Presentation on theme: "Policy based Cloud Services on a VCL platform Karuna P Joshi, Yelena Yesha, Tim Finin, Anupam Joshi University of Maryland, Baltimore County."— Presentation transcript:
Policy based Cloud Services on a VCL platform Karuna P Joshi, Yelena Yesha, Tim Finin, Anupam Joshi University of Maryland, Baltimore County
Cloud Computing : The present New paradigm for IT services delivery IaaS, PaaS, SaaS, ……, XaaS Focus is on virtualizing resources Great progress in dynamic provisioning at hardware resource level Software/Service is still relatively statically provisioned Gaps in current work Lack of Cloud service engineering Managing the entire lifecycle automatically
Future Vision for Cloud Virtualized Services on the Cloud Service dynamically composed - On Demand composition Service structure/components not pre-determined Multiple provisioning. Moving from totally manual to mostly automatic needed if we truly want to leverage the cloud and service virtualization capabilities and efficiencies
Key Open Research Issues Current cloud research focused on Improving cloud infrastructure – Virtual machines, Cloud OS etc. Semantic description of services, and even some composition work Limited research on how to use the cloud services efficiently Most steps in service negotiation, acquisition, and consumption/monitoring still require significant human intervention Difficult to manage service quality especially of composed services created by different providers
Key Contributions of Our Research A semantically rich, policy-based framework can be used to automate the lifecycle of virtualized services on the cloud Use semantic web languages/technologies 1.Developed an integrated lifecycle of virtualized services on the Cloud 2.Negotiation for cloud service acquisition by constraint relaxation 3.Service quality framework
Service Lifecycle Methodology Our methodology divides Service processes Lifecycle on the Cloud into Five Phases Requirements, Discovery, Negotiation, Composition and Consumption This Methodology is applicable on any cloud deployment. We have developed high level ontologies for the five phases that enables automation. available in OWL at http://ebiq.org/o/itse/1.0/itso.owl
Phases of IT Services Lifecycle Service Requirements Service Discovery Service Negotiation Service Composition Service Consumption SERVICE CLOUD CONSUMER Service delivered Contract signed Provider(s) identified Service specified New Service needed
Service Requirements Requirements for a service will include Functional specifications (tasks to be automated) Budgetary policies/Cost constraints Technical Policy specifications Human Agent Policy Security Policy Data Quality Policy Service Compliance Policy
Service Discovery Cloud Broker used to search available services that match the specifications Identify gaps that exist in services discovered Cloud Auditor or centralized registry, similar to UDDI, will certify the service provided.
Service Negotiation Discussion and agreement that the Service provider and consumer have regarding the Service. Service Level Agreements (SLA) finalized between consumer and provider Quality of Service (QoS) decided between primary provider and component providers.
Service Composition Phase One or more services provided by one or more providers are combined and delivered as a single Service SLA and QoS finalized in the negotiation phase used for determining service components and its orchestration (the sequence of execution) We reuse the OWL-S ontology to model and reason about compositions
Service Consumption Phase Composed Service is consumed and monitored in this phase Key measures like Service Performance and reliability are monitored using automated tools. SLA, QoS determine performance of the service Phase includes Service Delivery, Service payment Customer Satisfaction is tracked in this phase
Cloud Broker Architecture User Interface Cloud Service Broker agent Translate to machine processable format Cloud Provider SLA negotiation Final SLA for approval Virtual Service Instance (Eucalyptus/VCL) Service endpoint (provider agent) Service URI Service Cloud User Service Discovery federated SPARQL query Final configuration 4 8 9 3 1 2 6 Service URI 7 Final SLA 5 13
Collaboration with NIST US government agency NIST working on standardizing cloud computing Member of Reference architecture and Taxonomy groups Member of Cloud Security group Prototype for NIST Automation of Cloud Storage Service acquisition, consumption /monitoring. Using Service lifecycle Ontologies developed by us. Platform: using SPARQL, RDF, Web technologies – Perl, HTML. NIST Cloud Computing workshop, Nov 2-4 2011.
Some Policies/Constraints … Cloud security – would like to mandate policies at the Cloud hardware level Data security policies US government compliance policies User authentication policy : FIPS 140-2 is a standard used to accredit cryptographic modules. Trusted Internet Connection mandated to optimize individual external connections. Want to be interoperable across Cloud platforms
Cloud Provider 3 Storage Service Architecture User Interface Cloud Service Procurer module Translate to machine process able format Cloud SLA negotiation Final SLA Virtual Service Instance (Eucalyptus/Bluegrit) Virtual Service Instance (Eucalyptus/Bluegrit) Joseki SPARQL endpoint Cloud Provider 2 Joseki SPARQL endpoint Virtual Service Instance (Eucalyptus/Bluegrit) Virtual Service Instance (Eucalyptus/Bluegrit) Respond Service URI Service Cloud Provider 1 Joseki SPARQL endpoint Virtual Service Instance (Eucalyptus/Bluegrit) Virtual Service Instance (Eucalyptus/Bluegrit) Discover service Rfs description SLA description SLA description Cloud user
Request for Service : RDF file Fri Apr 27 11:53:49 2012 1-1-2012 0 global 2GB Weekly 95 data archived Data Encrypted FIPS 140 2 supported VM separation SOAP WSDL TIC Compliant 3 1GB 1GHz 10
Storage Service Broker URL http://cs.umbc.edu/~kjoshi1/nist_demo/
Summary For broader adoption of cloud computing, we need to automate cloud service processes Developed an integrated methodology to acquire, consume and monitor services on the cloud. Future work: improving upon the cloud broker integration with VCL Ontologies in public domain. Publications available at http://ebiq.org/j/93