Research in Adaptive and Convergent Systems最新文献_第2页

D3: discarding dispensable data for efficient live migration of virtual machines D3:丢弃不必要的数据，实现虚拟机的高效实时迁移

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2664208

Myunghoon Oh, Seungjae Baek, Dongwook Kang, Jongmoo Choi

{"title":"D3: discarding dispensable data for efficient live migration of virtual machines","authors":"Myunghoon Oh, Seungjae Baek, Dongwook Kang, Jongmoo Choi","doi":"10.1145/2663761.2664208","DOIUrl":"https://doi.org/10.1145/2663761.2664208","url":null,"abstract":"Virtualization, one of the most actively adopted technologies today in computer systems, is increasingly widening its range of applications. As multiple virtual machines are concurrently executed on a physical machine, they compete for physical resources such as CPU, DRAM, HDD and NIC. In large scale data centers or cluster systems, therefore, it is required to balance each physical machine's load by migrating a virtual machine to another physical machine. Since system performance is significantly hindered during migration, a technique that can reduce the migration overheads is required. Interestingly, we notice that virtual machines' memory contain numerous dispensable data. Therefore, in this paper, we propose an efficient virtual machine migration technique called D3 (Discarding Dispensable Data). The basic idea is simple but effective: finding indispensable page frames, and then, transferring only those page frames. In D3, simple metadata is handed over for the dispensable page frames, instead of actual data transmission, and the discarded page frames are reconstructed appropriately after the migration process. One issue is that checking whether a page frame is dispensable or not based on comparing the entire content yields excessive overhead. To overcome this problem, we devise a novel sampling based dispensable page frame detection technique. D3 have implemented in Xen virtualization software and evaluated on a realistic environment with relevant workloads. We show that D3 can efficiently reduce migration time up to 64.2% and size of memory required for completing a migration up to 94.8%. We also present that D3 is very useful to provide a certain level of QoS and better performance.","PeriodicalId":120340,"journal":{"name":"Research in Adaptive and Convergent Systems","volume":"104 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120850688","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: 1

DC charger selection scheme for electric vehicle-based tours visiting multiple destinations 多目的地电动车旅游直流充电器选择方案

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2664186

Junghoon Lee, G. Park

引用次数: 4

A study of ensemble based evolutionary classifiers for detecting unsolicited emails 基于集成的进化分类器检测非应邀电子邮件的研究

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2664233

Shrawan Kumar Trivedi, S. Dey

{"title":"A study of ensemble based evolutionary classifiers for detecting unsolicited emails","authors":"Shrawan Kumar Trivedi, S. Dey","doi":"10.1145/2663761.2664233","DOIUrl":"https://doi.org/10.1145/2663761.2664233","url":null,"abstract":"Identification of unsolicited emails or spam in a set of email files has become a challenging area of research. A robust classifier is not only appraised by performance accuracy but also false positive rate. Recently, Evolutionary algorithms and ensemble of classifiers methods have gained popularity in this domain. For developing an accurate and sensitive spam classifier, this research conducts a study of Evolutionary algorithm based classifiers i.e. Genetic Algorithm (GA) and Genetic Programming (GP) along with ensemble techniques. Two publicly available datasets (Enron and SpamAssassin) are used for testing, with the help of most informative features selected by Greedy Stepwise Search algorithm. Results show that without ensemble, GA performs better than GP but after an ensemble of many weak classifiers is developed, GP overshoots GA with significantly higher accuracy. Also, Greedy Stepwise Feature Search is found to be a strong method for feature selection in this application domain. Ensemble based GP turns out to be not only good in terms of classification accuracy but also in terms of low False Positive rates, which is considered to be an important criteria for building a robust spam classifier.","PeriodicalId":120340,"journal":{"name":"Research in Adaptive and Convergent Systems","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127087868","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: 11

