Communicationsin Computer and Information Science 721

Commenced Publication in 2007Founding and Former Series Editors:Alfredo Cuzzocrea, Orhun Kara, Dominik Ślęzak, and Xiaokang Yang

Editorial Board

Simone Diniz Junqueira BarbosaPontifical Catholic University of Rio de Janeiro (PUC-Rio),Rio de Janeiro, Brazil

Phoebe ChenLa Trobe University, Melbourne, Australia

Xiaoyong DuRenmin University of China, Beijing, China

Joaquim FilipePolytechnic Institute of Setúbal, Setúbal, Portugal

Igor KotenkoSt. Petersburg Institute for Informatics and Automation of the RussianAcademy of Sciences, St. Petersburg, Russia

Ting LiuHarbin Institute of Technology (HIT), Harbin, China

Krishna M. SivalingamIndian Institute of Technology Madras, Chennai, India

Takashi WashioOsaka University, Osaka, Japan

More information about this series at http://www.springer.com/series/7899

Mayank Singh • P.K. GuptaVipin Tyagi • Arun SharmaTuncer Ören • William Grosky (Eds.)

Advances inComputingand Data SciencesFirst International Conference, ICACDS 2016Ghaziabad, India, November 11–12, 2016Revised Selected Papers

123

EditorsMayank SinghKrishna Engineering CollegeGhaziabad, Uttar PradeshIndia

P.K. GuptaJaypee University of InformationTechnology

Waknaghat, Himachal PradeshIndia

Vipin TyagiDepartment of Computer Scienceand Engineering

Jaypee University of Engineeringand Technology

Guna, Raghogarh, Madhya PradeshIndia

Arun SharmaIndira Gandhi Delhi Technical UniversityNew DelhiIndia

Tuncer ÖrenSchool of Electrical Engineeringand Computer Science

University of OttawaOttawa, ONCanada

William GroskyDepartment of Computer and InformationScience

University of Michigan-DearbornDearborn, MIUSA

ISSN 1865-0929 ISSN 1865-0937 (electronic)Communications in Computer and Information ScienceISBN 978-981-10-5426-6 ISBN 978-981-10-5427-3 (eBook)DOI 10.1007/978-981-10-5427-3

Library of Congress Control Number: 2017945739

© Springer Nature Singapore Pte Ltd. 2017This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of thematerial is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,broadcasting, reproduction on microfilms or in any other physical way, and transmission or informationstorage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology nowknown or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoes not imply, even in the absence of a specific statement, that such names are exempt from the relevantprotective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in this book arebelieved to be true and accurate at the date of publication. Neither the publisher nor the authors or the editorsgive a warranty, express or implied, with respect to the material contained herein or for any errors oromissions that may have been made. The publisher remains neutral with regard to jurisdictional claims inpublished maps and institutional affiliations.

Printed on acid-free paper

This Springer imprint is published by Springer NatureThe registered company is Springer Nature Singapore Pte Ltd.The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

Preface

In the past few years, the computer science field has gone through several fundamentalchanges to make computing useful in all aspects of life. State-of-the-art techniques andcomputing paradigms based on research domains like big data, cloud computing, Internetof Things, and machine learning are working as key technologies to bring comfort andchanges in one’s life. This volume contains 64 papers presented at the InternationalConference on Advances in Computing and Data Sciences (ICACDS 2016) held duringNovember 11–12, 2016, and hosted by The Department of Computer Science andEngineering, Krishna Engineering College, Ghaziabad (UP), India in association withSpecial Interest group on Cyber Forensics of Computer Society of India.

ICACDS 2016 was an attempt to bring together researchers working in thesedomains to share their knowledge and their work in front of others from around theworld. The conference was organized specifically to help the researchers, academics,scientists and industry to derive benefits from the advances of next-generation com-puting technologies. Invited speakers presented the latest developments and technicalsolutions in the areas of advanced computing, communications, informatics, Internet ofThings (IoT), and data sciences and big data.

The Program Committee of ICACDS 2016 is extremely grateful to the authorswhose tremendous response to the call for papers resulted in over 500 papers beingsubmitted in five tracks in Advanced Computing, Data Sciences, Internet of Things,Communications, and Informatics. All submitted papers went through a peer-reviewprocess and finally 64 papers were accepted for publication in Springer’s CCIS series.We are highly thankful to our potential reviewers for their efforts extended in finalizingthe high-quality papers.

The conference featured many distinguished personalities including Prof. AlexendarHorse Norta, Tallinn University of Technology, Tallinn, Estonia; Prof. Ramesh Bansal,University of Pretoria, South Africa; Prof. D.P. Mohaparta, NIT, Durgapur, India; Prof.S.K. Mishra, Majmaah University, Saudi Arabia; Prof. Arun Sharma, Indira GandhiDelhi Technical University for Women, India; Mr. Anup Girdhar, CEO and Founder,Sedulity Solutions & Technology, India, among many others. We are very grateful forthe participation of these speakers in making this conference a memorable event.

The Organizing Committee of ICACDS 2016 is indebted to Dr. Manoj Goel,CAO-KIET Group, Dr. Narendra Kumar, Director, and Prof. S.B. Bajpayee, Dean ofAcademic Affairs, for their confidence that they invested in us for organizing thisinternational conference. We also wish to thank all faculty members and staff of KECGhaziabad for their support in organizing the conference and for making it a grandsuccess.

