2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)最新文献_第8页

Thermal aware FPRM based AND-XOR network synthesis of logic circuits 基于AND-XOR网络的热感知FPRM逻辑电路综合

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232930

Apangshu Das, S. Pradhan

引用次数: 7

Workload characteristics and resource aware Hadoop scheduler 工作负载特征和资源感知Hadoop调度器

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232871

M. Divya, B. Annappa

{"title":"Workload characteristics and resource aware Hadoop scheduler","authors":"M. Divya, B. Annappa","doi":"10.1109/ReTIS.2015.7232871","DOIUrl":"https://doi.org/10.1109/ReTIS.2015.7232871","url":null,"abstract":"Hadoop MapReduce is one of the largely used platforms for large scale data processing. Hadoop cluster has machines with different resources, including memory size, CPU capability and disk space. This introduces challenging research issue of improving Hadoop's performance through proper resource provisioning. The work presented in this paper focuses on optimizing job scheduling in Hadoop. Workload Characteristic and Resource Aware (WCRA) Hadoop scheduler is proposed, that classifies the jobs into CPU bound and Disk I/O bound. Based on the performance, nodes in the cluster are classified as CPU busy and Disk I/O busy. The amount of primary memory available in the node is ensured to be more than 25% before scheduling the job. Performance parameters of Map tasks such as the time required for parsing the data, map, sort and merge the result, and of Reduce task, such as the time to merge, parse and reduce is considered to categorize the job as CPU bound or Disk I/O bound. Tasks are assigned the priority based on their minimum Estimated Completion Time. The jobs are scheduled on a compute node in such a way that jobs already running on it will not be affected. Experimental results has given 30 % improvement in performance compared to Hadoop's FIFO, Fair and Capacity scheduler.","PeriodicalId":161306,"journal":{"name":"2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127830975","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: 10

A transparent tree root identification scheme to support route-optimization and network mobility in PMIPv6 Domain 一种支持PMIPv6域路由优化和网络迁移的透明树根识别方案

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232936

Subhajyoti Barman, Ankita Ghosh, S. Biswas

引用次数: 4

DMBRLE: A lossless compression algorithm for solar irradiance data acquisition DMBRLE:一种太阳辐照度数据采集的无损压缩算法

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232921

Soumya Roy, S. C. Panja, S. N. Patra

{"title":"DMBRLE: A lossless compression algorithm for solar irradiance data acquisition","authors":"Soumya Roy, S. C. Panja, S. N. Patra","doi":"10.1109/ReTIS.2015.7232921","DOIUrl":"https://doi.org/10.1109/ReTIS.2015.7232921","url":null,"abstract":"In this paper a new compression scheme has been formulated based on jointly delta modulation with biasing and Run Length Encoding technique for Direct Normalized Solar Irradiance data. The key features of this Compression Algorithm (Delta Modulation with Biasing and Run Length Encoding techniques viz. DMBRLE) are: it requires less memory as it belongs to direct compression method and its lossless nature. The main Goal of this algorithm has been achieved by compressing successive same sample elements as well as low frequency sample changes region. This is substantiated on jointly First Sample Difference (FSD) and S-Run Length Encoding (S-RLE) techniques. FSD is modified to concentrate at low frequency spectra. Simultaneously S-Run length Encoding is structured to fix the region having successive same sample value. The Compression Algorithm is modified stepwise and its effect on that is a large non-linear in nature. However, the quality of the recovered signal is demonstrated by computing Normalized Root Mean Square Error (NRMES). The result establishes that this developed compression scheme increases the Compression Ratio up to a reasonable value without threw off the Lossless nature.","PeriodicalId":161306,"journal":{"name":"2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122173879","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

Detection of hemorrhages in diabetic retinopathy analysis using color fundus images 彩色眼底图像检测糖尿病视网膜病变出血分析

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232884

Priya Bharali, J. Medhi, S. Nirmala

引用次数: 25

A memory based approach to word sense disambiguation in Bengali using k-NN method 基于记忆的孟加拉语词义消歧k-NN方法

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232909

Rajat Pandit, S. Naskar

引用次数: 15

Signal processing technique based fault location of a distribution line 基于信号处理技术的配电线路故障定位

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232919

P. Ray, D. Mishra

{"title":"Signal processing technique based fault location of a distribution line","authors":"P. Ray, D. Mishra","doi":"10.1109/ReTIS.2015.7232919","DOIUrl":"https://doi.org/10.1109/ReTIS.2015.7232919","url":null,"abstract":"Hybrid signal processing technique is discussed in this paper to sense the fault in a 11 kV, 30 km distribution line with R-L load placed at the receiving end. The proposed method uses 1 cycle post fault voltage and current signal wave form sending end of the system under study. Further preprocessing of the collected signal is done by wavelet packet transform and discrete wavelet transform which includes decomposition of the signal and feature extraction. Thereafter from the total feature set, redundant features are removed and best features are selected by genetic algorithm based feature selection method to get better accuracy and reduce computational difficulty. To simulate the model accurately, sampling frequency taken is 30 kHz. Train and test data set are generated by considering various operating conditions which are made entirely different in order to make the suggested method insensitive to parameter variations. Artificial neural network /Support vector machine is used for prediction purpose. Then optimal features are fed to artificial neural network/ support vector machine to detect the fault location. It was observed from the simulation outcomes that the suggested method is quite accurate and fast as compared to schemes investigated by other researchers.","PeriodicalId":161306,"journal":{"name":"2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)","volume":"123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116619911","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

Condition monitoring and diagnostics for automotive applications 汽车应用的状态监测和诊断

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232896

A. Ukil

引用次数: 3

Human ringworm detection using wavelet energy signature 基于小波能量特征的人体癣检测

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232874

M. Saha, M. K. Naskar, B. N. Chatterji

引用次数: 0

A novel palmprint authetication system by XWT based feature extraction and BFOA based feature selection and optimization 基于XWT特征提取和BFOA特征选择与优化的掌纹认证系统

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS) Pub Date : 2015-07-09 DOI: 10.1109/ReTIS.2015.7232922

Nandita Sanyal, A. Chatterjee, S. Munshi

引用次数: 4