2015 International Conference on Emerging Information Technology and Engineering Solutions最新文献

Scalable Honeypot Architecture for Identifying Malicious Network Activities 用于识别恶意网络活动的可扩展蜜罐体系结构

2015 International Conference on Emerging Information Technology and Engineering Solutions Pub Date : 2015-02-20 DOI: 10.1109/EITES.2015.15

Gokul Kannan Sadasivam, C. Hota

引用次数: 17

Bounded-SVD: A Matrix Factorization Method with Bound Constraints for Recommender Systems 有界svd:推荐系统的有界约束矩阵分解方法

2015 International Conference on Emerging Information Technology and Engineering Solutions Pub Date : 2015-02-20 DOI: 10.2197/ipsjjip.24.314

B. Le, Kazuki Mori, R. Thawonmas

引用次数: 7

Efficient LALRED for Congestion Avoidance Using Automata-Like Solution 利用类自动机解决方案的高效LALRED避免拥塞

2015 International Conference on Emerging Information Technology and Engineering Solutions Pub Date : 2015-02-20 DOI: 10.1109/EITES.2015.11

S. Mahajan

{"title":"Efficient LALRED for Congestion Avoidance Using Automata-Like Solution","authors":"S. Mahajan","doi":"10.1109/EITES.2015.11","DOIUrl":"https://doi.org/10.1109/EITES.2015.11","url":null,"abstract":"For ELALRED algorithm the concept of a Learning Automata-Like (LAL) mechanism devised for congestion avoidance in wired networks. The algorithm, named as Efficient LAL Random Early Detection (ELALRED), is founded on the principles of the operations of existing RED congestion-avoidance mechanisms, augmented with an LAL philosophy. The primary objective of ELALRED is to optimize the value of the average size of the queue used for congestion avoidance and to consequently reduce the total loss of packets at the queue. We attempt to achieve this by stationing a LAL algorithm at the gateways and by discretizing the probabilities of the corresponding actions of the congestion-avoidance algorithm. At every time instant, the LAL scheme, in turn, chooses the action that possesses the maximal ratio between the number of times the chosen action is rewarded and the number of times that it has been chosen. In ELALRED, we simultaneously increase the likelihood of the scheme converging to the action, which minimizes the number of packet drops at the gateway. ELALRED approach helps to improve the performance of congestion avoidance by adaptively minimizing the queue-loss rate and the average queue size. Simulation results obtained using NS2 establish the improved performance of ELALRED over the LALRED and traditional RED methods which were chosen as the benchmarks for performance comparison purposes.","PeriodicalId":170773,"journal":{"name":"2015 International Conference on Emerging Information Technology and Engineering Solutions","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130164675","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Optimized Technique for Capacitated Minimum Forest Problem In Wireless Sensor Networks 无线传感器网络中有能力最小森林问题的优化技术

2015 International Conference on Emerging Information Technology and Engineering Solutions Pub Date : 2015-02-20 DOI: 10.1109/EITES.2015.12

Shwetal R. Jaiswal

{"title":"Optimized Technique for Capacitated Minimum Forest Problem In Wireless Sensor Networks","authors":"Shwetal R. Jaiswal","doi":"10.1109/EITES.2015.12","DOIUrl":"https://doi.org/10.1109/EITES.2015.12","url":null,"abstract":"Recent advances in low power radios and sensor technology have enabled the pervasive deployment of sensor networks consisting of sensor nodes that are very small in size and relatively inexpensive. Wireless Sensor Networks (WSNs) have been seen more as a solution to large scale tracking and monitoring applications, because their low data rate, low energy consumption and short range communication presents the great opportunity to instrument and monitor the physical world at unprecedented scale. However realization of WSNs needs to satisfy constraints introduced by factors such as limited power, limited communication bandwidth, limited processing capacity, and small storage capacity. Therefore, the design of efficient technique for optimizing the capabilities of networks is becoming an increasingly critical aspect in networking. This paper addresses constrained optimization problems namely the Capacitated Minimum Forest (CMF) problem. To utilize the critical WSNs resources precisely, the development of algorithms with quality guaranteed solutions in WSNs is needed. We proposed that optimal approximation algorithms achieve highest optimization goal which minimize Cost of network resource consumption.","PeriodicalId":170773,"journal":{"name":"2015 International Conference on Emerging Information Technology and Engineering Solutions","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129524281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Enhanced K Strange Points Clustering Algorithm 改进的K奇异点聚类算法

2015 International Conference on Emerging Information Technology and Engineering Solutions Pub Date : 2015-02-20 DOI: 10.1109/EITES.2015.14

Terence Johnson, S. Singh

引用次数: 10

Experiments in Encrypted and Searchable Network Audit Logs 加密和可搜索网络审计日志的实验

2015 International Conference on Emerging Information Technology and Engineering Solutions Pub Date : 2015-02-20 DOI: 10.1109/EITES.2015.13

Bhanu Prakash Gopularam, Sashank Dara, N. Nalini

引用次数: 3

Non-exclusive Clustering: A Partitioning Approach 非排他性集群:一种分区方法

2015 International Conference on Emerging Information Technology and Engineering Solutions Pub Date : 2015-02-20 DOI: 10.1109/EITES.2015.9

N. Agarwal, H. A. Ahmed, D. Bhattacharyya

引用次数: 0

Heuristic-Based Real-Time P2P Traffic Identification 基于启发式的P2P实时流量识别

2015 International Conference on Emerging Information Technology and Engineering Solutions Pub Date : 2015-02-20 DOI: 10.1109/EITES.2015.16

Jagan Mohan Reddy, C. Hota

{"title":"Heuristic-Based Real-Time P2P Traffic Identification","authors":"Jagan Mohan Reddy, C. Hota","doi":"10.1109/EITES.2015.16","DOIUrl":"https://doi.org/10.1109/EITES.2015.16","url":null,"abstract":"Peer-to-Peer (P2P) networks have seen a rapid growth, spanning diverse applications like online anonymity (Tor), online payment (Bit coin), file sharing (Bit Torrent), etc. However, the success of these applications has raised concerns among ISPs and Network administrators. These types of traffic worsen the congestion of the network, and create security vulnerabilities. Hence, P2P traffic identification has been researched actively in recent times. Early P2P traffic identification approaches were based on port-based inspection. Presently, Deep Packet Inspection (DPI) is a prominent technique used to identify P2P traffic. But it relies on payload signatures which are not resilient against port masquerading, traffic encryption and NATing. In this paper, we propose a novel P2P traffic identification mechanism based on the host behaviour from the transport layer headers. A set of heuristics was identified by analysing the off-line datasets collected in our test bed. This approach is privacy preserving as it does not examine the payload content. The usefulness of these heuristics is shown on real-time traffic traces received from our campus backbone, where in the best case only 0.20% of flows were unknown.","PeriodicalId":170773,"journal":{"name":"2015 International Conference on Emerging Information Technology and Engineering Solutions","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133470748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 13