We would also like to thank the authors of all submitted papers for their hard work,their adherence to the deadlines, and their patience with the review process. Our sincerethanks to CSI, CSI SIG on Cyber-forensics, and DRDO for sponsoring the event.

May 2017 Mayank SinghP.K. GuptaVipin TyagiArun SharmaTuncer Ören

William I. Grosky

VI Preface

Organization

Steering Committee

Patron

Narendra Kumar Krishna Engineering College, Ghaziabad, India

Honorary Chair

Shailendra Mishra Majmaah University, Kingdom of Saudi Arabia

General Chair

Mayank Singh Krishna Engineering College, Ghaziabad, India

Program Chair

Arun Sharma Indira Gandhi Delhi Technical University for Women,Delhi, India

Convener

Pradeep Kumar Gupta Jaypee University of Information Technology,Solan, India

Co-convener

Vipin Tyagi Jaypee University of Engineering and Technology,Guna, India

Advisory Board Chair

Tuncer Ören University of Ottawa, Canada

Technical Program Committee Chair

William I. Grosky University of Michigan – Dearborn, USA

Organizing Chair

Purnendu S. Pandey THDC Institute of Hydropower, Engineeringand Technology, Tehri, India

Dileep Kumar Yadav Krishna Engineering College, Ghaziabad, IndiaVishwajeet Pattanaik Krishna Engineering College, Ghaziabad, India

Organizing Secretary

Vipin Dewal Krishna Engineering College, Ghaziabad, IndiaKrista Chaudhary Krishna Engineering College, Ghaziabad, IndiaKaruna Lochab Krishna Engineering College, Ghaziabad, IndiaPratishtha Singh

RaghuvanshiKrishna Engineering College, Ghaziabad, India

Finance Chair

S.B. Bajpayee Krishna Engineering College, Ghaziabad, India

Organizing Committee

Registration

Deepali Krishna Engineering College, IndiaParikshit Joshi Krishna Engineering College, IndiaRuchi Goel Krishna Engineering College, IndiaShweta Goel Krishna Engineering College, India

Publication

Mayank Singh Krishna Engineering College, IndiaVishwajeet Pattanaik Krishna Engineering College, IndiaVipin Dewal Krishna Engineering College, IndiaKrista Chaudhary Krishna Engineering College, India

Cultural

Astha Gupta Krishna Engineering College, IndiaSandhya Awasthi Krishna Engineering College, IndiaSurbhi A. Sharma Krishna Engineering College, IndiaVishu Tyagi Krishna Engineering College, India

Transportation

Birendra Kumar Krishna Engineering College, IndiaMohit Jain Krishna Engineering College, IndiaSandeep Saxena Krishna Engineering College, IndiaVimal Kr. Dwivedi Krishna Engineering College, India

Hospitality

Karuna Lochab Krishna Engineering College, IndiaPramod K. Sethy Krishna Engineering College, IndiaPrerna Krishna Engineering College, IndiaRahul Deva Krishna Engineering College, India

VIII Organization

Stage Management

Krista Chaudhary Krishna Engineering College, IndiaPratishtha Singh

RaghuvanshiKrishna Engineering College, India

Technical Session

Mayank Singh Krishna Engineering College, IndiaVishwajeet Pattanaik Krishna Engineering College, IndiaKrista Chaudhary Krishna Engineering College, IndiaKaruna Lochab Krishna Engineering College, India

Finance

Vipin Dewal Krishna Engineering College, IndiaSuyash Garg Krishna Engineering College, India

Food

Gaurav Singh Krishna Engineering College, IndiaJai Singh Krishna Engineering College, IndiaLokesh Jain Krishna Engineering College, IndiaRishu Gupta Krishna Engineering College, India

Advertising

Vishwajeet Pattanaik Krishna Engineering College, IndiaVikas Mishra Krishna Engineering College, India

Press and Media

Birendra Kumar Krishna Engineering College, IndiaSurbhi A. Sharma Krishna Engineering College, IndiaVipin Dewal Krishna Engineering College, India

Editorial

Kavita Saxena Computer Society of India, IndiaMayank Singh Krishna Engineering College, IndiaVishwajeet Pattanaik Krishna Engineering College, IndiaVipin Dewal Krishna Engineering College, IndiaLokesh Jain Krishna Engineering College, IndiaKrista Chaudhary Krishna Engineering College, IndiaKaruna Lochab Krishna Engineering College, IndiaShweta Suran Krishna Engineering College, IndiaRishu Gupta Krishna Engineering College, India

Organization IX

Advisory Board

A.K. Moudgil Krishna Engineering College, IndiaA.K. Nayak Computer Society of India, IndiaA.N. Mishra Krishna Engineering College, IndiaAnoop Narain Singh Krishna Engineering College, IndiaAnirban Basu Computer Society of India, IndiaBarbara Masucci Università di Salerno, ItalyBharat Bhargava Purdue University, USAChristos Bouras University of Patras, GreeceDeepak Garg Thapar University, IndiaEmilio Insfran Universitat Politecnica de ValenciaJulie Dugdale Grenoble Informatics Laboratory, FranceKlaus Havelund NASA’s Jet Propulsion Laboratory, USAManinder Singh Thapar University, IndiaMario Cataldi Université Paris 8, FranceMohammed Atiquzzaman University of Oklahoma, USAPavel Zezula Masaryk University, Czech RepublicPiyush Goyal Computer Society of India, IndiaR.K. Sharma Thapar University, IndiaRajesh Bhatia PEC University of Technology, IndiaRalf Wimmer University of Freiburg, GermanyS. Saraswat Krishna Engineering College, IndiaSanjay Mohapatra Computer Society of India, IndiaSanjeev Kumar Krishna Engineering College, IndiaSaurabh Aggarwal Computer Society of India, IndiaSulabh Bansal Krishna Engineering College, India

