IOSR Journal of Computer Engineering (IOSR-JCE)

National Conference on Recent Trends in Computer Science and Information Technology

Volume 2

Paper Type : Research Paper
Title : Big Data: How it is Generated and its Importance
Country : India
Authors : Asst. Prof. Mrs. Mugdha Ghotkar || Ms. Priyanka Rokde

Abstract: More and more data are being produced by an increasing number of electronic devices surrounding us and on the internet. The amount of data and the frequency at which they are produced are so vast that they are usually referred to as "BIG Data". "Big Data" is the term that describes the large volume of data – both structured and unstructured. This paper discusses the sources and Characteristics of Big Data and the importance of it. Big Data can be analyzed for insights that lead to better decision and strategic business moves.

Keywords -Big Data, Human generated, Machine generated, Social media, Structured data, Unstructured data

[1] The McKinsey Global Institute, 2012

Paper Type : Research Paper
Title : Review of Big data Challenges in Healthcare Application
Country : India
Authors : Madhura A. Chinchmalatpure || Dr. Mahendra P. Dhore

Abstract: Big data is a term defining collection of large datasets. After interaction with patients here we implement electronic health record(EHR) which is highly capable of storing voluminous data in database. and this includes patient's previous medical data, laboratory test values, current treatment given to patient, doctors prescription, diagnostic reports, pharmacy information health insurance related data, medical journals are used to proper investigate and analysis. In this paper, the objective is to discuss the characteristics and challenges of big data in which the process is to extract the information from large sets of big data
Keywords: Big data analysis, Electronic Health Records(EHR), Hadoop, MapReduce

[1] Wullianallur Raghupathi1* and Viju Raghupathi2," Big data analytics in healthcare: promise and Potential"

[2] Ch.Sai Krishna manohar,"Analytics of Big Data Science using Big Data" Department of Information Technology, Tirumala Engineering College, Narasaraopet, India, IOSR Journal Of Computer Engineering(IOSR-JCE),e-ISSN:2278-0661,p-ISSN:2278 Volume 10,Issue2(Mar-Apr)

[3] Md.Salahuddin,Shaikh Muhammad Allayear,Sung Soon Park,"The Architectural Design Of Healthcare Services with big data storing Mechanism",IOSR Journal Of Computer Engineering(IOSR-JCE),e-ISSN:2278-0661,p-ISSN:2278-8727,Volume 16,Isseue 5,Ver.VIII(Sep-Oct.2014),PP 81-94

[4] Gemson Andrew Ebenezer J.1 and Durga S.2," BIG DATA ANALYTICS IN HEALTHCARE: A SURVEY" ARPN Journal of Engineering and Applied Sciences ©2006-2015 Asian Research Publishing Network (ARPN). All rights reserved. VOL. 10, NO. 8, MAY 2015, ISSN 1819-6608

Paper Type : Research Paper
Title : Emerging high speed technology in mobile communication: 4G
Country : India
Authors : Shrikant R Tripathi and Nitesh B Khandelwal

Abstract:4G (Fourth generation) mobile communications will have higher data transmission rates than 3G i.e. 4G is 3 times faster speed than 3G technology. Mobile communication is continuously one of the hottest areas that are developing at a high speed, with advanced techniques emerging in all the fields of mobile and wireless communications. Current times are just the beginning for deploying 3G mobile communication systems...........


[1] Young Kyun, Kim; Prasad, Ramjee. 4G Roadmap and Emerging Communication Technologies. Artech House 2006, pp 12-13. ISBN 1- 58053-931-9.
[2] Jivesh Govil, Jivika Govil, "An Empirical Feasibility Study of 4G's Key Technologies", 978-1-4244-2030-8/08/ 2008 IEEE.
[3] Afaq H. Khan, Mohammed A. Qadeer, Juned A. Ansari, Sariya Waheed," 4G as a Next Generation Wireless Network International Conference on Future Computer and Communication 2009
[4] shipra Gupta, Supriya Shakya, Himanshu Tyagi," The 4G Technology V/S other G Technologies" IJARCSSE vol.3 2013 ISSN: 2277 128X

Paper Type : Research Paper
Title : Distributed Database Problem areas and Approaches
Country : India
Authors : D.S.Hiremath || Dr.S.B.Kishor

Abstract:The main purpose of this paper is to study and identify the Distributed Database Issues and approaches of Distributed database. Distributed Database is Emerging technology to stored the database in several location or sites, this maintain the Reliability and Availability of the data. In the paper we study the various problems areas in distributed database such concurrency control, distributed database design, transaction management problem etc......

