn) Research Center of Intelligent Computing for Enterprises and Services (ICES) School of Computer Science and Technology Harbin Institute of Technology, China February 19, 2010
  • 2. Life Cycle of Virtualized Service Resource in BIRIS Environment Where is Harbin Institute of Technology Harbin Institute of Technology (HIT, 1920-) is one of top nine universities in China. The Computing Division in HIT was founded in 1956.
  • 3. Life Cycle of Virtualized Service Resource in BIRIS Environment Beautiful Harbin
  • 4. Life Cycle of Virtualized Service Resource in BIRIS Environment Contents   Background   BIRIS framework and characteristics   Core elements of BIRIS: virtualized tasks and virtualized service resource   Technical architecture and typical applications of BIRIS   Future work   Other research work related to service engineering at HIT-ICES
  • 5. Int’l Conf. Exploring Services Sciences (IESS 2010) February 17-19, 2010 Geneva, Switzerland Background
  • 6. Life Cycle of Virtualized Service Resource in BIRIS Environment Emergence of BIRIS: marine logistics service   Problems in current services: –  marine logistics service Truck company Customs resources Weihai Logistics Inchon tasks tasks China service platform Korea resources resources Cargo owners Cargo owners (consigners) (consignees) Ship owners Freight forwarders Dock and warehouse
  • 7. Life Cycle of Virtualized Service Resource in BIRIS Environment Emergence of BIRIS: marine logistics service Logistics service platform
  • 8. Int’l Conf. Exploring Services Sciences (IESS 2010) February 17-19, 2010 Geneva, Switzerland BIRIS framework and characteristics
  • 9. Life Cycle of Virtualized Service Resource in BIRIS Environment Business framework of BIRIS   BIRIS: BI-lateral client-oriented Resource Integration Service mode Third-Party Service Agency Customer Side Provider Side Centralized Quality and Credit Control
  • 10. Life Cycle of Virtualized Service Resource in BIRIS Environment Key innovative characteristics of BIRIS mode   Personalized/customized new service content/new service approaches –  Market subdivision brings up enormous services both in market and on the web, The cost for building “requester-supplier” relationship for both sides grows violently   Added customer value –  Usage value: enhanced business value of customers in service chain/quality –  Enjoyment value: Addition to or deepening of service content/service approach –  Scale value: enlarged customer groups, refined customer classification and enriched service content   Establishment of service center/service delivery center –  To provide unified practices for service, quality criteria, pricing –  To integrate customers, personalization, credit, call center, etc   Integration of dispersed service resources into virtualized resources –  To offer value-added virtual service by integrating multiple service resources provided by multiple service providers –  To overcome the limitedness of service resources under traditional service modes
  • 11. Life Cycle of Virtualized Service Resource in BIRIS Environment Key innovative characteristics of BIRIS mode   Service solution/evolutionary solution for service adaptability –  Service asset reuse, context-aware/autonomy –  Service on demand, selectable, configurable, personalization   Life cycle oriented definition, recommendation, evaluation and optimization of service quality –  Define service quality indicator structure and evaluation methods –  Tracking, feedback, and optimization to current service system   Accumulation and utilization of historical credit of both sides of service participants –  Establish credit system for customers, to restrict them from bad behaviors –  Establish credit system for comprehensive assessment to providers   Internet-based/IT-enabled platform to support services –  SOA/SaaS based service business application platform –  IT infrastructure platform for service system –  Environment for service design and implementation
  • 12. Int’l Conf. Exploring Services Sciences (IESS 2010) February 17-19, 2010 Geneva, Switzerland Core elements of BIRIS: virtualized tasks and virtualized service resources
  • 13. Life Cycle of Virtualized Service Resource in BIRIS Environment Why VSR (Virtualized Service Resources)?   Core mechanism in BIRIS virtualization Individual Virtualized requirements requirements/Tasks Matching/mapping virtualization Virtualized Individual resources resources   Example of a Virtual Service Task requesting 5.5 containers Cargo owner A requesting 20 containers requesting 14.5 containers virtualization Cargo owner B