Cross-layer design for optimal throughput of wireless networks 无线网络最佳吞吐量的跨层设计

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2664214

Kun Hua, Yuenong Zhu, Wei Wang, Honggang Wang

引用次数: 1

Content type based adaptation in collaborative recommendation 协同推荐中基于内容类型的适应

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2666034

Y. Choi

引用次数: 3

The proposal for SDN supported future 5G networks SDN提案支持未来的5G网络

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2664237

S. M. Raza, Dongsoo S. Kim, Hyunseung Choo

引用次数: 7

TASEL: dynamic taint analysis with selective control dependency 具有选择性控制依赖的动态污染分析

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2664219

Byeongho Kang, Taeguen Kim, B. Kang, E. Im, Minsoo Ryu

引用次数: 9

Face hallucination based on locally linear embedding and local correlation 基于局部线性嵌入和局部相关的人脸幻觉

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2663767

Vinh Nguyen, C. Hung, Xiang Ma

{"title":"Face hallucination based on locally linear embedding and local correlation","authors":"Vinh Nguyen, C. Hung, Xiang Ma","doi":"10.1145/2663761.2663767","DOIUrl":"https://doi.org/10.1145/2663761.2663767","url":null,"abstract":"In this paper, we propose a new face hallucination algorithm based on Locally Linear Embedding and Local Correlation method (LC-LLE). The LC-LLE algorithm is an improved locally linear embedding (LLE) algorithm by combining LLE algorithm and local correlation coefficients. The main difference between LC-LLE and LLE algorithms is that LC-LLE uses two different measures for searching the nearest neighbors for matching the most similar patches, while LLE uses only Euclidean distance for searching the nearest neighbors. Specifically, we calculate the Euclidean distance between the low-resolution input patch and patches in the low-resolution training images to select z-NN (i.e. z number of nearest patches). Then, we use the inner product for local correlation computation between the input patch and selected z-NN to identify k nearest neighbors (i.e. k-NN). After that the reconstruction weights are derived using k-NN patches, and generate the high-resolution image patches based on the reconstruction weights. Finally, high-resolution patches are synthesized into the high-resolution image. Experimental results show that the proposed method achieves better performance for high-resolution image reconstruction than Ma's LLE and PCA methods.","PeriodicalId":120340,"journal":{"name":"Research in Adaptive and Convergent Systems","volume":"41 19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131176552","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: 1

A reversible data hiding scheme based on histogram shifting using edge direction predictor 一种基于边缘方向预测器的直方图移位的可逆数据隐藏方案

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2664227

Dae-Soo Kim, Gil-Je Lee, K. Yoo

引用次数: 3

Optimized data transmission using cooperative devices in clustered D2D communication 优化集群D2D通信中协同设备的数据传输

Research in Adaptive and Convergent Systems Pub Date : 2014-10-05 DOI: 10.1145/2663761.2664235

Awais Ahmad, Alfred Daniel, Anand Paul

{"title":"Optimized data transmission using cooperative devices in clustered D2D communication","authors":"Awais Ahmad, Alfred Daniel, Anand Paul","doi":"10.1145/2663761.2664235","DOIUrl":"https://doi.org/10.1145/2663761.2664235","url":null,"abstract":"A fundamental challenge in Device-to-Device Communication (D2D) is that the quality of radio links is subject to high transmission power with high channel impairments. This channel impairment leads to higher error rates and temporary path losses that result in the retransmission of data frames and ultimately limits the efficiency of wireless networks. With such constraints, it is difficult to design an algorithm which has the ability to maximize the reliable communication in D2D. Keeping in view this intriguing aspect of D2D communication, we have proposed an optimal data aggregation frame technique. This ensures reliable data delivery from different D2D to their cluster heads using cooperative devices which includes, a) selection of a cooperative device that ensures reliable data delivery at the cluster head and b) optimized data transmission depends on i) packet loss rate, ii) link utilization, and iii) number of retransmissions. Analyses show that optimized frame technique outperforms automatic repeat request ARQ protocols in terms of link utilization, frame loss rate, energy consumption, network efficiency and end-to-end delay in D2D communication.","PeriodicalId":120340,"journal":{"name":"Research in Adaptive and Convergent Systems","volume":"200 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123571888","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: 3