Technical Sponsoring Institutions

Computer Society of India, Ghaziabad ChapterSpecial Interest Group – Cyber Forensics, Computer Society of India

Financial Sponsoring Institutions

DRDO, Ministry of Defence, Government of India

Technical Program Committee

Aaradhana Deshmukh, DenmarkAbbas Karimi, IranAbdel Badeeh Salem, EgyptAbdelhalim Zekry, EgyptAbdul Jalil M. Khalaf, IraqAbhhishek Verma, India

Abhilasha Varshney, IndiaAbhinav Vishnu, USAAbhishek Dixit, IndiaAbhishek Sharma, IndiaAdarsh Kumar, IndiaAditi Gangopadhyay, India

X Organization

Ahmad Rezaee Jordehi, IranAhmed J. Jameel, BahrainAjay Gupta, IndiaAjay Raturi, IndiaAjay Sahu, IndiaAjeet Kumar, IndiaAkanksha Bhardwaj, IndiaAkansha Mehrotra, IndiaAkhil Balaji, IndiaAkhilendra Pratap Singh, IndiaAlex Mason, UKAlexandra Cristea, UKAlexandre Carlos Brandão Ramos, BrazilAlfian Abdul Halin, MalaysiaAlka Singhal, IndiaAlla Talal Yassin, IraqAl-Sakib Khan Pathan, MalaysiaAmandeep Kaur, IndiaAmbika Nagaraj, IndiaAmin Al-Habaibeh, UKAmir Khan, IndiaAmir Zeid, KuwaitAmit K. Awasthi, IndiaAmit Kumar, ChinaAmit Prakash Singh, IndiaAmit Sehgal, IndiaAmit Sharma, IndiaAmit Upadhaya, IndiaAmitava Nag, IndiaAmol D. Potgantwar, IndiaAmr Ahmed, Brayford PoolAmrita A. Manjrekar, IndiaAnburajan M., IndiaAnil Bist, IndiaAnil K. Ahlawat, IndiaAnil Kumar Tripathi, IndiaAnil Kumar, IndiaAnita, IndiaAnju Sharma, IndiaAnkit Chaudhary, USAAnkur Saxena, IndiaAnshuman Prakash, IndiaAntonina Dattolo, ItalyAntónio Abelha, PortugalAntónio Silva, PortugalAnubhav Sharma, India

Anuranjan Mishra, IndiaAparajita Ojha, IndiaAravind Mekala, DurgapurAris Skander, AlgeriaArnab Chakraborty, IndiaArun Agarwal, IndiaArun Chandrasekaran, IndiaArun Kumar Tripathi, IndiaArun Solanki, IndiaArun Yadav, IndiaArup Kumar Chattopadhyay, IndiaAshiv Shah, IndiaAshok Nanda, IndiaAsoke Nath, IndiaAtif Azad, GermanyAtul Sajjanhar, AustraliaAvdhesh Kumar, IndiaAvinash Sharma, IndiaAyesha Choudhary, IndiaAylin Ahadi, SwedenB.K. Sharma, IndiaB.T. Ahmed, SpainB.K. Tripathy, IndiaBabu Sena Paul, South AfricaBalu Chettiyar, IndiaBalwant Rajput, IndiaBanit Negi, IndiaBassim Sayed Mohammed, IraqBattula Tirumala Krishna, IndiaBestoun S. Ahmed, SwitzerlandBhalaji Natarajan, IndiaBharat Bhargava, USABhavnesh Kumar, IndiaBhupesh Gour, IndiaBimal Ray, IndiaBirendra Kumar, IndiaB.N. Pandey, IndiaBouhorma Mohammed, MoroccoBrian Manuel González Contreras,

MexicoBrijesh Kumar, IndiaBrijesh Mishra, IndiaBrijmohan Singh, IndiaCarlos Becker Westphall, BrazilCevdet Gologlu, TurkeyChanchal Kumar, India

Organization XI

Chandan Kumar Sonkar, IndiaChandrabhan Sharma, West IndiesChandramohan Dhasarathan, IndiaCharlette Donalds, West IndiesChembe Christopherm, ZambiaCheng Luo, USAChengcheng Li, USACheng-Chi Lee, TaiwanChidananda Mohapatra, IndiaChing-Min Lee, TaiwanChirag Modi, IndiaChockalingam Aravind Vaithlingam,

MalaysiaChristophe Claramunt, FranceCoruzzi P., ItalyCuong Pham-Quoc, VietnamD. Ganeshkumar, IndiaD.S. Suresh, IndiaD.K. Chauhan, IndiaD. Gunaseelan, OmanD.K. Lobiyal, IndiaDamodar Reddy Edla, IndiaDeep Singh, IndiaDeepak Chaudhary, IndiaDeepak Garg, IndiaDeepak Gupta, IndiaDeepanwita Das, IndiaDeepika Koundal, IndiaDeepti Mehrotra, IndiaDeeshant Rajput, IndiaDeo Vidyarthi, IndiaDevesh Srivastava, IndiaDevpriya Soni, IndiaDhairay Ahuja, IndiaDhiraj Pandey, IndiaDhruv Kaushik, IndiaDileep Kumar Yadav, IndiaDilip Mali, EthiopiaDimitrios A. Karras, GreeceDindayal Mahto, IndiaDinesh Bhatia, IndiaDivya Jain, IndiaDonald Adjeroh, USADonghyun Kim, USADorian Gorgan, RomaniaEkta Garg, India

