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Displaying 1-9 out of 9 total
Utilizing Human Intelligence in a Crowdsourcing Marketplace for Big Data Processing
Found in: 2013 International Conference on Parallel and Distributed Systems (ICPADS)
By Sivadon Chaisiri
Issue Date:December 2013
pp. 633-638
Crowd sourcing emerging as a distributed problem-solving model can dispatch tasks to a large number of human workers. The workers' human intelligence can be utilized to execute tasks which cannot be efficiently performed by computer-based systems. A crowd ...
A Workflow Framework for Big Data Analytics: Event Recognition in a Building
Found in: 2013 IEEE World Congress on Services (SERVICES)
By Changbing Chen,Xia Yang,Bong Zoebir,Sivadon Chaisiri,Bu-Sung Lee
Issue Date:June 2013
pp. 21-28
This paper studies event recognition in a building based on the patterns of power consumption. It is a big challenge to identify what kinds of events happened in a building without additional devices such as camera and motion sensors, etc. Instead, we lear...
Workflow framework to support data analytics in cloud computing
Found in: 2012 IEEE 4th International Conference on Cloud Computing Technology and Science (CloudCom)
By Sivadon Chaisiri,Zoebir Bong,Chonho Lee,Bu-Sung Lee,Punyapat Sessomboon,Tanakrit Saisillapee,Tiranee Achalakul
Issue Date:December 2012
pp. 610-613
This paper reports on the development of the Cloud Oriented Data Analytics (CODA) framework which has functions for composing, managing, and processing workflows for data analytics in cloud computing. The framework provides a number of reusable software co...
A Demo Paper: An Analytic Workflow Framework for Green Campus
Found in: 2012 IEEE 18th International Conference on Parallel and Distributed Systems (ICPADS)
By Chonho Lee,Sivadon Chaisiri,Bong Zoebir,Changbing Chen,Bu-Sung Lee
Issue Date:December 2012
pp. 851-855
This paper proposes a multi-tenant workflow framework that allows users to create data analytic workflows whose tasks are efficiently scheduled and distributed in cloud computing environment. We provide a demo of an event room assignment (ERA) as a test ap...
Cost Minimization for Provisioning Virtual Servers in Amazon Elastic Compute Cloud
Found in: Modeling, Analysis, and Simulation of Computer Systems, International Symposium on
By Sivadon Chaisiri,Rakpong Kaewpuang,Bu-Sung Lee,Dusit Niyato
Issue Date:July 2011
pp. 85-95
Amazon Elastic Compute Cloud (EC2) provides a cloud computing service by renting out computational resources to customers (i.e., cloud users). The customers can dynamically provision virtual servers (i.e., computing instances) in EC2, and then the customer...
Optimization of Resource Provisioning Cost in Cloud Computing
Found in: IEEE Transactions on Services Computing
By Sivadon Chaisiri,Bu-Sung Lee,Dusit Niyato
Issue Date:January 2012
pp. 164-177
In cloud computing, cloud providers can offer cloud consumers two provisioning plans for computing resources, namely reservation and on-demand plans. In general, cost of utilizing computing resources provisioned by reservation plan is cheaper than that pro...
Optimal Power Management for Server Farm to Support Green Computing
Found in: Cluster Computing and the Grid, IEEE International Symposium on
By Dusit Niyato, Sivadon Chaisiri, Lee Bu Sung
Issue Date:May 2009
pp. 84-91
Green computing is a new paradigm of designing the computer system which considers not only the processing performance but also the energy efficiency. Power management is one of the approaches in green computing to reduce the power consumption in distribut...
Applying Web Service and Windows Clustering for High Volume Risk Analysis
Found in: High Performance Computing and Grid in Asia Pacific Region, International Conference on
By Sivadon Chaisiri, Juta Pichitlamken, Putchong Uthayopas, Thanapol Rojanapanpat, Suphachan Phakhawirotkul, Theewara Vorakosit
Issue Date:December 2005
pp. 131-138
We present the development of a distributed system to calculate the Value at Risk (VaR) measure when a large number of users are presented. A scalable architecture based on Windows clustering and web services is proposed. In addition, we develop a load bal...
Cooperative Virtual Machine Management in Smart Grid Environment
Found in: IEEE Transactions on Services Computing
By Rakpong Kaewpuang,Sivadon Chaisiri,Dusit Niyato,Bu-Sung Lee,Ping Wang
Issue Date:November 2013
pp. 1
In this paper, we focus on the problems of cooperative virtual machine management of the cloud users in a smart grid environment. In such an environment, cloud users can cooperate to share the available computing resources in private cloud and public cloud...