  • 14. Life Cycle of Virtualized Service Resource in BIRIS Environment What’s VSR?   Virtualized service resource (VSR) –  A physical- cyber mapping from resources in real world to software / IT world –  A integration of services resources from different sources and providers   Example of VSR Virtualized Warehouse service Resource Container loading Virtualized service Resource Truck company A Cargo owner Truck company B Cargo fetching
  • 15. Life Cycle of Virtualized Service Resource in BIRIS Environment Life cycle of virtualized service resource   VSR reflects the mass integration nature of BIRIS distinctly –  Establishment: a dynamic service composition algorithm is employed to integrate resources directly from individual ones in real-time –  Selection: multiple resources are selected to perform necessary functionalities and to exert desired outputs –  Runtime usage: virtualization of human activities and Web service/service composition technologies are adopted to enable corresponding resources really work –  Management: VSR has a two-tier structure: capability specific layer and requirement specific layer –  Discard: to keep virtualization mechanism work efficiently, VSRs with little possibility of usage should be removed from repository Establishment Selection Runtime usage Discard of VSR of VSR of VSR of VSR Management of VSR
  • 16. Life Cycle of Virtualized Service Resource in BIRIS Environment Key techniques for different stages in life cycle   Establishment of VSR –  1: Dynamic generation of virtualized service resources –  2: Credit/quality/personalization based service selection and matchmaking –  3: Static generation and recommendation of virtualized service resources based on data analysis
  • 17. Life Cycle of Virtualized Service Resource in BIRIS Environment Key techniques for different stages in life cycle   Selection of Virtualized service resources –  Semantic representation of virtualized service resources –  Matchmaking between virtualized service tasks and virtualized service resources –  Matchmaking between concrete services for adjustment of VSR Virtualized Virtualized service task service resource Procedure of VSR selection Step 1: functional matching; function function Step 2: non-functional matching function ---- value Input/Output name ---- quality ---- credit/risk; Quality element Step 3: task traits objectives decomposition; traits Value Step 4: for each task, goto Step 1. structure constraints Credit/Risk utilization
  • 18. Life Cycle of Virtualized Service Resource in BIRIS Environment Key techniques for different stages in life cycle   Runtime usage –  Seamless linkage of human-machine interactions: WS-HumanTask specification –  Theory of service ecosystem   Management –  Customer community –  Service community –  Performance analysis of virtualized service resources –  Dynamic deployment and runtime adjustment of virtualized service resources –  Personalization/differentiation oriented service resources virtualization   Discard –  Statistical analysis on quality of VSR –  Credit evaluation of virtualized service resources base on social networks
  • 19. Int’l Conf. Exploring Services Sciences (IESS 2010) February 17-19, 2010 Geneva, Switzerland Technical architecture and typical applications
  • 20. Life Cycle of Virtualized Service Resource in BIRIS Environment SOA-based BIRIS platform architecture Layer 1: Portal Layer 2: Coarse-grained Business Services Layer 3: Fundamental Services Layer 4: Infrastructural Technical Services Layer 5: Fine-grained Software Services Layer 6: Legacy Systems
  • 21. Life Cycle of Virtualized Service Resource in BIRIS Environment Typical Application: marine logistics service
  • 22. Life Cycle of Virtualized Service Resource in BIRIS Environment Typical Application: S3HC service (S3HC: Smart Service System for Health-Care) Healthcare center Smart Healthcare Service Platform 120 tasks Emergency center Monitor Emergency Inspect Healthy and and Hospital prevention treatment diagnosis member out-patient Rehabilitat Monitor department Surgery ion and and nursing prevention Hospital’s in-patient resources department Patient Rescue Center Doctor Groups Emergency Pharmaceuticals Monitoring Operation Diagnose Center Center Center company … Nursing Case Recurred Company member Rehabilitation center Healthcare Cloud Rehabilitation instrument company
  • 23. Int’l Conf. Exploring Services Sciences (IESS 2010) February 17-19, 2010 Geneva, Switzerland Future works
