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Combining Heuristics to Optimize and Scale the Placement of IoT Applications in the Fog 11

Combining Heuristics to Optimize and Scale the Placement of ...

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11th IEEE/ACM international conference on Utility and Cloud computing (UCC-Companion) / 5th IEEE/ACM international conference on Big Data computing, Applications and Technologies (BDCAT)

作者： Xia, Ye Etchevers, Xavier Letondeur, Loic Lebre, Adrien Coupaye, thierry Desprez, Frederic Orange Labs Meylan France INRIA IMT Atlantique LS2N Nantes France UGA INRIA CNRS LIG Grenoble France

ISBN: (纸本)9781538655047

As fog computing brings processing and storage resources to the edge of the network, there is an increasing need of automated placement (i.e., host selection) to deploy distributed applications. Such a placement must conform to applications' resource requirements in a heterogeneous fog infrastructure, and deal with the complexity brought by Internet of things (IoT) applications tied to sensors and actuators. this paper presents four heuristics to address the problem of placing distributed IoT applications in the fog. By combining proposed heuristics, our approach is able to deal with large scale problems, and to efficiently make placement decisions fitting the objective: minimizing placed applications' average response time. the proposed approach is validated through comparative simulation of different heuristic combinations with varying sizes of infrastructures and applications.

关键词： placement heuristics fog computing IoT

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Network Emulation as a Service (NEaaS): Towards a Cloud-Based Network Emulation Platform 11th

Network Emulation as a Service (NEaaS): Towards a Cloud-Base...

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11th EAI international conference on Simulation Tools and Techniques, SIMUTools 2019

作者： Lai, Junyu Tian, Jiaqi Jiang, Dingde Sun, Jiaming Zhang, Ke School of Aeronautics and Astronautics University of Electronic Science and Technologies of China Xiyuan Ave no. 2006 Chengdu China Science and Technology on Communication Networks Laboratory Shijiazhuang China

ISBN: (纸本)9783030322151

Network emulation is an essential method to test network architecture, protocol and application software during a network’s entire life-cycle. Compared with simulation and test-bed methods, network emulation possesses the advantages of accuracy and cost-efficiency. However, legacy network emulators are typically restricted in scalability, agility, and extensibility, which builds barriers to prevent them from being widely used. In this paper, we introduce the currently prevalent cloud computing and related technologies including resource virtualization, NFV (network functional virtualization), SDN (software-defined networking), traffic control and flow steering to the network emulation domain. We design and implement an innovative cloud-based network emulation platform, aiming at providing users Network Emulation as a Service (NEaaS), which can be conveniently deployed on both public and private clouds. We carried out performance evaluation and discussion on this platform. It turns out, the platform can significantly outperform most legacy network emulators regarding to the scalability, agility, and extensibility, with much lower emulation costs. © ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2019.

关键词： Software defined networking

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Performance of 802.11P in VANET at 5G Frequencies for Different Channel Models

Performance of 802.11P in VANET at 5G Frequencies for Differ...

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international conference and Workshop on computing and Communication (IEMCON)

作者： Harsha Puttagunta Dharma P. Agrawal Center for Distributed and Mobile Computing University of Cincinnati Cincinnati USA

ISBN: (数字)9781728184166

ISBN: (纸本)9781728184173

A combination of 5G and VANET will result in an intelligent transportation system. Relaying of 5G data from the cellular network to highly underutilized VANET could reduce the load on the mobile network. Dedicated short-range communication is based on 802.11p which is already widely available. Keeping in mind the future, VANET should support the 5G environment to be widely utilized. We have analyzed the 802.11P protocol at mmWave frequency range which is expected to provide better connectivity in dense urban regions with Rayleigh and Lee Microcell channel models. We have simulated the throughput of the Rayleigh and Lee Microcell using EstiNet simulator and compared their performance in urban dense regions that have better conditions like slow-moving and densely packed vehicle traffic. the urban environment gives us the added benefit of better performance in V2X, V2V network as compared to fast-moving, sparsely populated highway traffic. If VANET made capable of relaying 5G, each car could act as a mobile cell tower in a downtown area.

关键词： 5G mobile communication Urban areas Vehicular ad hoc networks Microcell networks throughput Channel models Vehicle-to-everything

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A Pervasive Community Detection Method through Modular Decomposition of Markov Chain for Social Media Analysis

A Pervasive Community Detection Method Through Modular Decom...