Eloi Pereira, USAEmilio Insfran, SpainEncik Mohd Helmy Wahab, MalaysiaEric Wong, USAErik Markert, DeutschlandFarqad Farhan, IraqFateh Krim, AlgeriaFazirulhisyam Hashi, MalaysiaFelix J. Garcia Clemente, SpainFeng Li, USAFethi Farhani, TunisiaFilipe Portela, PortugalGautam Tiwari, USAGayatri Sakya, IndiaGeorge Kliros, GreeceGhanshyam Raghuwanshi, IndiaGholamreza Akbarizadeh, IranGholamreza Rouhi, CanadaGoutam Datta, IndiaGunaseelan Devaraj, Saudi ArabiaGunjan Gupta, South AfricaGuoyi Peng, JapanGurpreet Singh, IndiaGyanendra Saroha, IndiaH.J. Kamaruzaman Jusoff, MalaysiaHaider Abbas, IraqHamid Magrez, MoroccoHamir Wasia, IndiaHardwari Lal Mandoria, IndiaHari Mohan Pandey, IndiaHarikesh Singh, IndiaHariom Sharan Sinha, IndiaHarpreet Singh, CanadaHarsh Kumar Verma, IndiaHasmukh Morarji, AustraliaHassan Aldheleai, IndiaHaytham El Miligi, CanadaHazem Ali, IraqHema N., IndiaHemant Gupta, IndiaHimani Mittal, IndiaHimanshu Monga, IndiaHing Keung Lau, Hong Kong,

SAR ChinaHongji Yang, UKHoubing Song, USA

XII Organization

Huang-Chen Lee, TaiwanIan Wells, UKIbrar Shah, UKI-Cheng Chang, TaiwanIman Yousefi, IranImran Bashir Bhatti, GermanyIndrasen Singh, IndiaIps Sethi, IndiaJ.K. Sahoo, IndiaJ. Maiti, IndiaJai Gopal Pandey, IndiaJay Singh, KoreaJayanth J., IndiaJayanthi J., IndiaJia-Ching Wang, TaiwanJianping Zeng, ChinaJiayin Wang, ChinaJinhai Cai, AustraliaJolly Parikh, IndiaJosé Mario De Martino, BrazilJoy Long-Zong Chen, TaiwanJoydip Dhar, IndiaJuan José Martínez Castillo, VenezuelaJuana Canul-Reich, MexicoJugal Kishor, IndiaJugnesh Kumar, IndiaJun Kong, USAJun-Dong Cho, KoreaJyoti Prakash Singh, IndiaJyoti Singh, IndiaJyoti Singhai, IndiaK.K. Bharadwaj, IndiaKalid Muleta, EthiopiaKalikinkar Mandal, CanadaKamal Saluja, IndiaKamaljit I. Lakhtaria, IndiaKamlesh Dutta, IndiaKapil Kumar, IndiaKaran Singh, IndiaKaranbir Singh, IndiaKavita Saxena, IndiaKeith Leonard Mannock, London, UKKhalid Alemerien, USAKiran Pokkuluri, IndiaKirat Pal Surya, IndiaKirti Jain, India

Komal Kumar Bhatia, IndiaKrishan Kumar, IndiaKshitiz Saxena, IndiaKunal Gupta, IndiaKunwar Singh, IndiaLalit Kumar Awasthi, IndiaLatha Banda, IndiaLavanya Sharma, IndiaLefteris Gortzis, GreeceLei Wu, Texas, USALeszek Borzemski, PolandLinda Mathew, IndiaLiping Shao, ChinaLiu Hui, GermanyLopamudra Mohanti, IndiaM. Azzouzi, AlgeriaM.N. Zaw, MyanmarM. Sabarimalai Manikandan, IndiaM. Ubaidullah Bokhari, IndiaM.K. Singh, IndiaMadan Singh, Rome, ItalyMadhuparna Biswas, IndiaMagdiel Ablan, ColombiaMahdi Jampour, IranMahdi Mahmoodi Vaneghi, IranMahesh Chandra, IndiaMahesh Jangid, IndiaMahesh Kumar Aghwariya, IndiaManas Kamal Bhuyan, IndiaMandeep Guleria, IndiaMandeep Kaur, IndiaManinder Singh Nehra, IndiaManish Kumar, IndiaManisha Yadav, IndiaManju Nanda, IndiaManjunath R., IndiaManmeet Singh, IndiaManoj Pandey, IndiaManpreet Kaur Khurana, IndiaManpreet Singh, IndiaManuel Filipe Santos, PortugalManvendra Singh, IndiaMaode Ma, SingaporeMarut Kumar, IndiaMaulika Patel, IndiaMaya Dimitrova, Bulgaria

