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检索条件"任意字段=Proceedings - 3rd International Conference on Distributed Computing Systems."

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Regression algorithms for efficient detection and prediction of DDoS attacks 3

Regression algorithms for efficient detection and prediction...

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3rd international conference on Applied and Theoretical computing and Communication Technology (iCATccT)

作者： Dayanandam, Gudipudi. Reddy, E. Srinivasa Babu, Dasari. Bujji ANUCET Dept CSE Guntur India ANUCET Guntur India QISCET Dept MCA Ongole India

ISBN: (纸本)9781538611449

In the ICT era the need of depth investigation and analysis is required on network traffic. The analysis should focus on detecting DDoS attacks. In the 21st century the use of communication or transactions arc completely doing through online, the political activists, and international cyber terrorists are choosing the DDoS attacks as a powerful weapon for their illegal an un ethical activities. It is impossible to the human being to identify all these unethical activities, hence the need of machine based algorithms are required. In this paper we used GLM, GBM, NN, RF regression algorithms for detection and prediction of DDoS attacks, and also proved that by using regression algorithms we observed more accurate result than using KNN SVM algorithm.

关键词： distributed Denial of Service (DDoS) Machine learning smurf attacks Random Forest (RE) Neural Networks (NN) Generalized Linear Models (GLM) and Stochastic Gradient Boosting (GBM)

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Enhanced Load Balancing Strategy with Migration Cost on Heterogeneous distributed systems

Enhanced Load Balancing Strategy with Migration Cost on Hete...

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international conference on Contemporary computing and Informatics (IC3I)

作者： Mahfooz Alam Raza Abbas Haidri Mohammad Shahid Department of Computer Science Al-Barkaat College of Graduate Studies Aligarh India School of Computing Science & Engineering Galgotias University Greater Noida India Department of Commerce Aligarh Muslim University Aligarh India

ISBN: (数字)9781538668948

ISBN: (纸本)9781538668955

Heterogeneous distributed systems.(HDS) provides service to users executed on a set of geographically heterogeneous distributed resources with dynamic nature. In HDS, load balancing approaches has a vital role in tasks allocation for avoiding resources overloaded or underloaded. Over the past decades, these approaches have been developed to improve objective parameters. The mapping problem of independent Batch of Tasks (BoT) on computational machines with heterogeneities to optimize various quality of service (QoS) in distributed system has been proven as NP-complete. In this paper, we propose an Enhanced Load Balancing Strategy with Migration cost (ELBSM) to optimize load imbalance on nodes in the system. We evaluate our work through comparative performance evaluation using randomly generated batch of tasks by using MATLAB 8.5.0. Experimental study suggests that the proposed work prevails over existing strategies in terms of considered parameters under study.

关键词： Task analysis Load management Resource management FCC Dynamic scheduling System performance Bandwidth

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An information divergence based approach to detect flooding DDoS attacks and Flash Crowds 3

An information divergence based approach to detect flooding ...

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3rd international conference on Applied and Theoretical computing and Communication Technology (iCATccT)

作者： Kaur, Gursharanjeet Behal, Sunny Shifali SBS State Technical Campus Ferozepur Punjab India Ferozepur College of Engineering and Technology Ferozepur Punjab India

ISBN: (纸本)9781538611449

distributed Denial of Service (DDoS) attacks poses a severe threat to widely used Internet-based services and applications. Currently, during in the technology era, the internet is the only real exigent that delivers a glut of services like businesses, banking, communication, education, e-commerce, etc. distributed Denial of Service attack aims to deny access by legitimate users to shared services or resources. Because of the vulnerability of the initial style of the web, attackers can merely mimic the patterns of legitimate network traffic. The prevailing fingerprint or feature-based methods are not appropriate to detect a recent DDoS attack. In this paper our goal is to detect a DDoS attack as well as Flash Crowd using various information distance measures such as Kullbeck-Leibler, Hellinger and Manhattan distance to measure the flow similarity among the traffic. Further the detection parameters such as Detection Rate, Classification Rate, Precision Rate and False Positive Rate is computed and shows that the Kullbeck-Leibler detection metric effectively detects the attack as compared to the other two.

