Advanced proactive and polymorphing cloud application adaptation with MORPHEMIC, OW2online'20, June 2020
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The document discusses the Morphemic project, an advanced cloud application adaptation initiative that aims to optimize deployment through proactive adaptation and a unified user interface. It leverages multiple technologies, including the CAMEL modeling language, and combines efforts from various organizations to create a cross-cloud, cloud-agnostic deployment platform. The project, which builds on the previous Melodic research initiative, focuses on enhancing application utility and user experience through real-time monitoring and adaptable architecture.
Advanced proactive and polymorphing cloud application adaptation with MORPHEMIC, OW2online'20, June 2020
- 1. MORPHEMIC: "Advanced proactive and polymorphing cloud application adaptation" Alessandra Bagnato and Maxime Compastié alessandra.bagnato@softeam.fr | Softeam maxime.compastie@activeeon.com | Activeeon
- 2. Vision Simplify Cloud application modelling and continuously optimize and morph the deployment model to take advantage of beneficial Cloud capabilities
- 3. OW2 Technologies as Core Building Blocks H2020 Melodic • European Research Project • Started in 2017, ended in 2019 • Provider of cloud deployment, monitoring, and context adaptation capabilities • Url: https://melodic.cloud/ ProActive Workflow Scheduler • Incubated project, commercialized by Activeeon • Integrated in 2009 • Provider of runtime scheduling in multi-cloud and edge environments • Url: https://www.activeeon.com/
- 4. OW2 as a Strategic Enabler for MORPHEMIC • An environment fostering innovation • Technical assistance for project operation • Guidance for research project industrialization • Supportive community ! • Key know-hows from members in the consortium • 7bulls as the integration leader • Activeeon as technology provider for multi-cloud and edge runtime • Engineering as technology provider for application profiling • University of Oslo as the scientific contributor for proactive polymorphic adaptation feature.
- 5. Core Concept #1: Polymorph Architecture • Objective: Maximize the utility of the application by adapting the technical forms of its components • Considered technical forms • Virtual machines • Containers • Serverless components • Big data jobs • Application utility • Constructed with requirements in CAMEL specification • Evaluated with operation metric and technical form properties
- 6. Core Concept #2: Proactive Adaptation • Objective: Forecast execution context to anticipate deployment • Execution context prediction • Predict resources needs • Identify deployment configurations • Deployment anticipation • Conduct effective adaption of the application • Provide seamless experience for end-user
- 7. MORPHEMIC Deployment Platform • MORPHEMIC is proposing a complete Cross-Cloud, Cloud-agnostic deployment platform with advanced, utility- based optimization and multi-layer, real time monitoring features. • Exploits the modelling language CAMEL, Cloud Application Modelling and Execution Language already used in MELODIC Project.
- 9. Unified User Interface • Unified User Interface for application modelling, management, monitoring and operations. • To provide a uniform user interface access for Morphemic tools / components.
- 10. Activeeon ProActive as Runtime for Distributed Environements • Objective: Conduct orchestration for Morphemic platform and applications • Challenges • Apply workflow paradigm to application orchestration • Identify and comply with heterogeneous deployment • Technical approach • Extension of ProActive Resource Manager for coping with the variability of infrastructure resources • On-the-fly preparation of management workflows and submission to ProActive Scheduler ⇒ Activeeon leads the operational environment work package and the runtime scheduling task. Fig. 2: ProActive Scheduler Fig. 1: ProActive Resource Manager
- 11. Softeam's CAMEL modeling in Modelio • Softeam leads the WP5 User Interface Feature with its Modeling Tool Modelio. • Softeam will build the Cloud Application Modelling and Execution Language (CAMEL 3.0) visual design tool based on the open source solution Modelio Sof
- 12. Deployment Model
- 13. Metric Model
- 14. Open Source Community of MORPHEMIC Join us to maintain and extend of the MORPHEMIC platform, the most advanced multi cloud proactive project!!!! • MORPHEMIC based on MELODIC which is accepted as OW2 project (source code and repositories of MELODIC are hosted on OW2) • MORPHEMIC source code and repositories on OW2 already at : https://gitlab.ow2.org/melodic/morphemic-preprocessor
- 15. Thank you! Alessandra Bagnato Softeam R&D Alessandra.bagnato@softeam.fr www.softeam.fr @alebagnato Follow MORPHEMIC project @_morphemic_ Maxime Compastié Activeeon maxime.compastie@activeeon.com www.activeeon.com @activeeon