Organization XIII

Mayank Tiwari, IndiaMd. Farhad Hossain, BangladeshMd. Khubeb Siddiqui, AustraliaMeenakshi Rana, IndiaMichael Coyle, USAMichel Owayjan, LebanonMiguel Bordallo Lopez, FinlandMing-Ching Chang, USAMitsunori Makino, TokyoMohamed Ben Halima, TunisiaMohammad Alaei, IranMohammad Hashim, GermanyMohammad Najmuddoja, IndiaMohammad Obaidat, USAMohammad Shahid, IndiaMohammd Pourmahmood Aghababa,

IranMohd Herwan Sulaiman, MalaysiaMohd Nazri, MalaysiaMohd. Ashraf Saifi, IndiaMohit Gambhir, USAMohit Kumar Singh, IndiaMokhtar Beldjehem, CanadaMonika Johri, IndiaMorteza Saberi Kamarposhti, IranMostafa Fouda, JapanMoulay Akhloufi, CanadaMritunjay Rai, IndiaMuhammad Usman Akram, PakistanMukesh Chandra Negi, IndiaMunesh C. Trivedi, IndiaMusheer Ahmad, IndiaMushtaq Ahmed, IndiaN.C. Karmakar, AustraliaNalin Sarda, AustraliaNancy Girdhar, IndiaNandita Magon, IndiaNarayan Gowraj, IndiaNarottam Chand Kaushal, IndiaNavaid Rizvi, IndiaNaveen Aggarwal, IndiaNavneet Agrawal, IndiaNawaz Mohamudally, MauritiusNeera Batra, IndiaNeeraj Gupta, IndiaNeeraj Kumar, India

Neeta Awasthy, IndiaNeeta Nain, IndiaNeeta Sharma, IndiaNeha Gupta, USANenad Stankovic, JapanNika Raatikainen, FinlandNikhil Sinha, IndiaNiranjan Lal Verma, IndiaNirmalya Kar, IndiaNisar Ahmad Koka, Saudi ArabiaNisha Chaurasia, IndiaNishant Bhardwaj, IndiaNishant Gupta, IndiaNisheeth Joshi, IndiaNitesh Chauhan, IndiaNitin Sharma, IndiaOm Pradyumana Gupta, IndiaOmar S. Essa, KSAOmbretta Gaggi, ItalyP. Karthigeyan Rahul, IndiaP. Kiran Sree, IndiaP. Laxmi, IndiaP. Mythili, IndiaP. Srinivasa Varma, IndiaP. Vasant, MalaysiaPadam Singh Saini, IndiaPadmini Vishwanathan, IndiaPankaj Garg, IndiaPaola Lovanna, ItalyPaolo Crippa, ItalyParayitam Laxminarayana, IndiaParitosh Pandey, IndiaParteek Bhatia, IndiaPartha Pakray, IndiaParul Garg, IndiaPaul O’Leary, AustriaPaulo Neves, PortugalPaulus Sheetekela, NamibiaPinku Kumar, IndiaPiyush Dua, IndiaPlamen Angelov, UKPooja Ganesh, IndiaPooja Gupta, IndiaPooja Tripathi, IndiaPoonam Priyadarshini, IndiaPoonam Tanwar, India

XIV Organization

Poornesh Tripathi, IndiaPrabhat. K. Mahanti, CanadaPradeep Kumar Vashistha, IndiaPradeep Singh, IndiaPraful Ranjan, IndiaPragya Baluni, IndiaPramod Shety, IndiaPrathamesh Churi, IndiaPratibha Singh, IndiaPratibha Tokas, IndiaPratiksha Singh Gaur, IndiaPratishtha Singh, IndiaPraveen Kumar, IndiaPraveen Saini, IndiaPreeti Sharma, IndiaPreety Joshi, IndiaPritee Khanna, IndiaPritom Rajkhowa, IndiaPriya Ranjan, IndiaPriyanshu Saxena, IndiaPriyanshu Srivastava, IndiaPronami Borah, IndiaPuneet Azad, IndiaPushpendra Singh, IndiaP.V.L. Narayana Rao, EthiopiaQuazi Md. Alfred, IndiaQuoc-Tuan Vien, UKR. Balamurali, IndiaR.C. Tripathi, IndiaRafael Valle, USARaghav Mehra, IndiaRagini B., IndiaRagini Karwayun, IndiaRahul Dubey, IndiaRahul Johari, IndiaRahul Rajput, IndiaRahul Singhal, IndiaRaj Kamal, IndiaRajeev Kumar, IndiaRajeev Shrivastava, IndiaRajendra Prasad Payasi, IndiaRajendra Sahu, IndiaRajesh Duvvuru, IndiaRajesh Kumar, IndiaRajesh Mishra, IndiaRajesh Prasad, Nigeria

