Simulation based Analysis of TCP Variants over MANET Routing Protocols using NS2

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1 Simulatio based Aalysis of TCP Variats over MANET Routig Protocols usig NS2 Navreet Kaur M.Tech CSE Studet MMU Mullaa(Ambala) Sadhya Umrao Research Scholar,CSE Dept. MMU Mullaa (Ambala) Rajeesh Kumar Gujral, Ph.D Prof. CSE Dept. MMU Mullaa(Ambala) ABSTRACT Traditioal Trasport Layer Protocol Trasport Cotrol Protocol (TCP) ad User Datagram Protocol (UDP) which perform well o wired etworks, but it degrades its performace i case of Ad-hoc wireless etworks due to the existig problems associated such as misiterpretatio of packet loss, frequet path breaks, effect of path legth, misiterpretatio of cogestio widows, asymmetric lik behaviour, ui-directioal path, multipath routig ad the use of slidig-widow-based trasmissio. So, to provide reliable data commuicatio support over MANET s, various TCP variats i.e. basically ehacemet of base TCP protocols has bee proposed. This research work aims to evaluatig the simulatio based compariso of two TCP variats, which are TCP Vegas ad TCP Westwood o differet routig protocols such as AODV, DSDV ad DSR o the basis of average throughput, packet delivery ratio, average delay, routig overhead ad average jitter with the use of s2 simulator. Keywords TCP Vegas, TCP Westwood, MANET, NS2. INTRODUCTION Mobile Ad-hoc Networks (MANETs) are self -cofigurig etworks cosistig of mobile odes that are commuicatig through wireless liks. There is a cooperative egagemet of a collectio of mobile odes without the required itervetio of ay cetralized access poit or existig ifrastructure. The odes move arbitrarily; therefore, the etwork may experiece upredictable topology chages. It meas that a formed etwork ca be deformed o the fly due to mobility of odes. Hece, it is said that a Ad-hoc wireless etwork is self - orgaizig ad adaptive. Due to ifrastructure less ad selforgaizig ature of Ad-hoc etworks, it has several applicatios i the area of commercial sector for emergecy rescue operatios ad disaster relief efforts. MANETs also provides a solutio i the field of military battlefield to detect movemet of eemies as well as for iformatio exchage amog military headquarters ad so o []. Also, MANET provides a ehacemet to cellular based mobile etwork ifrastructure. Nowadays, it is a iexpesive alterative for data exchage amog cooperative mobile odes [2]. 2. OVERVIEW OF ROUTING AND TRANSPORT LAYER PROTOCOLS 2. Routig Protocol The routig is the act of trasferrig iformatio (packets) across a etwork from a source to a destiatio. The routig ifrastructure eeds to be established i a distributed, selforgaized way due to ode mobility. The MANET routig protocols ca be divided ito three categories [3]. Proactive protocols or table drive protocols Reactive protocols or o-demad protocols Hybrid Routig protocols Ad-hoc o demad distace vector (AODV): It is a o-demad ad distace-vector routig protocol, meaig that a route is established by AODV from a destiatio oly o demad [4]. AODV is capable of both uicast ad multicast routig [5]. It keeps these routes as log as they are desirable by the sources. It is loop-free, self-startig, ad scales to large umbers of mobile odes [6] [7]. AODV defies three types of cotrol messages for route maiteace i.e., RREQ, RERR ad RREP. The mai advatage of AODV is that it is a beaco-full routig protocol so that its covergece is fast due to liked-ode commuicatio ad disadvatage of AODV is that the periodic beacoig leads to uecessary badwidth cosumptio. Destiatio-Sequeced Distace Vector (DSDV): DSDV is a table-drive routig [8] scheme for MANETs. The Destiatio-Sequeced Distace-Vector (DSDV) Routig Algorithm is based o the idea of the classical Bellma-Ford Routig Algorithm with certai improvemets. Every mobile statio maitais a routig table that lists all available destiatios, the umber of hops to reach the destiatio ad the sequece umber assiged by the destiatio ode. The sequece umber is used to distiguish stale routes from ew oes ad thus avoid the formatio of loops. Dyamic Source Routig (DSR): DSR