Sustainable Cloud Computing
Submitting Institution
University of DerbyUnit of Assessment
Computer Science and InformaticsSummary Impact Type
TechnologicalResearch Subject Area(s)
Information and Computing Sciences: Computer Software, Data Format, Information Systems
Summary of the impact
This impact case study delivers a sustainable approach to the provision
of large-scale Cloud
Computing resources, through an international research collaboration. Such
a platform enables the
widening of participation in Higher Education (HE) across nations, by
transforming the provision of
IT system resources. The transformation is achieved through the effective
sharing and utilisation of
flexibly reconfigurable computing resources, whilst reducing the impact
upon global carbon
emissions. Significantly, the international nature of this research has
been recognised by
considerable funding from both Chinese and UK agencies. Additionally, the
creation of closer
research links between international partners has resulted in industrial
commercialisation.
Underpinning research
In December 2012, Liu (Reader in Distributed Computing) and Antonopoulos
(Professor of
Distributed Systems) established an international research partnership
(Sino-UK) between
University of Derby (UoD) and the following Chinese Universities: Tongji
University, Beihang
University and Jiangsu University. The Sino-UK Higher Education Research
Partnership for PhD
Studies is funded by the UK Department of Business, Innovation and Skills
(BIS), Welsh and
Scottish Governments, and China Ministry of Education (MoE).
The focus of the research is the international development and
application of secure, sustainable
approaches to the provision of Cloud Computing for large scale IT systems,
and the quality of this
research is evidenced by 38 peer-reviewed publications (13 journal papers,
3 book chapters, 22
conference papers), which are co-authored by Liu and Chinese partners
since September 2010,
when Liu joined UoD.
This research explores the design and application of innovative methods
to achieve increased
energy efficiency in data centres, by utilising small, environmental
sensors to gather and analyse
data, enabling greater optimisation to take place. Novel virtualisation
technologies developed by
this work permit power consumption and therefore carbon emissions to be
reduced [3.1]. By
widening international access to technology-enhanced online learning, and
fundamentally, creating
a need to increase the sustainability of IT facilities, specific
attributes of Cloud Computing are
realised such as faster systems deployment, reduced maintenance costs, and
flexible and scalable
infrastructures.
A Cloud-based virtual desktop [3.2, 3.3] is identified as one way of
widening international access to
UK HE. However, existing virtual desktop protocols cannot securely support
dynamic collaboration
amongst multiple users at the application level. This research developed
CyberLiveApp, a secure
sharing and migration approach for live virtual desktop applications in
Cloud environments [3.3].
Using CyberLiveApp enables desktop device screens to be shared, whilst
controlling interventions
from connected users. In a teaching situation, students can collaborate
and utilise Cloud-specific
capabilities such as dynamic application migration.
In contrast to content-centric VLEs (e.g. Blackboard), Cloud-based
environments provide a broad
range of software applications and virtualised hardware appliances, and
users can receive
technical guidance and hands-on support from their tutors in online
practical sessions.
Security and privacy [3.4] remain a concern for Cloud computing, and
therefore a virtualisation
security assurance architecture for Green Cloud computing (CyberGuarder)
was also developed
[3.5], which enables the trusted loading of network software applications,
isolation between them,
and adaptable deployment of virtual security appliances in a virtualised
network. Moreover, a
resource-efficient Infrastructure as a Service (IaaS) Cloud monitoring
system, known as CloudMon
[3.6], has been developed to optimise resource utilisation in Cloud
environments.
Liu's work has made significant contributions towards two key challenges
of research into Cloud
Computing infrastructure. First, by addressing the general concern of
secure access to large-scale
distributed computing platforms, particularly when personal data is likely
to be stored and
exchanged (such as in Virtual Learning Environments). Second, by achieving
a reduction in energy
consumption of Clouds through advanced architectures that continuously
monitor and optimise the
utilisation of virtualised resources.