Rajesh Singh, IndiaRajeshwar Kumar, IndiaRajibul Islam, MalaysiaRaju Kumar Singh, IndiaRaju Pal, IndiaRakesh Shriwastava, IndiaRalf Wimmer, GermanyRam Krishan Mishra, DubaiRam Saran, IndiaRama Murthy Garimella, IndiaRama Shankar Yadav, IndiaRamachandran Aarthi, IndiaRamesh Rayadu, New ZealandRanjeet Kumar, IndiaRanvijay Singh, IndiaRashidali, Saudi ArabiaRavi Jain, IndiaRavi Shankar Singhal, IndiaRemus Brad, RomaniaRenu Mishra, IndiaRiaz Ahmed Shaikh, Saudi ArabiaRinkoo Bhatia, IndiaRishav Singh, IndiaRishu Gupta, IndiaR.K. Mohanty, IndiaR.N.V.J. Mohan, IndiaRohit Thanki, IndiaRohit Yadav, IndiaRohtash Dhiman, IndiaRongrong Ji, ChinaRoshan Lal Chhokar, IndiaRoy Abi Zeid Daou, LebanonRozmie, MalaysiaRubina Parveen, IndiaRuchin Gupta, IndiaRudra Pratap Ojha, IndiaRuifan Li, ChinaS.M. Dilip Kumar, IndiaS. Abdul Khader Jilani, KSAS. Hariharan, IndiaS. K. Pandey, IndiaS. Leng, ChinaS. Mini, IndiaS.P. Syed Ibrahim, IndiaS.G. Sanjeevi, IndiaS. Senthilkumar, Malaysia

Organization XV

S.V.A.V. Prasad, IndiaSaber Mohamed Abd-Allah, EgyptSabri Abdelouahed, MoroccoSachin Agarwal, IndiaSaeed Olyaee, IranSahadeo Padhye, IndiaSaikishopr Elangovan, AustraliaSaket Chaoudhary, IndiaSalah Bournnane, FranceSamir Kumar Bandyopadhyay, IndiaSandeep Lohani, USASandeep Saxena, IndiaSandeep Sharma, IndiaSanjay Agarwal, TaiwanSanjay Rawat, IndiaSanjay Singh, IndiaSanjeev Sharma, IndiaSanjoy Das, USASara Moein, MalaysiaSarhan M. Musa, USASaroj Biswas, IndiaSarvesh Kumar Sharma, IndiaSatish Chand, IndiaSatnam Mahley, IndiaSaurabh Agarwal, IndiaSeema Shah, IndiaSetiawan Hadi, IndonesiaShahanawaj Ahamad, Saudi ArabiaShailendra Singh, IndiaShaishav Agarwal, IndiaShalini Batra, IndiaShalini Bhartiya, IndiaShamimul Qamar, Saudi ArabiaShanu Sharma, IndiaSharad Saxena, IndiaShashikala Tapaswi, IndiaShaveta Bhatia, IndiaShilpi Gupta, IndiaShiv Nath Verma, New ZealandShruti Ray, IndiaShuai Wang, New JerseySiddeeq Ameen, IraqSivkumar Mishra, IndiaSkander, AlgeriaSohan Kumar Yadav, IndiaSonia Lamba, India

Sonu Yadav, IndiaSooraj Tr, IndiaSotiris Kotsiantis, GreeceSoubhik Chakraborty, IndiaSourav Mukhopadhyay, IndiaSpyridon Mouroutsos, GreeceSreesh Gaur, IndiaSrinivas Chakravarthy, USASritrusta Sukaridhoto, IndonesiaStjepan Bogdan, CroatiaSubhasish Mazumdar, USASubith Babu, IndiaSudarshan Deshmukh, IndiaSuddhasil De, IndiaSudhir Sharma, OmanSugam Sharma, USASumit Chaudhary, IndiaSundeep Raj, IndiaSunil Kumar Bharti, IndiaSunil Kumar Pandey, IndiaSunil Kumar, IndiaSunita Yadav, IndiaSuresh Penamati, IndiaSurya S.R., IndiaSushant Chougule, IndiaTamer Nassef, EgyptTamoghna Ojha, IndiaTanupriya Choudhury, Amity University,

IndiaTapas Kumar, IndiaTapas Sinha, IndiaTarok Pramanik, IndiaTarun Kumar, IndiaTole Sutikno, IndonesiaTomasz Rak, PolandTripty Singh, IndiaTrupil Gordhanbhai Limbasiya, IndiaUgrasen Suman, IndiaUtharn Buranasaksee, ThailandUttam Kumar Roy, IndiaVarma Srinivasa, IndiaVasanth Iyer, USAVegi Srinivas, IndiaVibhash Yadav, IndiaVictor R. Lazar, IndiaVijay Tripathi, India

XVI Organization

Vikas Chaudhary, EthopiaVikas Tomar, IrelandVimal Soni, IndiaVinit Sharma, IndiaVinod Kumar, IndiaViomesh Singh, IndiaVipin Balyan, South AfricaVipin Rathi, IndiaViranjay M. Srivastava, South AfricaVishal Jain, IndiaVishal Kumar, IndiaVivek Kumar, IndiaVivek Singh Kushwah, IndiaVivek Singh, IndiaVivudh Fore, IndiaVu Thanh Nguyen, VietnamWajeb Gharibi, Saudi ArabiaWei Hong, ChinaWei Qi, USAWei-Chiang Hong, Taiwan

Wichian Sittiprapaporn, ThailandXiaolong Jin, ChinaYakubu S. Baguda, Saudi ArabiaYang Y.L., TaiwanYashpal Dutta, IndiaYeshvendra Singh, IndiaYimin Zhou, ChinaYiqun Hu, AustraliaYogesh Mittal, IndiaYongguo Liu, ChinaYoram Haddad, IsraelYu Bo, ChinaYuanfeng Jin, ChinaYufei Wu, Trinidad and TobagoYun Zhai, ChinaYuxun Zhou, USAZ. Zenn Bien, KoreaZhenxing Luo, USAZhongxiao Peng, Australia

Organization XVII

Contents

Advanced Computing

A Survey on Location Recommendation Systems . . . . . . . . . . . . . . . . . . . . 3Meera Narvekar, Snehal Nayak, and Jagdish Bakal

A Comparative Study and Performance Analysis of ClassificationTechniques: Support Vector Machine, Neural Networks and Decision Trees . . . 13

Kumarshankar Raychaudhuri, Manoj Kumar, and Sanjana Bhanu

A Novel Technique for Segmenting Platelets by k-Means Clustering . . . . . . . 22Kaushiki Roy, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri,and Pramit Ghosh

Additive Noise Removal by Combining Non Local Means Filteringand a Local Fuzzy Filter – A Fusion Approach. . . . . . . . . . . . . . . . . . . . . . 30

Raju G., Farha Fatina Wahid, and Sugandhi K.