is a o-demad protocol desiged to restrict the badwidth cosumed by cotrol packets i ad hoc wireless etworks by elimiatig the periodic table-update messages required i the table-drive approach [9]. The major differece betwee this ad other odemad routig protocols is that it is beaco-less ad hece does ot require periodic hello packet (beaco) trasmissio, which are used by a ode to iform its eighbours of its presece. The basic approach of this protocol (ad all other o-demad routig protocols) durig the route costructio phase is to establish a route by floodig Route Request packets i the etwork. The destiatio ode, o receivig a Route Request packet, respods by sedig a Route Reply packet back to the source, which carries the route traversed by the Route Request packet received. 2.2 TCP Protocol Trasmissio Cotrol Protocol (TCP)[0][] is the predomiat Iteret protocol ad it carries approximately 90% of Iteret traffic i today s heterogeeous wireless ad 25

2 wired etworks. TCP is reliable ed to ed protocol because TCP is tryig to provide reliable data trasmissio betwee two etities. TCP is widely used as a coectio orieted trasport layer protocol that provides reliable data packet delivery over ureliable liks. TCP primary purpose is to provide a coectio -orieted reliable data trasfer service betwee differet applicatios to be able to provide these services o top of a ureliable commuicatio system. TCP eeds to cosider data trasfer, reliability flow cotrol, multiplexig, TCP segmet, ad cogestio cotrol ad coectio maagemet. TCP does ot deped o the uderlyig etwork layers ad, hece, desig of various TCP variats is based o the properties of wired etworks. TCP Vegas: Vegas is a TCP implemetatio which is a modificatio of RENO. It builds o the fact that proactive measure to ecouter cogestio is much more efficiet tha reactive oes. It tried to get aroud the problem of coarse grai timeouts by suggestig a algorithm which checks for timeouts at a very efficiet schedule. Also it overcomes the problem of requirig eough duplicate ackowledgemets to detect a packet loss, ad it also suggests a modified slow start algorithm which prevets it from cogestig the etwork. TCP Westwood: TCP Westwood cogestio cotrol algorithm [2] use a badwidth estimatio, it executed at seder side of a TCP coectio. The cogestio widow dyamics durig slow start ad cogestio avoidace are uchaged. The geeral idea is to use the badwidth estimate BWE to set the cogestio widow (cwi) ad the slow start threshold (ssthresh) after a cogestio episode. I TCP Westwood the seder cotiuously computes the coectio BWE which is defied as the share bottleeck used by the coectio. Thus, BWE is equal to the rate at which data is delivered to the TCP receiver. The estimate is based o the rate at which ACKs are received ad o their payload. After a packet loss, the seder resets the cogestio widow ad the slow start. Threshold based o BWE. The packet loss is suspected with a receptio of three duplicates ACKs or timeout expiratio. Aother importat elemet of this procedure is the RTT estimatio. That is because the cogestio widow is set precisely to BWE * RTT after idicatio of packet loss. 3. RELATED WORK Extesive literature survey has bee doe to fid the gaps TCP Variats over MANET Routig Protocols. Yuvaraju B N et al. [3] performed the simulatio based aalysis of variats of TCP o the three performace metrics such as Throughput, Average Ed-to-Ed delay ad Packet Delivery ratio i low ad high mobility by usig s2 simulator. After aalysig the performace from simulated data ad graphs obtaied, we cocluded that out of six TCP variats amed TCP TAHOE, TCP RENO, TCP NEW RENO, TCP SACK, TCP FACK ad TCP Vegas, performace of TCP Vegas is better for sedig data ad iformatio due to its better packet delivery ratio ad avg. Ed-to-Ed delay i both high ad low mobility. B.S. Yew et al. [4] performed the simulatio based aalysis of TCP Vegas versus differet TCP variats i homogeous ad heterogeeous etworks by usig etwork simulator (s-2). After simulatio, it was observed that the overall performaces of TCP variats i wired-cum-wireless etwork are poorer compared