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Analysis of security algorithms in cloud computing

Analysis of security algorithms in cloud computing

引用

international conference on computing for Sustainable Global Development (INDIACom)

作者： Tanvi Agrawal S. K. Singh Amity University Lucknow INDIA

ISBN: (纸本)9781467394178

Cloud computing is a collection of distributed services, application, information and infrastructure. Cloud computing may be defined as the set of services that provide infrastructure resources using internet and data storage on a third server. It is one of the latest developments in IT industry. It provides its user scalability, reliability, high performance and low cost solution as compared to the other infrastructure. In this paper I am going to review algorithms of cloud computing security.

关键词： Handheld computers Decision support systems

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Mining Crowdsourcing Photos for Recognizing Landmark Areas 10

Mining Crowdsourcing Photos for Recognizing Landmark Areas

引用

10th international conference on Innovative Mobile and internet Services in Ubiquitous computing (IMIS)

作者： Liu, Yi-Hau Lin, Shian-Hua Lai, Chun-Ku Huang, Chun-Che Lu, Cheng-Yu Natl Chi Nan Univ Dept Comp Sci & Info Engn 1 Univ Rd Puli 545 Nantou County Taiwan Natl Chi Nan Univ Dept Info Management 1 Univ Rd Puli 545 Nantou County Taiwan PIXNET Media ~! Inc 3FSec 2Mingsheng E Rd Taipei 104 Taiwan

ISBN: (纸本)9781509009848

To solve the problem of automatically drawing landmark areas for nice vista points, in this paper, photos metadata of popular urban landmarks or natural landscapes are collected and extracted from Flickr and Google Map. The Landmark Area Recognition System (LARS) is proposed to efficiently recognize astonishing regions of landmarks for exploring nice visiting and photographic POIs (Point of Interests) of these landmarks. Based on crowdsourcing photos and tags obtained from social networks, LARS implements LBSE (Location-Based Search Engine) for searching near objects efficiently. Next, DBCGM (Density-Based Clustering with Greedy Method) is proposed to cluster the landmark photos into regions. Based on crowdsourcing verifications on the photo-landmark relevance, the data set for experiments were collected for experimental evaluations. The result shows that DBCGM outperforms other density-based clustering methods. Finally, LARS employs the Concave Hull algorithm to draw the landmark area on Google Map as the demonstration of LARS applications.

关键词： Social network spatial data mining density-based clustering region discovery crowdsourcing

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Software Technologies: Applications and Foundations, STAF 2016 Collocated Workshops: 5th international Symposium on Data to Models and Back, DataMod 2016, 7th international Workshop on Graph Computation Models, GCM 2016, 3rd international Workshop on Human-Oriented Formal Methods, HOFM 2016, 2nd international Workshop on Model-Driven Engineering, Logic and Optimization, MELO 2016, 3rd international Workshop on Software Engineering Methods in Spreadsheets, SEMS 2016 and 1st international Workshop on Formal to Practical Software Verification and Composition, VeryComp 2016

Software Technologies: Applications and Foundations, STAF 20...

引用

Software Technologies: Applications and Foundations, STAF 2016 Collocated Workshops: 5th international Symposium on Data to Models and Back, DataMod 2016, 7th international Workshop on Graph Computation Models, GCM 2016, 3rd international Workshop on Human-Oriented Formal Methods, HOFM 2016, 2nd international Workshop on Model-Driven Engineering, Logic and Optimization, MELO 2016, 3rd international Workshop on Software Engineering Methods in Spreadsheets, SEMS 2016 and 1st international Workshop on Formal to Practical Software Verification and Composition, VeryComp 2016

ISBN: (纸本)9783319502298

The proceedings contain 36 papers. The special focus in this conference is on DataMod, GCM, HOFM, MELO, SEMS and VeryComp. The topics include: Separating topological noise from features using persistent entropy;an accelerated MapReduce-based K-prototypes for big data;refinement mining;using data to sift plausible models;towards platform independent database modelling in enterprise systems;a personal data model for musical preferences;a high-level model checking language with compile-time pruning of local variables;probabilistic modelling of station locations in bicycle-sharing systems;on the definition of parallel independence in the algebraic approaches to graph transformation;SPO-rewriting of constrained partial algebras;attributed graph transformation via rule schemata;church-Rosser theorem;visual notation and patterns for abstract state machines;Spatio-temporal models for formal analysis and property-based testing;model-based generation of natural language specifications;formal model-based development in industrial automation with reactive blocks;towards model-based optimisation;using domain knowledge explicitly;context-aware design of reflective middleware in the internet of everything and pure edge computing platform for the future internet.