Keywords: Availability, Computer Network, Distributed Database, Repliation, Reliability

[1]. Andrew S Tanenbaum, ―Distributed systems principles and paradigms‖, PHI
[2]. Ceri, S Pelagatti, G, ―Distributed Databases: Principles and Systems‖
[3]. DBMS – Complete Practical Approach by Sharad Maheshwari, Ruchin Jain
[4]. George Coulouris, ―Distributed System‖, ean Dollimore Publication.
[5]. M Tamer Ozsu,‖Principle of Distributed Database System‖ PHI

Paper Type : Research Paper
Title : Resource Allocation for Sharing Cloudlet with MOPSO in wireless sensor network
Country : India
Authors : Miss. P.P.Ingale || Prof. R. N. Khobragade || Dr. V. M. Thakare

Abstract: Connecting mobile devices with the cloud, suffers from high network latency and the huge transmission power consumption. Main obstacle for today's mobile devices is lack of resource, and requires increasing the processing power of device, increasing memory capacity, a need for greater durability of the battery etc. Cloudlets can provide available resources to nearby mobile devices with lower access overhead and energy consumption.......

Keywords:- Cloudlet, localization, MOPSO, power consumption, resource utilization.

[1] A-Long Jin, Wei Song, Senior Member, IEEE, and Weihua Zhuang, Fellow, IEEE "Auction-Based Resource Allocation for Sharing Cloudlets in Mobile Cloud Computing" IEEE Transactions on Emerging Topics in Computing page no. 1-1. DOI: 10.1109/TETC.2015.2487865.

[2] A-Long Jin, Wei Song, Ping Wang, Dusit Niyato, and Peijian Ju "Auction Mechanisms Toward Efficient Resource Sharing for Cloudlets in Mobile Cloud Computing" , IEEE Transactions on Services Computing, 10.1109/TSC.2015.2430315.

[3] Steven Bohez, Jaron Couvreur, Bart Dhoedt, Pieter Simoens iMinds "Cloudlet-based Large scale 3D Reconstruction Using Real-time Data from Mobile Depth Cameras" MCS'15, September 11,2015, @2015 ACM.

[4] Sharad Agarwal, Matthai Philipose, Paramvir Bahl "Vision: The Case for Cellular Small Cells for Cloudlets" MCS'14.june 16,2014, Bretton Woods, New Hampshire,USA.copyright 2014 ACM.

[5] Emmanouil Koukoumidis, Dimitrios Lymberopoulos, Karin Strauss, Jie Liu, Doug Burger "Pocket Cloudlets" ASPLOS'11, March5-11, 2011 ACM.

Paper Type : Research Paper
Title : Document Image Segmentation Using Wavelet Transform and Gabor Filter Technique
Country : India
Authors : Manish T. Wanjari || Dr. Mahendra P. Dhore

Abstract: Document Image Segmentation subdivides an document image into its constituent regions or objects. The level to which the subdivision is carried out depends on the problem being solved. The wavelet transform provides a compact description of document images and it is very helpful in description of edges and lines that are highly localized. 2-D wavelet decomposition is used for document images........

Keywords: Image Segmentation, Document Image Segmentation, Wavelet Transform, Gabor Filter.

[1] R. C. Gonzalez, R. E. Woods, "Digital Image Processing, Unoversity of Tennessee, MedData interactive, 2005.

[2] S. Mallat, "A compact multiresolution representation: the wavelet model", Proc. IEEE Computer Society Workshop on Computer Vision, IEEE Computer Society Press, Washington, D.C (1987), p.2-7.