to their performaces i wired etwork. It was also observed that TCP Vegas always exhibits sigificat lower delay as compared to other TCP variats i both wired ad wired-cum-wireless etwork. MACURA et al. [5] described the evaluatio ad compariso of three cotrol algorithms, which are Westwood+, New Reo ad Vegas TCP by usig s2. Results show that Westwood+ TCP is friedly towards New Reo TCP ad improves the fairess i badwidth allocatio whereas Vegas TCP is fair but is ot able to grab its badwidth share whe coexistig with Reo or i the presece of reverse traffic because of its RTT-based cogestio detectio mechaism. Fial results show that Westwood+ remarkably improves utilizatio of wireless liks that are affected by losses ot due to cogestio. Rajeesh Kumar Gujral et al [6] has performed Aalysis that at what speed ad by takig how much zoe radius ZRP will be able to perform efficietly ad effectively for MANETs. Give a results that if the radius zoe is small the the odes act as reactive protocol so if the zoe is less tha the average delay is more. Whe the mobility rate is less the throughput, packet delivery ratio is maximum ad if the mobility rate ad zoe size is icrease the cotrol overhead is also icreased. Simulatio based aalysis of TCP ad UDP over ZRP has bee aalyzed i [7]. After aalysis its results have cocluded that, whe zoe size is very small it act as reactive routig protocol because the probability of destiatio ode with i routig zoe is less, so average delay is more. ZRP uses proactive routig withi the zoe as zoe size gets icreased the delay keeps o reducig destiatio odes ca come uder the routig zoe. As TCP is reliable protocol. Whe it has bee aalyzed o ZRP, its results shows maximum packet delivery ratio with lower mobility speed ad lowest packet delivery ratio with highest mobility speed. Throughput is also iversely proportioate to mobility speed ad zoe size. Similarly, whe we aalyzed UDP due to its ureliable ature its performace is poor i all the scearios. So after aalysis ad result discussio this paper cocludes that UDP flows perform better i the case of dese etworks with little or o mobility. TCP flows perform better for high mobility scearios Iffat Syad et al. [8] I this research, through simulatios that were carried out by usig Network Simulator-2 (NS-2), the selected MANET Routig protocols i.e. DSR ad DSDV were aalysed i accordace with their fiest performace of packets delivery rate, average ed-to-ed delay, ad packet droppig, uder TCP Vegas ad TCP New Reo with mobility cosideratio. The simulatio results idicate that DSDV has a better throughput performace but high average ed-to-ed delay ad packet drop ratio as compared to DSR. Gayathri Jaakirama et al. [9] I the research work, MANET protocols like AODV, DSDV ad DSR protocols performace aalysis was ivestigated with TCP Reo, TCP ew Reo ad TCP Vegas usig s2. The aalysis of TCP variats was based o the these performace metrics like Average Ed-to-Ed delay, Packet Delivery Fractio, Packet Loss, Routig Overhead ad Covergece Time. These metrics were calculated by varyig the ode coverage area. The performace of TCP variats varies accordig to the routig protocols ad etwork scearios. Amog all possibilities, the proposed TCP variat havig better performace.tcp NEW RENO outperforms better as compared to other variats. DSR has performed well compared to all other protocols i terms of delivery ratio while AODV outperformed i terms of average delay. DSR geerates lower overhead tha AODV while DSDV geerates almost costat overhead due to proactive ature. S. Mascolo et al. [20] evaluates ad compares three cotrol algorithms, 26

