| By Ignacio M. Llorente | Article Rating: |
|
| February 7, 2011 08:15 AM EST | Reads: |
11,294 |
In a recent keynote at the 3rd EU-Japan Symposium on Future Internet and New Generation Networks we presented our view about key research challenges in cloud computing. We briefly covered the state of the art and the open challenges in the main cloud layers that provide the tools and the infrastructure to develop and to run the applications in the Future Internet of Services. In this post we try to summarize the main points of the presentation.
Cloud Computing as an Enabler for the Internet of Services
The Internet of Services is a vision of the Internet of the Future where not only the software applications are available as a service on the Internet, such as the software itself, but also the tools to develop the software and the platform (servers, storage and communication) to run the software. In this scenario, SaaS cloud computing would represent the software applications that are available as a service in the Internet, while PaaS and IaaS would represent the enablers for the Internet of Services providing the tool services to develop applications and the infrastructure services to run the applications.
Research Challenges
Cloud Computing research addresses the challenges of meeting the requirements of next generation private, public and hybrid cloud computing architectures; and the challenges of allowing applications and development platforms to take advantage of the benefits of cloud computing. We are at the beginning of the road, there are still many technology challenges to be researched and adoption barriers to be overcome. Fortunately because cloud solution architectures include technology components from different fields, many research challenges in Cloud Computing have been already addressed to a certain degree by different research communities, mostly virtualization, Grid and autonomic computing.
Here I do not try to give an exhaustive list of challenges but to briefly describe those challenges that I think should be firstly addressed to unleash the full potential of cloud computing. I organized the challenges in the following six different categories.
Platform Management. Challenges in delivering middleware capabilities for building, deploying, integrating and managing applications in a multi-tenant, elastic and scalable environments.
- Scalability and multi-tenancy of application containers
- Placement optimization algorithms of containers in resources
Cloud-enabled Applications. Challenges in building cloud-enabled applications and platforms to take advantage of the scalability, agility and reliability of the cloud.
- Elastic and scalable applications and frameworks on very large-scale environments
- Self-scaling, self-awareness, self-knowledge, and self-management capabilities of services
- Novel applications of cloud computing
- Power-efficient applications and platforms
- Research challenges in the aggregation of resources from diverse cloud providers adding additional layers of service management
Cloud Aggregation. Research challenges in the aggregation of resources from diverse cloud providers adding additional layers of service management.
- Novel architectural models for aggregation of cloud providers
- Brokering algorithms for high availability, performance, proximity, legal domains, price, or energy efficiency
- Sharing of resources between cloud providers
- Networking in the deployment of services across multiple cloud providers
- SLA negotiation and management between cloud providers
- Additional privacy, security and trust management layers atop providers
- Support of context-aware applications
- Automatic management of service elasticity
Cloud Management. Research challenges in delivering infrastructure resources on-demand in a multi-tenant, secure, elastic and scalable environment.
- Scalable management of network, computing and storage capacity
- Scalable orchestration of virtualized resources and data
- Placement optimization algorithms for energy efficiency, load balancing, high availability and QoS
- Accounting, billing, monitoring and pricing models
- Security, privacy and trust issues in the cloud
- Energy efficiency models, metrics and tools at system and datacenter levels
Cloud Enablement. Research challenges in enhancing platform infrastructure to support cloud management requirements.
- Technologies for virtualization of infrastructure resources
- Virtualization of high performance infrastructure components
- Autonomic and intelligent management of resources
- Implications of Cloud paradigm on networking and storage systems
- Support for vertical elasticity
- Provision of service related metrics
Cloud Interoperability. Challenges to ensure that the available cloud services can work together and interoperate successfully.
- Common and standard interfaces for cloud computing
- Portability of virtual appliances across diverse clouds providers
Building an Open Cloud Ecosystem
There are several large projects funded by the European Commission that are already addressing these challenges or are building testbeds to bridge the usability and cultural gaps of cloud computing. Most of these projects are re-using existing open-source components, so actively contributing to build an open cloud ecosystem. A very good example is the high number of innovative projects using and contributing to the OpenNebula open-source community.
References
- "The Future of Cloud Computing. Opportunities for European Cloud Computing Beyond 2010", Expert Group Report
- B. Rochwerger, J. Caceres, R.S. Montero, D. Breitgand, E. Elmroth, A. Galis, E. Levy,I.M. Llorente, K. Nagin, Y. Wolfsthal, "The RESERVOIR Model and Architecture for Open Federated Cloud Computing", IBM Systems Journal, Vol. 53, No. 4. (2009)
- B. Sotomayor, R. S. Montero, I. M. Llorente and I. Foster, "Virtual Infrastructure Management in Private and Hybrid Clouds", IEEE Internet Computing, September/October 2009 (vol. 13 no. 5)
- Rafael Moreno-Vozmediano, Ruben S. Montero, Ignacio M. Llorente, "Multi-Cloud Deployment of Computing Clusters for Loosely-Coupled MTC Applications", IEEE Transactions on Parallel and Distributed Systems, in press
Published February 7, 2011 Reads 11,294
Copyright © 2011 SYS-CON Media, Inc. — All Rights Reserved.