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international Symposium on Soft computing and Intelligent Systems (SCIS)

作者： Takeshi Matsui Antonio O. N. Rene Faculty of Social and Information Studies Gunma University Maebashi Japan Faculty of Engineering Toyama Prefectural University Imizu Japan

ISBN: (数字)9781728197326

ISBN: (纸本)9781728197333

In a network structure, a subset with a dense link is called a community. Many networks in the real world are composed of loosely linked multiple communities. Individual communities are compatible with a functional unit constituting a complex system represented by the network. therefore, if the community structure of the network is clarified, it can be seen how the entire complex system is composed of individual functional units. Clarifying the community structure is a fundamental and essential task for understanding complex systems expressed in networks. Many researchers have been studying to detect communities from networks effectively and efficiently. Meanwhile, the connection density of water pipes affects the failure rate. therefore, the connection of water pipes is regarded as a network, it is possible to estimate the trouble spot through an application of community detection. Clarifying a community of members is to demonstrate a link between members. However, autonomously formed communities in the real world have a ubiquitous (pervasive) structure. If a community has a ubiquitous structure, it implies pervasive overlapping between communities. though studies on the community detection method (modularity maximization and infomap method divide communities into the partition that do not overlap with each other. It follows that each member belongs to only one community. Under these circumstances, in this research, we propose a new community detection method through the modular decomposition of Markov chain method for social network activity.

关键词： Social networking (online) Markov processes Sociology Physics Graph theory Data visualization Data mining

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On a class of distributed storage systems with prioritized data sources 3

On a class of distributed storage systems with prioritized d...

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3rd international conference on Computer Science and Artificial Intelligence, CSAI 2019 and its Workshop - the 11th international conference on Information and Multimedia Technology, ICIMT 2019

作者： Li, Congduan Sun Yat-sen University Guangdong China

ISBN: (纸本)9781450376273

the rate regions and sufficiency of simple linear codes for a class of distributed storage systems with prioritized data sources are investigated in this paper. the exact repair problem is considered. Different from conventional setups, the scenario considered in this paper has prioritized data sources, where the hot data has higher priority than cold data in the decoding process. It is assumed that a user demanding cold data demands hot data as well. Instead of using same capacity for all storage nodes, the rate regions of interest are all feasible different storage sizes versus different tuples of source entropies, with assumption of sufficient large repair bandwidth. Both symmetric and asymmetric repairs are discussed in the paper. Linear network codes over some finite field are said to be sufficient for such a distributed storage system if and only if for every point in the rate region, there exists a code over that finite field to achieve it. As a multi-source multi-sink network coding problem, the rate regions are obtained from computer-aided approaches via bounding the region of entropic vectors. Experimental results on the rate regions of hundreds of non-isomorphic distributed storage systems are presented for demonstration. In addition, it is shown that binary linear codes suffice for most of them. © 2019 Association for computing Machinery.

关键词： Repair

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11th international Symposium on Cyberspace Safety and Security, CSS 2019

11th International Symposium on Cyberspace Safety and Securi...

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11th international Symposium on Cyberspace Safety and Security, CSS 2019

ISBN: (纸本)9783030373368

the proceedings contain 101 papers. the special focus in this conference is on Cyberspace Safety and Security. the topics include: A new algorithm for retrieving diffuse attenuation coefficient based on big LiDAR bathymetry data;shuffle dense networks for biometric authentication;an efficient attribute based encryption scheme in smart grid;attribute-based signatures for inner-product predicate from lattices;efficient and secure three-factor user authentication and key agreement using chaotic maps;achieving data security, access control and authentication of controllers in hierarchical software defined networking with attribute based encryption;ECC2: Error correcting code and elliptic curve based cryptosystem;a new provably secure identity-based multi-proxy signature scheme;a differentially private trajectory publishing mechanism based on stay points;an intrusion detection method based on hierarchical feature learning and its application;data privacy protection in medical alliance chain based on K-anonymity;IMES: An automatically scalable invisible membrane image encryption for privacy protection on IoT sensors;privacy-awareness fair contract signing protocol based on blockchain;efficient privacy protection authentication scheme in vehicle Ad Hoc networks;cooperative privacy preservation for internet of vehicles with mobile edge computing;deT: Defending against adversarial examples via decreasing transferability;ADS-B data attack detection based on generative adversarial networks;stealthy and sparse false data injection attacks based on machine learning;automated detection system for adversarial examples with high-frequency noises sieve;an improvement of the degradation of speaker recognition in continuous cold speech for home assistant;spoofing attack detection for radar network system state estimation;Evading PDF malware classifiers with generative adversarial network.

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Basic Principles of Osmotic computing: Secure and Dependable MicroElements (MELs) Orchestration Leveraging Blockchain Facilities 11

Basic Principles of Osmotic Computing: Secure and Dependable...