An Incremental Verification Paradigm for Embedded Systems . . . . . . . . . . . 40Hara Gopal Mani Pakala

Artificial Intelligence Based Recommender Systems: A Survey. . . . . . . . . . . 50Goldie Gabrani, Sangeeta Sabharwal, and Viomesh Kumar Singh

Assembling Swarm with Limited Visibility in Presence of Line Obstacles . . . 60Pratibha Tokas, Aravind Mekala, and Deepanwita Das

Clustering Proficient Students Using Data Mining Approach . . . . . . . . . . . . 70M.V. Ashok and A. Apoorva

Designing of a Gender Based Classifier for Western Music . . . . . . . . . . . . . 81Anam Tasleem, Satbir Singh, Balwinder Singh, and Hitesh Pahuja

Detecting Malwares Using Dynamic Call Graphs and Opcode Patterns . . . . . 91K.P. Deepta and A. Salim

Development of Secured Trust SLA Model from SLA Life Cycle Phases. . . . 102Manjula Shanbhog, Krista Chaudhary, Mayank Singh,and Shailendra Mishra

Dimensionality Reduction by Distance Covariance and EigenValue Decomposition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 112

S. Nithya and A. Salim

Exploration of GBP2MP Network Performance for Next Generation UsingArtificial Neural Network (ANN) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123

Sanjeev Verma and Anita Thakur

Hybrid Segmentation Technique Using Wavelet Packet and WatershedTransform for Medical Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 132

K. RajMohan, G. Thirugnanam, and P. Mangaiyarkarasi

Image Modelling: A Feature Detection Approach for Steganalysis. . . . . . . . . 140Anuj Rani, Manoj Kumar, and Payel Goel

Implementation of Medical Image Watermarking Technique Using FPGA . . . 149S. Sivakannan, G. Thirugnanam, and P. Mangaiyarkarasi

IoV: The Future of Automobiles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 158Preethi Pattabiraman, R. Dhaya, B. Sasidhar, and R. Kanthavel

Measuring Branch Coverage for the SOA Based Application UsingConcolic Testing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165

A. Dutta, S. Godboley, and D.P. Mohapatra

Mutation Analysis of Stateflow to Improve the Modelling Analysis. . . . . . . . 173Prachi Goyal, Manju Nanda, and J. Jayanthi

Prioritization of Near-Miss Incidents Using Text Miningand Bayesian Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 183

Abhishek Verma, Deeshant Rajput, and J. Maiti

Security Integration in Big Data Life Cycle . . . . . . . . . . . . . . . . . . . . . . . . 192Kanika, Alka Agrawal, and R.A. Khan

Trust Based Energy Efficient Clustering Protocol in Wireless SensorNetworks for Military Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 201

T.P. Rani and C. Jayakumar

Using Morphological Features to Simplify Complex Sentencesin Punjabi Language . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 210

Sanjeev Kumar Sharma

Communications

A Comparative Study of Internet Protocols in MANET . . . . . . . . . . . . . . . . 221Shweta Singh and Arun Kumar Tripathi

A Novel Bulk Drain Connected 6T SRAM Cell . . . . . . . . . . . . . . . . . . . . . 232Shobhit Kareer, Anchit Kumar, Kirti Gupta, and Neeta Pandey

XX Contents

Blood Pressure Control During Anaesthesia With and WithoutTransport Delay . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243

Varun Gupta, Abhas Kanungo, Piyush Chandra Ojha,and Pankaj Kumar

Brain-Bot: An Unmanned Ground Vehicle (UGV) Using Raspberry Piand Brain Computer Interface (BCI) Technology. . . . . . . . . . . . . . . . . . . . . 252

Vishal Chaurasia, Vikas Mishra, and Lokesh Jain

Contact Dynamics Emulation Using Leap Motion Controller . . . . . . . . . . . . 262Akshat Bhardwaj, Akshay Grover, Praveen Saini, and Mayank Singh

Dynamic Two Level Threshold Estimation for Zero Motion Prejudgment:A Step Towards Fast Motion Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . 272

Shaifali M. Arora and Kavita Khanna

Emerging Technologies, Applications and Futuristic Scope of CognitiveVehicular Network for 5G Wireless Systems . . . . . . . . . . . . . . . . . . . . . . . 282

Zain Hashim and Nishu Gupta

Intuitionistic Fuzzy PROMETHEE Technique for Multi-criteriaDecision Making Problems Based on Entropy Measure . . . . . . . . . . . . . . . . 290

Pratibha Rani and Divya Jain

Ku Band Microstrip Rectangular Patch . . . . . . . . . . . . . . . . . . . . . . . . . . . 302Praful Ranjan

