Cloud computing is becoming popular. A number of works have been carried out on cloud computing , including performance analysis, market-oriented cloud computing, management tool, workload balance, dynamic selection, etc. Quality-of-service has been widely employed for presenting the nonfunctional characteristics of the software systems and services . QoS of cloud services can be measured from […]
Migration Decision Support System
The increasing domination of Cloud computing solutions in the software market means that existing applications may need to migrate to this environment, in order to reap the benefits of reduced infrastructural costs and dynamic access to computational resources. While applications have already started being developed specifically for the Cloud (forming Cloud-native applications), existing systems must […]
POSITION-BASED OPPORTUNISTIC ROUTING
Wireless sensor networks (WSNs) and MOBILE ad hoc networks (MANETs) are used increasingly in many applications like wild habitat monitoring, forest fire detection, and military surveillance. After deployment in the field sensor nodes organize themselves into a multihop network, the base station being the central control point. Usually sensor nodes are greatly hampered by due […]
A sybil defense Mechanism that leverages the network topologies
Distributed systems are vulnerable to sybil attacks , in which an adversary creates many bogus identities, called Sybil identities, and compromises the running of the system or pollutes the system with fake information. The sybil identities can “suppress” the honest identities in a variety of tasks, including online content ranking, DHT routing, file sharing, reputation […]
Supporting real attribute values with small precisions
we have been witnessing much interest in uncertain data management in many application areas such as data cleaning , sensor networks , information extraction , etc. Much research effort has been devoted to several aspects of uncertain data management, including data modeling , skyline queries, top-k queries, nearest neighbor search , spatial queries , XML […]
Aggressive Migration Supported BackFilling (AMBF)
The cloud computing paradigm promises a cost-effective solution for running business applications through the use of virtualization technologies, highly scalable distributed computing, and data management techniques as well as a pay-as-you-go pricing model. In recent years, it also offers high-performance computing capacity for applications to solve complex problems. Improving resource utilization is essential for achieving […]
Constructing a Global UP Tree by Applying DGU and DGN
DATA mining is the process of revealing nontrivial, previously unknown and potentially useful information from large databases. Discovering useful patterns hidden in a database plays an essential role in several data mining tasks, such as frequent pattern mining, weighted frequent pattern mining, and high utility pattern mining. Among them, frequent pattern mining is a fundamental […]
Relative CTRs at different positions in random learning bucket
A few action-interpretation-based approaches including user segmentation, user engagement and position bias. The success of user segmentation for personalization is due to the fact that the proposed clustering algorithms actually group users by interests and preferences that are implicitly demonstrated by their behaviors. Once the interest patterns are determined by clustering algorithms, a user will […]
ONLINE LEARNING FOR PERSONALIZED RECOMMENDATION
Content optimization is defined as the problem of selecting content items to present to a user who is intent on browsing for information. There are many variants of the problem, depending on the application and the different settings where the solution is used, such as articles published on portal websites, news personalization, recommendation of dynamically […]
Finding neighboring ratings in the new relation
The internet has become an indispensable part of our lives, and it provides a platform for enterprises to deliver information about products and services to the customers conveniently. As the amount of this kind of information is increasing rapidly, one great challenge is ensuring that proper content can be delivered quickly to the appropriate customers. […]