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Reliable Coordination Patterns in Cyber-Physical-Social Systems 3

Reliable Coordination Patterns in Cyber-Physical-Social Syst...

引用

3rd international conference on Data and Software Engineering (ICoDSE)

作者： Candra, Muhammad Z. C. Truong, Hong-Linh Inst Teknologi Bandung Knowledge & Software Engn Grp Bandung Indonesia TU Wien Distributed Syst Grp Vienna Austria

ISBN: (纸本)9781509056712

Human's computation power can be harnessed using the so-called Cyber-Physical-Social System (CPSS), which contains a mix of human-based and machine-based compute units. The inherent problem of human-based computation is its exposure to inevitable human errors;hence, it is not trivial to obtain a reliable CPSS. In contrast, many works for obtaining reliable machine-based system have been carried out for decades. In this paper, we employ the concept of reliability in CPSSs, and exemplify the concept in the context of data analytic scenarios. We present typical coordination patterns of such CPSSs, and study the reliability of different patterns using our existing reliability analysis framework. We experiment with several different coordination patterns of machine-based and human-based compute units in data analytic scenarios and study how certain patterns may potentially increase the reliability of the CPSS.

关键词： CPSS human-based computing reliability

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A security scheme to minimize information loss during big data transmission over the internet 3

A security scheme to minimize information loss during big da...

引用

3rd international conference on Computer and Information Sciences, ICCOINS 2016

作者： Bhattacharjee, Shiladitya Rahim, Lukman Bin A. Aziz, Izzatdin B. A. Department of Computer and Information Science Universiti Teknologi PETRONAS Bandar Seri Iskandar Malaysia

ISBN: (纸本)9781509051342

During big data transmission, information loss occurs due to distinct single or multiple bits discrete or continuous transportation errors. The other causes are extra overhead and delays, triggered by diverse highly complex security policies, and illicit interferences. However, the present literature does not suggest any adequate security technique to handle these situations individually or in combination. Hence, this current research proposes a technique, which includes a unique pattern generation technique to protect information from distinct security attacks and a distinctive error control technique to control transmission error. A new pattern table has been introduced in this pattern generation and any number of discrete or continuous error bits can be handled by this unique error control technique. Moreover, this combination offers a backup for accidental Information loss. The performances of proposed technique to protect data have been verified by calculating Percentage of Information Loss, error control abilities have been verified by computing Signal to Noise Ratio and Uncorrectable Error Rate. The time efficiency offered by the proposed can be justified by calculating Throughput. © 2016 IEEE.

关键词： Errors

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Instance type selection in proactive horizontal auto-scaling 8

Instance type selection in proactive horizontal auto-scaling

引用

8th IEEE international conference on Cloud computing technology and Science, CloudCom 2016

作者： Morais, Fabio Jorge Almeida Lopes, Raquel Brasileiro, Francisco Universidade Federal de Campina Grande Distributed System Laboratory Campina Grande PB Brazil

ISBN: (纸本)9781509014453

Horizontally scalable applications can potentially run very efficiently over IaaS environments. For that, application providers need to appropriately plan the resource capacity that is to be acquired from the cloud providers, such that, at any point in time, they allocate the smallest infrastructure that is needed to provide the required quality of service for their applications. Since the workload of these applications typically vary widely over time, proactive auto-scaling of the infrastructure is a must. In this paper, we study the impact that an efficient instance type selection based on demands of multidimensional resources has on the performance of proactive auto-scaling. This issue has been mostly overlooked in the related literature. Our results show that suitable selection of the most cost-effective instance type yields a potential cost saving of as much as 50% when compared to the case where the auto-scaling mechanism is oblivious to the instance type selection. We also show evidences that a large portion of applications can benefit of this selection. Finally, we propose a simple selection mechanism that can lead to reasonable cost savings at the expenses of a small number of SLO violations. © 2016 IEEE.

关键词： Quality of service

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Three Phase Security System for Vehicles Using Face Recognition on distributed Systems 3rd

Three Phase Security System for Vehicles Using Face Recognit...