  • 24. Life Cycle of Virtualized Service Resource in BIRIS Environment Valuable future research aspects   Dynamic approaches for virtualized service resources generation   Dynamic deployment and runtime adjustment of virtualized service resources   Personalized and differentiated virtualized service resources   Credit assessment of virtualized service resources   Classification of requirements based on existing virtualized service resources   Enrichment and adjustment of virtualized service resources based on requirement trends analysis
  • 25. Int’l Conf. Exploring Services Sciences (IESS 2010) February 17-19, 2010 Geneva, Switzerland Other research work related to service engineering at HIT-ICES
  • 26. Life Cycle of Virtualized Service Resource in BIRIS Environment Research on service engineering in HIT-ICES BIRIS SQFD SMDA VASEM
  • 27. Life Cycle of Virtualized Service Resource in BIRIS Environment Service research roadmap of HIT-ICES Service Platform Logistics Service Smart Services Value-aware Campus methodology Service 2008-2009 VASEM 2009-2010 Innovative 2007-2009 service mode 2008-2009 Healthcare Quality issues BIRIS Service in service 2010 2008 Outsourcing Service engineering SQFD Service methodology 2010 2007 SMDA 2005-2006
  • 29. Service-related research progress, ICES/HIT Category Objective Course list  Introduction to service engineering This category is to let students get to know what is service and the General  System engineering knowledge scope of service engineering. Some prerequisite courses that foundations  Requirement engineering service engineering requires are included, too.  Service modelling techniques Focusing on top-level business, this category helps students catch on the  Service innovation and business transformation Service trend of “servicization” against the backdrop of growing economic  Enterprise and services architecture theory globalization, then focuses on methods and processes that support service innovation and continuous improvement of enterprises.  Introduction to service management This category is an auxiliary one which make students have some  IT service management (ITSM) Service knowledge that how a service practitioner manages the service to enhance  IT project management management better quality, productivity, and customer satisfaction.  Service quality assurance  Service asset management  Web services Focusing on bottom-level techniques, this category is the principal part of  Service computing foundations Service the curriculum. It contains mainstream information technologies that  Service development techniques technology facilitate service-oriented system analysis, design and development. Some  Service execution infrastructure and environment emerging service techniques may be chosen selectively.  Emerging service techniques (cloud computing, SaaS, Web 2.0, etc)  ERP This category is composed of knowledge from a set of typical service  SCM application domains based on some complete or on-going projects. They  CRM Application help students understand services and service engineering methodology  Logistics services from real-world point of view.  Healthcare services  Business Process Outsourcing (BPO) services  Data warehouse This category contains some mathematical and data analysis tools that are Tools  Data mining useful for decision-making when a service system is designed/developed.  Operation research This category aims not at leaning new knowledge but at applying learned  Project-oriented comprehensive practice on service Practice knowledge into practice and try to solve real-world service-related problem. engineering Fully or partial environment will be provided to students.  Corporate Internship
  • 30. Service-related research progress, ICES/HIT Fall semester Course Name Hours Type Weeks Introduction to service 30 General 1-8 engineering Service-Oriented 30 Technology 9-16 Computing Spring semester Course Name Hours Type Weeks Business modeling and 30 General 1-8 analysis ERP 30 Application 1-8 Service management 30 Management 6-14 SCM and CRM 30 Application 9-16 Project-oriented comprehensive practice 30 Practice 11-18 on service engineering
  • 31. Int’l Conf. Exploring Services Sciences (IESS 2010) February 17-19, 2010 Geneva, Switzerland Xiaofei Xu, Xianzhi Wang, Zhongjie Wang (xiaofei@hit.edu.cn) Research Center of Intelligent Computing for Enterprises and Services (ICES) School of Computer Science and Technology Harbin Institute of Technology, China February 19, 2010