References to the research
3.1. L. Liu, O. Masfary, N. Antonopoulos, Energy Performance Assessment
of Virtualization
Technologies Using Small Environmental Monitoring Sensors, Sensors, Vol.
12(5), pp
6610-6628, 2012. DOI: 10.3390/s120506610
3.2. L. Liu, D. DaSilva, N. Antonopoulos, Z. Ding, Y. Zhan, Achieving
Green IT Using VDI in
Cyber Physical Society, Journal of Internet Technology, Vol. 14(3),
pp.413-424, 2013.
DOI: 10.6138/JIT.2013.14.3.06
3.3. J. Li, Y. Jia, L. Liu, T. Wo, CyberLiveApp: A Secure Sharing and
Migration Approach for
Live Virtual Desktop Applications in a Cloud Environment, Future
Generation Computer
Systems, Elsevier Science, Vol 29(1), pp. 330-340, 2013.
DOI: 10.1016/j.future.2011.08.001
3.4. J. Xu, D. Zhang, L. Liu, X. Li, Dynamic Authentication for
Cross-Realm SOA-Based
Business Processes, IEEE Transactions on Service Computing, Vol. 5(1), pp.
20-32, 2012,
DOI:10.1109/TSC.2010.33
3.5. J. Li, B. Li, T Wo, C. Hu, J. Huai, L. Liu, KP Lam, CyberGuarder: A
Virtualization Security
Assurance Architecture for Green Cloud Computing, Future Generation
Computer
Systems, Elsevier Science, Vol 28(2), pp 379-390, 2012.
DOI: 10.1016/j.future.2011.04.012
3.6. B. Li, J. Li, L. Liu, CloudMon: A Resource-Efficient IaaS Cloud
Monitoring System Based on
NIDS Virtual Appliances, Concurrency and Computation: Practice and
Experience, Wiley,
2013. DOI: 10.1002/cpe.3166
Funding Secured
• HECloud: A Green Cloud Platform for Higher Education, Sino-UK Higher
Education
Research Partnership for PhD Studies, British Council and Chinese
Scholarship Council,
December 2012 - December 2014. (£58,000 with £36,000 from British Council)
Details of the impact
Impact 1: Economic Development
The success of this international collaborative research led by Liu, has
resulted in two economic
impacts:
- From 2010 to 2011, Liu's team systematically assessed and evaluated
the performance,
dependability and power consumption of iVCS (Internet-based Virtual
Computing System)
which was developed originally by Beihang University [5.8]. This
consultancy directly
contributed to the successful commercialisation of the system in 2012,
by Beijing Teamsun
Technology Co., Ltd [5.5], a leading IT service provider in China.
- During 2013, UoD's research partners in Beihang University have
successfully secured a
project on Big-Data Computing, with a value of 25m RMB, ~£2.5m, funded
by the National
Basic Research Program of China. [5.5].
Liu is now working with the ACT institute in Beihang University to
further develop the iVCS, using
sustainable Cloud computing technologies and inter-cloud scheduling
technologies developed by
the School of Computing and Mathematics at UoD. Further to this, an
additional 5M RMB (~£0.5M)
has been solicited from Phase II of the China National Cloud Computing
Programme.
Impact 2: International Participation in Higher Education
Both UK and Chinese universities are direct beneficiaries of this
research. Two academic
collaboration agreements, supporting the exchange of staff and research
students, have been
signed by UoD with Tongji University and Jiangsu University, respectively
[5.3, 5.4].
A PhD Agreement on higher education research partnerships was signed in
London on 16th April
2012 between the UK and Chinese governments. One of three objectives set
by Sino-UK Higher
Education Research Partnership for PhD Studies is to "develop joint PhD
training mechanisms
through exchange of PhD students." [5.1] As one of 28 Sino-UK Higher
Education Research
Partnerships funded by UK BIS, Welsh and Scottish Governments and China
MoE, UoD, Tongji
University and Jiangsu University have extended the current research
collaboration between Liu
and his research partners to develop collaborative PhD programmes offering
dual degrees.