关键词： DDoS attack Flash crowd distance measurement Flow similarity

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distributed Transmit Power Control for Beacons in VANET 3

Distributed Transmit Power Control for Beacons in VANET

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6th international conference on Smart Cities and Green ICT systems.(SMARTGREENS) / 3rd international conference on Vehicle Technology and Intelligent Transport systems.(VEHITS)

作者： Goudarzi, Forough Al-Raweshidy, Hamed S. Brunel Univ Dept Elect Engn London England

ISBN: (纸本)9789897582424

In vehicle to vehicle communication, every vehicle broadcasts its status information periodically in its beacons to create awareness for surrounding vehicles. However, when the wireless channel is congested due to beaconing activity, many beacons are lost due to packet collision. This paper presents a distributed congestion control algorithm to adapt beacons transmit power. The algorithm is based on game theory, for which the existence of the Nash Equilibrium (NE) is proven and the uniqueness of the NE and stability of the algorithm is verified using simulation. The proposed algorithm is then compared with other congestion control mechanisms using simulation. The results of the simulations indicate that the proposed algorithm performs better than the others in terms of fairness, bandwidth usage, and the ability to meet the application requirements.

关键词： Beacon Power Control Congestion Control Game Theory VANET

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Requirement Analysis of IoT Security in distributed systems 3

Requirement Analysis of IoT Security in Distributed Systems

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3rd IEEE international conference on Electro-Technology for National Development (NIGERCON)

作者： Mbanaso, U. M. Chukwudebe, G. A. Nasarawa Univ Ctr Cyberspace Studies Keffi Nasarawa State Nigeria Fed Univ Technol Owerri Dept Elect & Elect Engn Owerri Nigeria

ISBN: (纸本)9781509064229

This paper presents Requirement Analysis of ToT Security in distributed systems. particularly looking at trust, confidentiality and privacy issues. The novelty of ToT is its ability to perform automated tasks in a way that was never envisaged. However, security and safety issues have been identified as key barriers, especially in distributed environments, whereby IoTs from different autonomous security domains may have to collaborate to solve business problems. This is not a surprise;as a disruptive technology, IoT come with inherent vulnerability and threats like most other computing structures. Trust, confidentiality and privacy are critically main security issues that must be addressed along the line of cloud computing and connectivity. Arguably, providing end-to-end security i.e. confidentiality, integrity and availability (CIA) cannot completely be built into IoT architecture by default as diverse use cases (or scenarios) may require different security configurations. Conversely, beside integrity and availability, trust, confidentiality and privacy may form one such layer of IoT security architecture that should be configurable at the point of deployment. We provide a novel requirement specification for addressing trust, confidentiality and privacy concerns simultaneously, after security requirements analysis. The requirements among others prescribe the need for negotiated release of provable attributes and resources, especially when devices have the Capabilities and Requirements to share data as well as collaborate in solving business problems.

关键词： Internet of Things security trust confidentiality privacy cyberspace and Internet cybersecurity

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Security Against Morphed Speech based on Speaker Verification system 3

Security Against Morphed Speech based on Speaker Verificatio...

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3rd international conference on Applied and Theoretical computing and Communication Technology (iCATccT)

作者： Tahilramani, Nikunj Bhatt, Ninad ECC Dept. Silver Oak Collage of Engineering & Technology Ahmedabad India ECC dept. C. K. Pithawala College of Engineering Surat Gujarat India

ISBN: (纸本)9781538611449

Speaker Verification systems.needs to be robust over Morphed or Converted voice. There is possibility of Spoofing attack so to prevent that kind of attack and make surety of the system is big challenge. The main goal of the proposed system is to correctly identify the speaker and preventing the system from the morphing attack to ensure the authenticity, by using security. Morphing is performed by Pitch Synchronous Overlap and Add (PSOLA) method and Verification is performed by Correlation method, in that feature extraction is performed by MFCC and LPC method. Watermarking is performed with the blind detection and DM-QIM is used for watermarking process. In order to evaluate the overall performance of implemented algorithm, Identification rate, ABX test, and WSR are used.