3 which are Reo, Vegas ad Westwood+ TCP, usig the s2 simulator, the dummy et emulator ad live iteret measuremets. Results show that Westwood+ TCP is friedly towards Reo TCP ad improves the fairess i badwidth allocatio whereas Vegas TCP is fair but it is ot grab its badwidth share whe coexistig with Reo. Westwood+ improves utilizatio of lossy liks w.r.t both Vegas ad Reo ad provides the highest bottleeck utilizatio i the presece of small capacity buffers. Md. Mozur Morshed et al. [2] I this paper, simulatio results are were carried out for differet TCP packets uder several QoS metrics such as drop, throughput, delay ad jitter. Cosiderig the performace o the variats of TCP, Vegas show the highest efficiecy ad performs best. So it cocludes that i terms of drop rates, delivery rates ad total receivig throughput, Vegas is clearly best amog the four variats. 4. QOS BASED PERFORMANCE METRICS The performace metrics icludes the QoS parameters such as Packet Delivery Ratio (PDR), average Throughput, average Delay, Routig Overhead ad average Jitter. Packet Delivery Ratio (PDR): PDR also kow as the ratio of the data packets delivered to the destiatios to those geerated by the CBR sources. This metric characterizes both the completeess ad correctess of the routig protocol. PDR *00 CBRset Table : Simulatio Parameters for Sceario Parameters Values Number of odes 25, 50, 00, 50, 200 Simulatio time 0 sec. Eviromet size 200*200 Traffic CBR (Costat Bit-Rate) Queue Legth 50 Source ode Node 0 Destiatio ode Node 2 Source Type TCP (Vegas, Westwood) Routig Protocols AODV, DSDV, DSR, ZRP Mobility model Radom Way-Poit Atea type Omi Directioal Simulator NS-2.34 Operatig System Liux Eterprise Editio-5 Average Ed to Ed Delay: Average Ed to Ed delay is the average time take by a data packet to reach from source ode to destiatio ode. It is ratio of total delay to the umber of packets received. Avg _ Ed _ to _ Ed _ Delay ( tim e CBRsettim e) *00 Throughput: Throughput is the ratio of total umber of delivered or received data packets to the total duratio of simulatio time. Throughput simulatiotime Normalized Protocol Overhead/ Routig Load: Routig Load is the ratio of total umber of the routig packets to the total umber of received data packets at destiatio. Routig _ Load RTRPacket 5. SIMULATION RESULTS AND DISCUSSIONS The performace of AODV, DSDV ad DSR has bee aalysed o TCP Variats varyig umber of odes. The parameters used for simulatio are summarized i Table.The performace metrics comprises of QoS parameters such as packet delivery ratio, average throughput, average delay, routig overhead ad average Jitter. Figure 5. Sceario of 200 odes of TCP westwood with AODV Routig Protocol Average Delay Figure 5.2 shows average delay versus umber of odes for MANET routig protocols uder two TCP variats amed Vegas ad Westwood. It is observed that TCP Vegas havig miimum average delay with AODV routig protocol followed by Westwood with AODV routig protocol whereas other TCP variat amed TCP Westwood have worst performace with DSR routig protocol. TCP Vegas have better performace because it works o the estimatio Roud Trip Time (RTT) which detects the cogestio faster ad at early stages without wastig time o waitig for packet lost to coclude that cogestio occurs i the etwork, which cocludes that faster delivery of data to the destiatio, lower will the delay ad it also improves the efficiecy of the etwork. TCP variat Vegas gives best results with AODV routig protocol because AODV is a reactive ad beaco-full routig protocol, i which covergece is fast due to the liked ode commuicatio. 27

4 Figure 5.2: Illustrates Average Delay vs. umber of ode Average Throughput Figure 5.3 shows average throughput versus umber of odes for AODV, DSDV ad DSR MANET routig protocols uder two TCP variats amed Vegas ad Westwood. It is observed that TCP Westwood have maximum average throughput with DSR routig protocol whereas other TCP variat amed TCP Vegas have worst performace with AODV routig protocol. Whe we icrease the umber of odes i a etwork, more packets are dropped i the etwork due to the collisio. Figure 5.4: Illustrates packet delivery ratio vs. umber of ode It is observed that TCP Westwood is better tha other TCP variats for sedig faster data to the destiatio ad due to its faster recovery mechaism whereas TCP Vegas are givig liear delivery rate. Performace of DSR is better i PDF tha AODV because i DSR route cache maagemet is doe via cache etry ad oly active routes are maitaied i the route cache. As the umber of odes icreases the eighbour desity icreases hece the value of