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11th IEEE/ACM international conference on Utility and Cloud computing (UCC-Companion) / 5th IEEE/ACM international conference on Big Data computing, Applications and Technologies (BDCAT)

作者： Buzachis, Alina Villari, Massimo Univ Messina Dept Math & Comp Sci Phys & Earth Sci Viale F Stagno DAlcontres 31 I-98166 Messina Italy

ISBN: (纸本)9781728103594

In recent years, the rapid development of Cloud, Edge and Internet of things (IoT) technologies has accelerated the advancement trends forcing applications and information systems (IS) to evolve. In this new ecosystem, ISs are federated and usually highly distributed becoming complex and very dynamic that have to extend not only through the Cloud/Edge and IoT layers but also the federated organizational boundaries. In this context, Osmotic computing (OC) is a new paradigm driven by the significant increase in capacity /capability of resources in highly distributed and federated environments, that solves problems related to the deployment, networking and security of microservices called MicroElements (MEL) that are composed and interconnected over Cloud/Edge and IoT infrastructures with specified levels of QoS and security constraints. In this federated collaborative system, each organization needs to have proper administration and security policies to maintain data security while allowing selective sharing of resources. Classical models of access control are not effective in protecting resources while allowing users to access to the resources within their privileges. Blockchain is an underlying technology that could help organizations to improve access control systems through consensus mechanisms, and underlying features of immutability, transparency, auditability, and cryptography. In this work, we propose a MELs orchestration approach through a Software Defined Membrane (SDMem) that leverages Blockchain facilities obeying the osmosis principles.

关键词： Cloud computing Edge computing IoT Osmotic computing Blockchain Hyperledger Fabric

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A Neural-Network Driven Methodology for Anomaly Detection in Apache Spark 11

A Neural-Network Driven Methodology for Anomaly Detection in...

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11th international conference on the Quality of Information and Communications Technology (QUATIC)

作者： Alnafessah, Ahmad Casale, Giuliano Imperial Coll London Dept Comp London England

ISBN: (纸本)9781538658413

In cloud computing services, multiple tenants sharing the same computing resources can cause performance anomalies, either due to normal or malicious user behaviors. When a Big Data application is deployed over a private or public cloud and does not perform as well as expected, it is however challenging to reliably detect a performance anomaly and minimize its consequences. We here consider in particular Spark-based workloads, in which the analytic operations are applied to a resilient distributed dataset (RDD). We develop a neural network based methodology for anomaly detection based on knowledge of the RDD characteristics. Using experiments against multiple workloads and anomaly types, we show that our method improves over other types of classifiers as well as against black box performance anomaly detection.

关键词： Performance anomalies Apache Spark Neural Network Resilient distributed Dataset (RDD)

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OpenStack Network Acceleration Scheme for Datacenter Intelligent Applications 11

OpenStack Network Acceleration Scheme for Datacenter Intelli...

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11th IEEE international conference on Cloud computing (CLOUD) Part of the IEEE World Congress on Services

作者： Linh (Paul) Phan Liu, Kaikai San Jose State Univ Dept Comp Engn San Jose CA 95192 USA

ISBN: (纸本)9781538672358

Cloud virtualization and multi-tenant networking provide Infrastructure as a Service (IaaS) providers a new and innovative way to offer on-demand services to their customers, such as easy provisioning of new applications and better resource efficiency and scalability. However, existing data-intensive intelligent applications require more powerful processors, higher bandwidth and lower-latency networking service. In order to boost the performance of computing and networking services, as well as reduce the overhead of software virtualization, we propose a new data center network design based on OpenStack. Specifically, we map the OpenStack networking services to the hardware switch and utilize hardware-accelerated L2 switch and L3 routing to solve the software limitations, as well as achieve softwarelike scalability and flexibility. We design our prototype system via the Arista Software-Defined-networking (SDN) switch and provide an automatic script which abstracts the service layer that decouples OpenStack from the physical network infrastructure, thereby providing vendor-independence. We have evaluated the performance improvement in terms of bandwidth, delay, and system resource utilization using various tools and under various Quality-of-Service (QoS) constraints. Our solution demonstrates improved cloud scaling and network efficiency via only one touch point to control all vendors' devices in the data center.

关键词： OpenStack Arista EOS Neutron LinuxBridge Cloud computing Cloud Virtualization

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Improving System Trustworthyness by Combining Remote Attestation and Root Cause Analysis 11

Improving System Trustworthyness by Combining Remote Attesta...

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11th international conference on the Quality of Information and Communications Technology (QUATIC)

作者： Oliver, Ian Limonta, Gabriela Vigmostad, Borger Nokia Bell Labs Espoo Finland

ISBN: (纸本)9781538658413

One particular concern in Telecommunications networks is the provisioning of quality of service despite system failures. Said failure invariably encompass many parts of the system. For example, a simple networking misconfiguration can result in the loss of telecommunications services for an entire country; though most failures are much less mundane if still critical. As system security is hardened through various techniques, the complexity of tracing faults through the myriad of interconnected systems becomes more complex.

关键词： Telecommunications Hardware Cloud computing Security Servers Computer architecture Operating systems

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