Least Time Based Weighted Load Balancing Using SoftwareDefined Networking . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 309

Karamjeet Kaur, Sukhveer Kaur, and Vipin Gupta

QoS and QoE in Wireless Multicast Communication . . . . . . . . . . . . . . . . . . 315Mahendra Kumar Jangir and Karan Singh

Signed Social Networks: A Survey . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 326Nancy Girdhar and K.K. Bharadwaj

Text Document Clustering Based on Neural K-Mean Clustering Technique . . . 336Daljeet Kaur and Jagpuneet Kaur Bajwa

Informatics

An Accelerated Approach for Generalized Entropy Based MRIImage Segmentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347

Anushikha Jain, Maninder Singh Nehra, and Manoj Kuri

Contents XXI

Automatic Face Naming Using Image Processing: A Review Study Basedon Face Name Detection in Images or Videos . . . . . . . . . . . . . . . . . . . . . . 357

Pragya Baluni, S.K. Verma, and Y.P. Raiwani

Directional Contourlet Based Multi-resolution Image Fusion Methodfor INSAT Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 369

P. Santhi, G. Thirugnanam, and P. Mangaiyarkarasi

Feature Extraction Methods for Human Gait Recognition – A Survey . . . . . . 377Sugandhi K., Farha Fatina Wahid, and Raju G.

Modeling the Decline of Orkut with Popularity in Facebook. . . . . . . . . . . . . 386Tanuja Jha, Shilpi Burman Sharma, and Shubham Krishna Chaturvedi

Optimizing Support Vector Machines for Multi-class Classification . . . . . . . . 393J.K. Sahoo and Akhil Balaji

Scalable Online Analytics on Cloud Infrastructures . . . . . . . . . . . . . . . . . . . 399Jyoti Sahni and Deo Prakash Vidyarthi

User Search Intention in Interactive Data Exploration: A Brief Review . . . . . 409Archana Dhankar and Vikram Singh

Internet of Things

A Novel Ultra Low Power Current Comparator . . . . . . . . . . . . . . . . . . . . . 423Veepsa Bhatia and Neeta Pandey

A Secure Multi-owner Multi-copy Facility with Privacy Preservingon Public Storage Cloud Dynamic Data . . . . . . . . . . . . . . . . . . . . . . . . . . . 433

Priya Sontakke and Amrita Manjrekar

A Technique to Reduce Problem of Delay in Key Rekeyingin Mobile Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 448

Rajwinder Kaur and Karan Verma

Automated Learning Based Water Management and Healthcare SystemUsing Cloud Computing and IoT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 457

Punit Gupta, Dilpreet Singh, Anuj Purwar, and Mohit Patel

Challenging Issues of Video Surveillance System Using Internetof Things in Cloud Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 471

Dileep Kumar Yadav, Karan Singh, and Swati Kumari

Dynamic Orchestration Model for Complex Business Processes:An Application to e-SCMS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 482

Reena Gupta, Raj Kamal, and Ugrasen Suman

XXII Contents

Efficient Vehicle Detection and Classification for TrafficSurveillance System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 495

Vijay Ukani, Sanjay Garg, Chirag Patel, and Hetali Tank

Graphical and Theoretical Approach of Thermodynamics in CyclicTheory of Universe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 504

Nitin Chandola, Mayank Chaturvedi, Rohit Singh Rawat,and Yogesh Dhami

Supplier Performance Evaluation for Manufacturing Industries:Re-exploring with Big Data Analysis. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 516

Purnima Matta and Akash Tayal

Data Sciences

A Distributed, Scalable Computing Facility for Big Data Analyticsin Atmospheric Physics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 529

Reena Bharathi, S.C. Shirwaikar, and Vilas Kharat

Abstracting Communication Methodology in IoT Sensorsto Eliminate Redundancy and Cycles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 541

Sharad Saxena

Analysis of Application Layer Protocols in Internet of Things . . . . . . . . . . . 550S. Sasirekha, S. Swamynathan, S. Chandini, and K. Keerthana

Classification of Emotions from Images Using LocalizedSubsection Information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 562

Abhishek Singh Kilak and Namita Mittal

Comparative Study of Classification Techniques for Weather Data . . . . . . . . 572Shweta Panjwani, S. Naresh Kumar, and Laxmi Ahuja

Content Based Component Retrieval Based on Neural Network (NN)Classification Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 577

Rupali Garg and Jagpuneet Kaur Bajwa

Data Mining Classification Models for Industrial Planning . . . . . . . . . . . . . . 585Ricardo Bragança, Filipe Portela, A. Vale, Tiago Guimarães,and Manuel Santos

Designing a Smart-Contract Application Layer for TransactingDecentralized Autonomous Organizations. . . . . . . . . . . . . . . . . . . . . . . . . . 595

Alex Norta

Digitization of Ancient Manuscripts and Inscriptions - A Review . . . . . . . . . 605N. Jayanthi, S. Indu, Snigdhaa Hasija, and Prateek Tripathi

Contents XXIII

Heart Disease Prediction System Using Random Forest . . . . . . . . . . . . . . . . 613Yeshvendra K. Singh, Nikhil Sinha, and Sanjay K. Singh

MapReduce Based Multilevel Association Rule Miningfrom Concept Hierarchical Sales Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . 624

Dinesh J. Prajapati and Sanjay Garg

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 637

XXIV Contents