PDR icreases for all o demad routig protocols. Routig Overhead Figure 5.5 shows Routig overhead versus umber of odes for AODV, DSDV ad DSR MANET routig protocols uder two TCP variats amed Vegas ad Westwood. It is observed that TCP Vegas have miimum Routig overhead with AODV routig protocol whereas other TCP variat amed TCP Westwood have worst performace with DSR routig protocol. AODV geerates lower routig overhead tha DSR while DSDV geerates almost costat overhead due to proactive ature. AODV has lower routig overhead because it replies oly oce to the request arrivig first ad igores the rest while DSR replies to all requests reachig a destiatio from a sigle request cycle. The major cotributio to routig overhead i AODV is from RERRs, while RREPs costitute a large fractio of routig overhead i DSR. Figure 5.3: Illustrates Average throughput vs. umber of ode Packet Delivery Ratio Figure 5.4 shows Packet Delivery Ratio versus umber of odes for AODV, DSDV ad DSR MANET routig protocols uder two TCP variats amed Vegas ad Westwood. It is observed that TCP Westwood have maximum value of average throughput with DSR routig protocol whereas other TCP variat amed TCP Vegas have worst performace with AODV routig protocol. 28

5 Figure 5.5: Illustrates routig overhead vs. umber of ode Average Jitter Figure 5.6 shows Average Jitter versus umber of odes for AODV, DSDV ad DSR MANET routig protocols uder two TCP variats amed Vegas ad Westwood. It is observed that TCP Vegas have miimum routig overhead with AODV routig protocol whereas other TCP variat amed TCP Westwood have worst performace with AODV routig protocol. There is ot much variatio i the value of jitter as the umber of odes icreases. TCP Vegas does ot wait for loss to trigger cogestio widow decreases ad calculate approximately the curret throughput durig each time,that is the mai reaso of Vegas havig miimum Jitter. Figure 5.6: Illustrates Average Jitter vs. umber of ode 6. CONCLUSION AND FUTURE WORK This study was coducted to simulate the performace of TCP variats over differet MANET routig protocols i.e. AODV, DSDV ad DSR based o average throughput, average delay, packet delivery ratio, routig overhead ad average jitter. It has bee foud that packet delivery ratio ad average throughput are better i case of TCP Westwood with DSR routig protocol with icreased the umber of odes ad mobility. It has bee also foud that average delay, routig overhead ad average delay are better i case of TCP Vegas with AODV routig protocol as we icreased the umber of odes ad mobility. The future work could be coducted with the aalysis of MANET eviromet uder Differet quality of service (QoS) issues such as ode eergy cosumptio, issues of hidde ad exposed termials, ad costraits i mobility ad traffic criteria. Also more MANET protocols like Hierarchal state routig protocol (HSR), temporarily ordered routig protocol (TORA), Pre-emptive Ad-hoc o-demad distace- Vector routig protocol (PAODV). Dyamic MANET O- Demad (DYMO) ca be added for better aalysis ad compariso of protocols uder differet TCP variats. Other TCP variats ca also be tested. I future more parameters will be take ito cosideratio such as differet traffic scearios, cogestio widow size, umber of coectios etc. Simulatio Based Aalysis of TCP Variats over MANET Routig Protocol. 7. REFERENCES [] Kapag Lego, Praav Kumar Sigh, Dipakar Sutradhar, Comparative Study of Ad-hoc Routig Protocol AODV, DSR ad DSDV i Mobile Ad-hoc NETwork, Idia Joural of Computer Sciece ad Egieerig Vol. ( 4), 20. [2] S.R. Birdar, Hire H D Sarma, Kalpaa Sharma, Subir Kumar Sarkar, Puttamadappa C, Performace Compariso of Reactive Routig Protocols of MANETs usig Group Mobility Model, Iteratioal Coferece o Sigal Processig Systems, [3] R.Ramaatha, J.Redi, ad B.Techologies, A Brief Overview of Ad-hoc Networks: Challeges ad Directios, IEEE Commuicatios Magazie, Vol. 40(5), pp , [4] Krisha Goratala, Routig Protocols i Mobile Ad-hoc Networks, Umea Uiversity, Swede, Vol. 38(5), 202. [5] C.E Perkis, E.M. Royer, ad S. Das, Ad-hoc Odemad Distace Vector(AODV), RFC 456, [6] C.E. Perkis ad E.M. Royer, Ad-hoc O-Demad Distace Vector RoutigProceedigs of the 2d IEEE Workshop o Mobile Computig Systems ad Applicatios, New Orleas, LA, pp , 999. [7] Abdul Hadi Abd Rahma ad Zuriati Ahmad Zukarai, Performace Compariso of AODV, DSDV ad I-DSDV Routig Protocols i MANETs, Europea Joural of Scietific Research, ISSN X Vol.4(4), pp , [8] C.Perkis, E.Royer ad S Das, Ad-hoc o demad distace vector (aodv) routig, i IETF Iteret Draft(work i progress),