引用

3rd international conference on Information System Design and Intelligent Applications (INDIA)

作者： Rajeshwari, J. Karibasappa, K. Gopalakrishna, M. T. Dayananda Sagar Coll Engn Bangalore Karnataka India Oxford Coll Engn Bangalore Karnataka India KS Sch Engn & Management Bangalore Karnataka India

ISBN: (纸本)9788132227571;9788132227564

There is a continuing problem of automobile theft which is a greater challenge that needs to be solved. Traditional security system needs many sensors and it is costlier. Modern security system needs to be implemented which uses biometric verification technology in the vehicles. In the proposed method the GSM controlled by the Renesas Microcontroller is used to find the location of the vehicle. The vehicle ignition will on only when the person accessing the vehicle authorises with the three phase security system. An SMS alert is sent to the authorised person if an unauthorised person accesses the vehicle who fails in the three phase security system. In this paper, Haar features are used to detect the face and Adaboost classifier is used to combine all weak classifiers into strong classifiers for deciding whether the captured image from the video is face or not. Principal Component Analysis method is used to recognize the detected face in the video. The proposed system provides an inexpensive security system for the automobiles using Face Detection and Recognition technology. This is an efficient method to authenticate the person in the vehicle security system.

关键词： Face detection Face recognition GSM Renesas microcontroller

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Logistics Vehicle Travel Preference of Interest Points Based on Speed and Accessory State 9th

Logistics Vehicle Travel Preference of Interest Points Based...

引用

9th international conference on internet and distributed computing Systems (IDCS)

作者： Xiong, Shengwu Kuang, Li Duan, Pengfei Shi, Wei Wuhan Univ Technol Sch Comp Sci & Technol Wuhan Peoples R China Hubei Key Lab Transportat Internet Things Wuhan Peoples R China

ISBN: (纸本)9783319459394;9783319459400

In a crowded city, directions and speed of vehicles are usually changed arbitrarily. Analyzing travel preferences of vehicle has become a focus of research as it helps to classify region of interest in city and can be used in personalized recommendation and many other areas of application. In this paper, a travel identification method based on vehicle speed and Accessory (ACC) State is proposed. Continuously classifying and merging the trajectory points in GPS data stream, the travel activities of vehicle is extracted. It can provide a basis of data for the research on hot spots and support the research and application of vehicle trajectory data mining in areas of intelligent transportation and logistics.

关键词： Vehicle speed ACC state Travel identification Hot spots Logistics vehicle

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Load balancing in cloud computing using a local search technique-Tabu Search 3rd

Load balancing in cloud computing using a local search techn...

引用

3rd international conference on Foundations and Frontiers in Computer, Communication and Electrical Engineering (C2E2)

作者： Mondal, Brototi Das, Madhuchanda Mukherjee, Chayanti Das, Oishika Supreme Knowledge Fdn Grp Inst Hooghly W Bengal India

ISBN: (纸本)9781315657912;9781138028777

Cloud computing offers distributed, virtualized, and elastic resources as utilities to end users, which has the potential to support full realization of "computing as a utility" in the near future. Cloud computing uses Virtual Machine (VM) instead of physical machine to host, store, and interconnect the different components. Load balancing is being used to assign massive amount of requests to different VMs in such a way that none of the nodes can get loaded heavily or lightly. Thus, it can be considered as an optimization problem. In this paper, a load balancing strategy based on Tabu Search has been proposed which balances the load of the cloud infrastructure. The proposed algorithm is tested and evaluated on universal datasets using an existing simulator known as CloudAnalyst. The overall performance of the proposed algorithm is compared with the existing approaches like First Come First Serve (FCFS), Round Robing (RR), and a local search algorithm i.e. Stochastic Hill Climbing (SHC).

关键词： Tabu search

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An improved approach of cloud service brokerage model in multi-cloud environment 3rd

An improved approach of cloud service brokerage model in mul...

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3rd international conference on Foundations and Frontiers in Computer, Communication and Electrical Engineering (C2E2)

作者： Bhabani, Bidisha Supreme Knowledge Fdn Grp Inst Comp Sci Engn Dept Hooghly W Bengal India

ISBN: (纸本)9781315657912;9781138028777

Cloud computing has emerged as one of the most promising and challenging technologies at present. Cloud Service Broker (CSB) creates a governed and secure cloud management platform to simplify the delivery of complex cloud services to cloud service customers. They enable customers to realize the full potential that cloud provider has to offer. CSB leads to creation of a system of highly distributed, task-oriented, modular, and collaborative cloud services managed by a broker. In order to effectively manage the complexity inherent in such systems, enterprises are anticipated to crucially depend upon CSB mechanisms. Here in this paper, an improved approach is proposed that serves secure brokerage in multi-cloud environment.

关键词： CSB manage complexity Cloud computing Complexity broker CLOUDS Clouds full potential Purchasing customers Secure Environments Legal Services

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