Two Chinese students have been selected by Tongji University and Jiangsu
University,
respectively, to be accepted into collaborative PhD programmes. The
successful development of
the collaborative PhD programmes has been highly praised by the British
Council [5.2]. A Visiting
Scholar from China at UoD and Liu, secured funds from Jiangsu Provincial
Department of
Education in May 2013 with a value of $21,600, which is used to support
the Visiting Scholar's
research at UoD [5.6]. Innovations for technology-enhanced teaching and
learning, developed as a
result of this research, have also been promulgated in the Chinese
universities.
Impact 3: Effective Knowledge Dissemination
Liu served as program chair and successfully organised seven international
conferences and
workshops for the dissemination of knowledge and research results
generated by the collaborative
research during 2010-2013, including three International Workshops on
Dependable Service-Oriented
and Cloud computing (DSOC), ADIM 2011 on Recent Advances in Cloud Storage,
EIDWT 2012 Track on Data Centres and Cloud Computing, MWNS 2012 and IEEE
CPSCom 2013
conferences. In addition to international conference organisation, Liu
co-edited the book entitled
"Principles, Methodologies, and Service-Oriented Approaches for Cloud
Computing" which was
published by IGI Global in January 2013.
Green Cloud Computing for Higher Education has now become a standalone
workshop organised
by Liu and Antonopoulos from UoD, as part of the 8th International
Symposium on Service-
Oriented Systems Engineering 2014.
Impact 4: UK Digital Economy
This research demonstrates significant potential to positively impact upon
the UK Digital Economy,
as evidenced by knowledge transfer from this research into industry that
has already occurred.
Four undergraduate and two postgraduate students previously involved in
this project are now
working for UK ICT industries. A BSc graduate from the School of Computing
and Mathematics,
joined Lockheed Martin UK in July 2013 as a Cyber Systems Integrator,
working on an energy-efficient
Cloud Computing project [5.7] utilising knowledge and expertise that was
developed as a
direct result of this research.
As a result, the graduate is now responsible for a project that captures
and analyses the power
consumption of anti-virus products in data centres, in order to reduce
energy consumption in
secure environments. This engagement has played a principal role in the
project on energy
efficient Cloud Computing, resulting in a successful series of
experiments, and production of an
overall report [5.7].
Sources to corroborate the impact
5.1. Guidance Notes for Sino-UK Higher Education Research Partnerships
for PhD Studies,
British Council, on behalf of the Department for Business, Innovation and
Skills of the
British Government (BIS), Welsh and Scottish Governments and Ministry of
Education of
P.R. China (MOE). available at: http://www.britishcouncil.org/china-education-
highereducation5-phd.htm
5.2. Feedback to the first progress report, sent by Yvonne Yang, Project
Coordinator from
British Council, 07 May 2013.
5.3. Academic Collaboration Agreement between Tongji University and the
University of Derby,
signed in June 2012.
5.4. Academic Collaboration Agreement between the University of Derby and
Jiangsu
University, signed in January 2013.
5.5. Letter of support from Beihang University China.
5.6. Scholarship Confirmation Letter from Jiangsu Provisional Department
of Education, May
2013.
5.7. C. Howden, T. Wright, Anti-Virus Power Consumption Trial, Issue 1,0,
Technical Report,
Lockheed Martin UK Integrated Systems & Solutions Limited. (Under the
approval from
Lockheed Martin UK to be shared with the University of Derby).
5.8. J. Hardy, L. Liu, N. Antonopoulos, W. Liu, L. Cui, J. Li, Assessment
and Evaluation of
Internet-based Virtual Computing Infrastructure, Proceedings of 15th IEEE
International
Symposium on Object/component/service-oriented Real-time distributed
Computing
(ISORC 2012), Shenzhen, China, April 11-13, 2012. pp. 39-46, IEEE Computer
Society
Press. DOI: 10.1109/ISORC.2012.14.
5.9. Introduction to iVCS operating system (in Chinese), available:
http://www.teamsun.com.cn/dev/