[3] E. J. Stollnitz, T. D. Derose, & D. H. Salesin, "Wavelets for Computer Graphics", Morgan Kaufmann Publishers, Inc., San Francisco, CA (1996).
[4] Hans G. Feichtinger, Thomas Strohmer: "Gabor Analysis and Algorithms", Birkhäuser, 1998; ISBN 0-8176-3959-4.

[5] A. R. Rao, G. L. Lohse, "Identifying high level features of texture perception," CVGIP: Graphical Models and Image Proc. 55(3), pp. 5218-5233, 1993

Paper Type : Research Paper
Title : Analysis and Survey on Past, Present and Future Generation in Mobile communication
Country : India
Authors : Shrikant R Tripathi and Sushil Khaparde

Abstract: From past year wireless technology makes enormous growth. Evolution of wireless technology is reached at 7.5G. Wireless technology FG (Future generation) mobile communications will have higher data transmission rates in 6G and. 7G. Wireless technology is continuously one of the hottest areas that are developing at a high speed, with advanced techniques emerging in all the fields of mobile and wireless communications..........


[1]. Young Kyun, Kim; Prasad, Ramjee. 4G Roadmap and Emerging Communication Technologies. Artech House 2006, pp 12-13. ISBN 1- 58053-931-9.
[2]. Jivesh Govil, Jivika Govil, "An Empirical Feasibility Study of 4G's Key Technologies", 978-1-4244-2030-8/08/ 2008 IEEE.
[3]. Afaq H. Khan, Mohammed A. Qadeer, Juned A. Ansari, Sariya Waheed," 4G as a Next Generation Wireless Network International Conference on Future Computer and Communication 2009
[4]. Sarmistha Mondal, Anindita Sinha, Jayati Routh "A Survey on Evolution of Wireless Generations 0G to 7G" International Journal of Advance Research in Science and Engineering- IJARSE, Vol-1, Iss-2

Paper Type : Research Paper
Title : Study of Seed Block Algorithm in Cloud Computing Environment
Country : India
Authors : Ms. Ashwini S. Gharde || Ms. Kamini Ghaormare

Abstract: In cloud computing huge amount of private data stored on a main cloud. There is a need of efficient and effective data recovery techniques. The purpose of recovery technique is to collect information from any back up server when the server fails to provide data to the server. This paper gives the overview of the smart data back up algorithm called seed block algorithm (SBA). The objective of SBA is to recover the files in case of cloud get destroyed or files may be deleted from the cloud.

Keywords - SBA, Data Recovery, Cloud

[1] Yoichiro Ueno, Noriharu Miyaho, Shuichi Suzuki,Muzai Gakuendai,Inzai-shi, Chiba,Kazuo Ichihara, 2010, performance Evaluation of a Disaster Recovery System and Practical Network System Applications," Fifth International Conference on Systems and Networks Communications,pp 256-259.

[2] Chi-won Song, Sungmin Park, Dong-wook Kim, SooyongKang, 2011, "Parity Cloud Service: A Privacy- Protected Personal Data Recovery Service," International Joint Conference of IEEE TrustCom-11/IEEE ICESS- 11/FCST-11. [3] Y.Ueno, N.Miyaho, and S.Suzuki, , 2009, "Disaster Recovery Mechanism using Widely Distributed Networking and Secure Metadata Handling Technology", Proceedings of the 4th edition of the UPGRADE-CN workshop, pp. 45-48.

[4]. Kalyani Bangale, Nivedita Gupta, Swati Singh Parihar, "Remote Data Collection Server : E-Health Care" International Journal of Innovative Research in Computer and Communication Engineering, An ISO 3297: 2007 Certified Organization, Vol. 2, Issue 2, February 2014.

Paper Type : Research Paper
Title : Employing Artificial Intelligence Techniques in Mental Health Diagnostic Expert System
Country : India
Authors : Mrs. Usha P Kosarkar || Mrs. Deepali Bhende

Abstract:The Mental Health Diagnostic Expert System (MeHDES) is proposed to assist the Malaysian psychology industry in diagnosing and treating their mental patients, and also to allow each mental patient to have several options on selecting a treatment plan that fits their budget without jeopardizing their overall health conditions. MeHDES will be using three artificial intelligence (AI) reasoning techniques..........

