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Introduction to Machine Learning Unit-3 for II MECH
IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS Cloud service negotiation in internet of things environment a mixed approach
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Cloud Service Negotiation in Internet of Things
Environment: A Mixed Approach
Abstract
Internet of Things (IoT) allows connected objects to communicate via the Internet. IoT can
benefit from the unlimited capabilities and resources of cloud computing. Also, when coupled
with IoT, cloud computing can in turn deal with real world things in a more distributed and
dynamic manner. As the cloud market becomes more open and competitive, Quality of Service
(QoS) will be more important. However, cloud providers and cloud consumers have different,
and sometimes opposite, preferences. If such a conflict occurs, a Service Level Agreement (SLA)
cannot be reached without negotiation. A tradeoff negotiation approach can outperform a
concession approach in terms of utility, but may incur more failures if information is incomplete.
To balance utility and success rate, we propose a mixed approach for cloud service negotiation,
which is based on the “game of chicken.” In particular, if one is uncertain about the strategy of
its counterpart, it is best to mix concession and tradeoff strategies in negotiation. To evaluate the
effectiveness of this approach, we conduct extensive simulations. Results show that a mixed
negotiation approach can achieve a higher utility than a concession approach, while incurring
fewer failures than a tradeoff approach.
Existing system
Internet of Things (IoT) allows connected objects to communicate via the Internet. IoT can
benefit from the unlimited capabilities and resources of cloud computing. Also, when coupled
2. with IoT, cloud computing can in turn deal with real world things in a more distributed and
dynamic manner. As the cloud market becomes more open and competitive, Quality of Service
(QoS) will be more important. However, cloud providers and cloud consumers have different,
and sometimes opposite, preferences. If such a conflict occurs, a Service Level Agreement (SLA)
cannot be reached without negotiation. A tradeoff negotiation approach can outperform a
concession approach in terms of utility, but may incur more failures if information is incomplete.
Proposed system
To balance utility and success rate, we propose a mixed approach for cloud service negotiation,
which is based on the “game of chicken.” In particular, if one is uncertain about the strategy of
its counterpart, it is best to mix concession and tradeoff strategies in negotiation. To evaluate the
effectiveness of this approach, we conduct extensive simulations. Results show that a mixed
negotiation approach can achieve a higher utility than a concession approach, while incurring
fewer failures than a tradeoff approach.
System Requirements:
Hardware Requirements:
System : Pentium IV 2.4 GHz.
Hard Disk : 40 GB.
Floppy Drive : 44 Mb.
Monitor : 15 VGA Colour.
Ram : 512 Mb.
Software Requirements:
3. Operating system : Windows XP/7.
Coding Language : net, C#.net
Tool : Visual Studio 2010