关键词： SRS ITC MFCC DTW PSOLA DM-QM ABX

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Scalable distributed-computing iot applied architecture with semantic interoperable gateway 17

Scalable distributed-computing iot applied architecture with...

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3rd Africa and Middle East conference on Software Engineering, AMECSE 2017

作者： Seif, Abdalla Attia El-Saber, Nissreen Zagazig University Zagazig Egypt

ISBN: (纸本)9781450355124

Interoperability and enormous data processing remain significant challenges for Internet of Things' systems. High heterogeneity in protocols, Vendors, data formats and worldwide acceptable standards' scarcity increase Interoperability Challenge. Depending on a centralized cloud server for data processing increased data latency and turn brokered systems.into a bottleneck. In this paper, we proposed generic IoT applied architecture based on scalable distributed computing model from sensor node passing by IoT gateway to Cloud Server to minimize data latency and mitigate data processing burden on a centralized server. Our architecture is also based on an interoperable gateway using semantic web technologies to provide Interoperability among heterogeneous IoT devices. © 2017 Association for computing Machinery.

关键词： Interoperability

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Perspective platforms for BOINC distributed computing network 3

Perspective platforms for BOINC distributed computing networ...

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3rd international conference BOINC-Based High Performance computing: Fundamental Research and Development, BOINC:FAST 2017

作者： Koshura, Vitalii Lohika Odessa Ukraine

This paper describes perspective platforms that can be used by BOINC for distributed computing: mobile devices (Android, iOS, Windows Phone) and video game consoles (Sony PlayStation, Microsoft Xbox and Nintendo Wii/Switch). For now, BOINC supports Android devices only. During this research, I've found that iOS is not suitable for our purposes because of platform limitations and Windows Phone is not suitable too because of low market share. Video game consoles are more suitable for our purposes. Sony PlayStation, Microsoft Xbox and Nintendo Wii/Switch a good enough to be supported by BOINC distributed computing network. Copyright © by the paper's authors. Copying permitted for private and academic purposes.

关键词： distributed computer systems

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A comparative study on load-balancing algorithms/or cloud environments 3

A comparative study on load-balancing algorithms/or cloud en...

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3rd international conference on Applied and Theoretical computing and Communication Technology, iCATccT 2017

作者： Pushpa, R. Siddappa, M. Sri Siddhartha Academy of Higher Education Tumakuru India Dept. of CSandE SSIT Tumakuru India

ISBN: (纸本)9781538611449

Today, demand of distributed computing technique has grown drastically where cloud computing also has gain considerable attention from researchers and industries for various applications. Cloud computing is provided by cloud service provides where various virtual machines are deployed to accomplish the assigned task. During cloud deployment, cloud service providers aim on the energy cost reduction, load-balancing and efficiently accomplishment of the task. Several researches have been carried out to improve the performance of cloud computing but still there are various issues are unaddressed such as load-balancing, resource allocation, VM migration and energy efficient task scheduling etc. In this article, we have reviewed recent techniques of load-balancing, and resource allocation and discussed about their advantages and drawbacks. A future work plan is also focused for energy efficient load balancing techniques by which performance of cloud computing is enhanced. © 2017 IEEE.

关键词： Resource allocation

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proceedings - 2017 IEEE 3rd international conference on Collaboration and Internet computing, CIC 2017

Proceedings - 2017 IEEE 3rd International Conference on Coll...

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3rd IEEE international conference on Collaboration and Internet computing, CIC 2017

ISBN: (纸本)9781538625651

The proceedings contain 53 papers. The topics discussed include: sentiment identification for collaborative, geographically dispersed, cross-functional software development teams;WebNSM: a novel scalable WebRTC signaling mechanism for many-to-many video conferencing;concurrent command and consistency management for distributed compound document authoring;model selection based on kalman temporal differences learning;extracting linked data from HTML tables;source identification for printed documents;when do changes induce software vulnerabilities?;VAPTAi: a threat model for vulnerability assessment and penetration testing of android and iOS mobile banking apps;and detecting android malwares by mining statically registered broadcast receivers.

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