Keywords: Rule-based reasoning, fuzzy logic, fuzzy-genetic algorithm, expert system.

[1]. D. C. Martin. "The Mental Status Examination- clinical methodsNCBI Bookshelf'. NCBI Bookshelf (Online) Butterworth Publishers. 1990. Date of extraction: June 27, 2011. Available at:
[2]. R. Y. Masri, Dr. H. Mat Jani, and A. Tang. "Implementing fuzzygenetic algorithm in Mental Health Diagnostic Expert System". International Journal of Computer and Network Security, Vol. 1, No.1, pp. 56-61. 2009, October.
[3]. "What is rule-based reasoning" (Word document). Date of extraction: June 27, 2011. Available at: synotix/robbieng/docs/inferenceengine.doc.
[4]. J. Durkin. "Expert systems: design and development". Englewood Cliffs. Macmillan publishing Company. 1994.
[5]. G. F. Luger. "Artificial intelligence: structures and strategies for complex problem solving". Boston. Pearson Education. Inc. 2009.

Paper Type : Research Paper
Title : Image Enhancement Using Transform Domain Based Image Fusion Technique
Country : India
Authors : Mrs. Aparna Joshi || Dr.Vinay Chavan

Abstract: Image enhancement for the better quality of image is required in various image based application. One of the technique to enhance the image is image fusion. It is an effective way for optimum utilization of large volumes of images from multiple sources. It extracts complete information from source images into the result, without introducing any artifacts or inconsistencies..........

Keywords – Image Registration, Image Fusion, Spatial Distortion , Transform Domain

[1] Shaveta Mahajan, Arpinder Singh, "A Comparative Analysis of Different Image Fusion Techniques", IPASJ International Journal of Computer Science (IIJCS), Vol. 2, Issue 1, January 2014.
[2] Prof. Dr. P. K. Srimani, Mrs. Nanditha Prasad, " Analysis and Comparative Study of Image Fusion Techniques for Land Use and Land Cover Classifcation on Anthrasanthe Hobli, Karnataka- Case Study", International Journal of Engineering Research & Technology ( IJERT), Vol. 3, Issue 6, June – 2014.
[3] Y. Siddiqui, "The modified IHS method for fusing satellite imagery," ASPRS 2003 Annual Conference Proceedings, Anchorage, Alaska, 2003.
[4] W.J. Chavez, S.C. Sides, and J.A. Anderson, "Comparison of three different methods to merge multiresolution and multispectral data: TM & Spot Pan," Photogrammetric Engineering & Remote Sensing, 57(3), 295 – 303, 1991.

Paper Type : Research Paper
Title : Comparative Performance Analysis of Task Clustering Methods in Cloud Computing
Country : India
Authors : Dr. Vinay Chavan || Dr. Kishor Dhole || Parag Ravikant Kaveri

Abstract: The Workflow Scheduling directs in the area of workflow management systems. The efficient Scheduling in workflows helps the system to increase cost, which can be evaluation by considering various clustering methods, which is been studied in this paper. A number of parameters are there on the basis of which performance of cost is dependent and is evaluated and compared to find the efficient of workflow scheduling algorithm also. The key consideration in the paper determines the openness of various task clustering methods in cloud environment and based on detail experimentation results are drawn to evaluate the importance of methods suited with scheduling policy.