Syndicated stories and blog feeds, all rights reserved by the author.
More Stories By Ignacio M. Llorente
Dr. Llorente is Director of the OpenNebula Project and CEO & co-founder at C12G Labs. He is an entrepreneur and researcher in the field of cloud and distributed computing, having managed several international projects and initiatives on Cloud Computing, and authored many articles in the leading journals and proceedings books. Dr. Llorente is one of the pioneers and world's leading authorities on Cloud Computing. He has held several appointments as independent expert and consultant for the European Commission and several companies and national governments. He has given many keynotes and invited talks in the main international events in cloud computing, has served on several Groups of Experts on Cloud Computing convened by international organizations, such as the European Commission and the World Economic Forum, and has contributed to several Cloud Computing panels and roadmaps. He founded and co-chaired the Open Grid Forum Working Group on Open Cloud Computing Interface, and has participated in the main European projects in Cloud Computing. Llorente holds a Ph.D in Computer Science (UCM) and an Executive MBA (IE Business School), and is a Full Professor (Catedratico) and the Head of the Distributed Systems Architecture Group at UCM.
- Cloud People: A Who's Who of Cloud Computing
- Cloud Expo New York: Cloud Is Changing the Economics of Business
- Windows Azure IaaS Reaches General Availability
- AMD and Adobe Collaborate on Upcoming Version of Adobe Premiere Pro Software to Enable Breakthrough Video Editing Performance Through Open Standards
- State and Local Governments Adopt Microsoft Dynamics CRM to Improve Citizen Service Delivery
- Enterasys Spotlights SDN's Impact on Traditional Networking in Upcoming Webinar
- New Relic Q1 2013 Blazes Past Growth Targets and Reaches 40,000 Active Customer Accounts
- Cloud Expo New York: Deploying Hybrid Cloud for Performance and Uptime
- Cloud Expo New York: Delivering Digital Marketing on the Cloud
- Big Data Isn’t About the Database, It’s About the Application
- Gravitant Supports General Dynamics Information Technology in Offering New Cloud Brokerage Services to Government Entities
- Cloud Expo New York: Rethink IT and Reinvent Business with IBM SmartCloud
- Cloud People: A Who's Who of Cloud Computing
- Cloud Expo New York: Best CIO Practices Shared from SHI’s Customers
- Cloud Expo New York: Cloud Is Changing the Economics of Business
- Cloud Expo New York: How to Use Google Apps Script
- Windows Azure IaaS Reaches General Availability
- AMD and Adobe Collaborate on Upcoming Version of Adobe Premiere Pro Software to Enable Breakthrough Video Editing Performance Through Open Standards
- Cloud Computing Bootcamp at Cloud Expo New York
- State and Local Governments Adopt Microsoft Dynamics CRM to Improve Citizen Service Delivery
- Enterasys Spotlights SDN's Impact on Traditional Networking in Upcoming Webinar
- New Relic Q1 2013 Blazes Past Growth Targets and Reaches 40,000 Active Customer Accounts
- Salesforce.com Executives to Participate in Upcoming Investor Events
- Scripps Networks Interactive’s Popular Lifestyle Shows from HGTV, DIY Network, Food Network, Cooking Channel and Travel Channel Coming to Prime Instant Video and Amazon Instant Video
- The Top 150 Players in Cloud Computing
- Six Benefits of Cloud Computing
- Where Are RIA Technologies Headed in 2008?
- FullArmor GPAnywhere Secures Microsoft Application Virtualization Applications Through Group Policy
- SYS-CON's Virtualization Conference & Expo: Themes & Topics
- SYS-CON's Virtualization Journal Opens Its "Readers' Choice Awards" Nominations
- "Virtualization Is Now a Key Strategic Theme," Says Citrix CTO
- Application Virtualization: Instant Migration to Vista, Fast Delivery, Secure Access, Side-by-Side Deployments
- Application Virtualization
- Integration with Windows Vista, Microsoft Excel, and Microsoft Application Virtualization
- The Top 250 Players in the Cloud Computing Ecosystem
- What's the Difference Between Cloud Computing and SaaS?


