6 [9] D. B. Johso ad D. A. Maltz, Dyamic Source Routig i Ad-hoc Wireless Networks, Mobile Computig, Chapter 5, pp. 54-8, Kluwer Academic Publishers, 996. [0] J. Postel, Trasmissio Cotrol Protocol, RFC 794, 98. [] M. Mathis, J. Mahdavi, S. Floyd, A. Roma, RFC 208: TCP Selective ackowledgmet optios, 996. [2] N Vetrivela, A V Reddy Performace Aalysis of Three Routig Protocols for Varyig MANET Size Proceedigs of the Iteratioal Multi-Coferece of Egieers ad Computer Scietists 2008 Vol. 2, pp. 9-2, [3] Yuvaraju B N, Dr. Niraja N Chiplukar Sceario Based Performace Aalysis of Variats of TCP Usig NS2-Simulator Iteratioal Joural of Computer Aplicatios, Vol. 4(9), 200. [4] B. S. Yew, B. L. Og ad R. B. Ahmad Performace Evaluatio of TCP Vegas versus Differet TCP variats i Homogeeous ad Heterogeeous Networks by Usig Network Simulator 2 Iteratioal Joural of Electrical ad Computer Scieces IJECS- IJENS Vol. ( 04). [5] Macura, a Missoi, E & kordic, z compariso of westwood, ew reo ad vegas tcp cogestio cotrol iteratioal daaam symposium, vol. 24(). [6] Rajeesh Kumar Gujral, Mapreet Sigh, Jyoti Kalra, Impact of Scalability with respect to Mobility ad Zoe Size o Zoe Routig Protocol over MANETs Iteratioal Coferece o Computig Scieces, December 202, pp [7] Rajeesh Kumar, Sadhya Umrao Performace based Reliable Data Commuicatio Aalysis o TCP, UDP by varyig odes, mobility speed ad zoe radius over ZRP Iteratioal Joural of Egieerig Research ad Applicatios (IJERA), pp , March 204. [8] Iffat Syad, Sehrish Abrejo ad Asma Asari aalysis of proactive ad reactive maet routig protocols uder selected tcp variats Iteratioal Joural of Ad-hoc, Sesor & Ubiquitous Computig (IJASUC) Vol. 4(4), 204. [9] Gayathri Jaakirama, T. Nirmal Raj, R.M. Suresh AODV, DSDV, DSR Performace Aalysis with TCP Reo, TCP New Reo, TCP Vegas o MANETs usig NS2 Iteratioal Joural of Computer Applicatios ( ) Vol.9, 204. [20] S. Mascolo, A. Grieco, G. Pau, C. Casetti, Ed-to-Ed Badwidth Estimatio toimprove Wireless Lik Utilizatio, Vol. 23(2): , 2005 [2] Md. Mozur, Morshed, Mehtah Ur Rahma ad Md. Rafiqul Islam, A Empirical Study o variats of TCP over AODV routig protocol i MANET, Vol. 6(6), AUTHOR S PROFILE Navreet Kaur is a M.Tech Studet i Departmet of Computer Sciece ad Egieerig i the M.M. Egieerig College, M.M. Uiversity Mullaa, Ambala. She obtaied her M.Tech (Computer Sciece ad Egieerig) from M.M. Uiversity Mullaa, Ambala ad B.Tech (IT) from PTU, Jaladhar. Sadhya Umrao workig as a Assistat Professor (IT) i Galgotia College of Egieerig ad Techology Greater Noida (U.P.) sice July She has received her M.Tech. (Computer Sciece ad Egieerig) From Kurukshestra Uiversity Kurukshetra (Haryaa) i She supervised 2 M. Tech studets. Curretly she is pursuig PhD from M,M,Uiversity Mullaa Ambala i the area of Mobile Ad hoc Network. Her research area icludes Wireless Sesor Networks, Reliability Theory, Artificial Itelliget ad Cryptography. Dr. Rajeesh Kumar Gujral is workig as Professor i the Departmet of Computer Sciece ad Egieerig, M.M Egieerig College, M. M. Uiversity Mullaa, Ambala. He obtaied his PhD (Computer Sciece ad Egieerig) i 202 uder faculty of egieerig, M.M Uiversity, Mullaa, MTECH (IT) i 2007 from Uiversity School of Iformatio Techology, GGSIP Uiversity Delhi ad BE (Computer Sciece ad Egieerig) i 999 from Pujab Techical Uiversity (PTU), Jaladhar (Pujab). He supervised 28 M. Tech, M. Phil ad curretly supervisig 8 PhD research scholars. He has about 40 publicatios i Iteratioal Jourals ad Cofereces. His research area icludes Cloud Computig, Wireless Commuicatios, Mobile Ad hoc & Sesor based Networks ad Network Security. IJCA TM : 30

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