Keywords – Cloudsim, Clustering, Resource Scheduling , Task Scheduling, WorkflowSim

[1]. Rajkumar Buyyaames BrobergAndrzej Goscinski "Cloud Computing Principles and Paradigms" wiley publication 2011 by John Wiley & Sons.
Journal Papers:
[2]. Santhosh B, Raghavendra Naik, Balkrishna Yende, Dr D.H Manjaiah, "Comparative Study of Scheduling and Service Broker Algorithms in Cloud Computing, International Journal of Innovative Research in Computer and Communication Engineering (An ISO 3297: 2007 Certified Organization) Vol.2, Special Issue 5, October 2014 ISSN(Online): 2320-9801
[3]. Komal Sood, "Comparative Study of Scheduling Mechanisms In Cloud Computing", IOSR Journal of Engineering (IOSRJEN), Vol. 04, Issue 05 (May. 2014), ||V7|| PP 30-33, ISSN (e): 2250-3021, ISSN (p): 2278-8719
[4]. Weiwei Chen, Rafael Ferreira da Silva, Ewa Deelman, Rizos Sakellariou, "Balanced Task Clustering in Scientific Workflows"

Paper Type : Research Paper
Title : Computer Technology and Human Language Communication
Country : India
Authors : Dr. Mamta Muthal

Abstract: Mam Your have to add abstract for paper.

Keywords: Computer Language, Linguistics, Computational Linguistics, Natural Language Processing

[1] Mallory McKee, Cody Nelson, History of Artificial Intelligence, Alicia Washington, 2012.

Paper Type : Research Paper
Title : Study of various Improved Apriori Algorithms
Country : India
Authors : Deepali Bhende || Usha kosarker || Mnisha Gedam

Abstract: The Apriori algorithm is a popular and a classical algorithm in data mining. The main idea of this approach is to find a useful pattern in various sets of data. The algorithm suffers from many drawbacks. This paper deals with the apriori algorithm, and various techniques that were proposed to improve the apriori algorithm. The paper discusses about various approaches use to overcome the drawback of the apriori algorithm as to improve its efficiency.

Keywords - Ariori algorithm ,frequent pattern, association rule mining.

[1] Ms. Rina Raval, Prof. Indr Jeet Rajput , Prof. Vinitkumar Gupta, "Survey on several improved Apriori algorithms", IOSR Journal of Computer Engineering (IOSR-JCE), Volume 9, Issue 4 (Mar. - Apr. 2013), PP 57-61
[2] Reeti Trikha, Jasmeet Singh, "improving the efficiency of apriori algorithm by adding new parameters", International Journal for Multi Disciplinary Engineering and Business Management, Volume-2, Issue-2, June-2014
[3] Mohammed Al-Maolegi, Bassam Arkok, "An improved apriori algorithm for association rules", International Journal on Natural Language Computing (IJNLC) Vol. 3, No.1, February 2014
[4] Arti Rathod, Mr. Ajaysingh Dhabariya, Chintan Thacker, "A Survey on Association Rule Mining for Market Basket Analysis and Apriori Algorithm", International Journal of Research in Advent Technology, Vol.2, No.3, March 2014

Paper Type : Research Paper
Title : Survey on Data Security and Integrity Issues in Cloud Computing
Country : India
Authors : Sudhir Juare

Abstract: Cloud Computing is scalable, fast, flexible, and cost effective technology platform for IT enabled services over the internet. There are various advantages of cloud computing but ultimately cloud service users have to put their data over the cloud i.e., third party servers which are not directly controlled by the data owner. But security and integrity of data is the major concern in cloud computing. So in this paper focuses on various issues regarding data security and integrity such as How cloud provides authentication and integrity over user's data?, How data stored over cloud storage servers will be protected from attackers? And many more such issue.

Keywords - Cloud Computing, Iaas, PaaS, SaaS, Secaas

[1]. "A Survey of Cloud Computing Security,Challenges and threats",International Journal On Compuetr Science and Engineering(IJCSE) ISSN: 0975-3397 Vol.3 No.3 March2011.
[2]. XIAO and XIAO: Security and Privacy in Cloud Computing IEEE Communications Surveys & tutorials,1553-877X/12/$31.00 c2 012 IEEE [3].Security and Privacy policies of om/trust/privacy/tools/.
[3]. Cubrilovic N,"Letting Data die a natural death", International Journal of electronic Government Research 2009Securing Your Data In Cloud-
[4]. G. Ateniese, R. D. Pietro, L. V. Mancini, and G. Tsudik, "Scalable and efficient provable data possession," SecureComm, 2008
[5]. "Cloud Computing Security Issues and Challenges" Kuyoro S. O.,

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