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Proceedings - IEEE international conference on distributed computing in Sensor Systems, DCOSS 2012

Proceedings - IEEE International Conference on Distributed C...

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8th IEEE international conference on distributed computing in Sensor Systems, DCOSS 2012

ISBN: (纸本)9780769547077

the proceedings contain 56 papers. the topics discussed include: should I stay or should I go? maximizing lifetime with relays;network lifetime maximization in delay-tolerant sensor networks with a mobile sink;achieving high lifetime and low delay in very large sensors networks using mobile sinks;efficient mobile data collection with mobile collect;throughput maximization in mobile WSN scheduling with power control and rate selection;coverage estimation in heterogeneous visual sensor networks;adaptive synchronization control with multi-level buffer in wireless multimedia sensor networks;timely report delivery in social swarming applications;personal marks and community certificates: detecting clones in wireless mobile social networks;a ubiquitous publish/subscribe platform for wireless sensor networks with mobile mules;and distributed subspace projection in wireless sensor networks using computational codes.

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Experimental Analysis of SMP Scalability in the Presence of Coherence Traffic and Snoop Filtering

Experimental Analysis of SMP Scalability in the Presence of ...

引用

14th IEEE international conference on High Performance computing and Communications (HPCC) / IEEE 9th international conference on Embedded Software and Systems (ICESS)

作者： Al-Mouhamed, Mayez A. Daud, Khaled A. King Fahd Univ Petr & Minerals Dept Comp Engn Dhahran 31261 Saudi Arabia

ISBN: (纸本)9780769547497

Commodity multi-core SMPs may generate an enormous amount of coherency traffic. However, the impact of coherence traffic and snoop filtering on parallel program scalability has not attracted sufficient attention. We experimentally analyze the shared data access patterns of four typical applications having different memory layout. An OpenMp optimized execution model is derived for each application with emphasis on data dependencies and implied coherence messages. Using an 8-core SMP we present the obtained speedups versus change in the number of cores and problem scale. A discussion of potential limitation on scalability due to the application or SMP is presented. To assess the coherence behavior and its impact on scalability of parallel programs, a synthetic benchmark which alternates the data block ownership among two cores of the same or different processors is presented. It is found that coherence overheads including snoop filtering are responsible of significant limitation on parallel program scalability. For 8-core SMPs, speedup can be reduced by factors of 2.5 and 5 for row-major and column-major access patterns as compared to the use of private data, respectively. A truly parallel coherence protocol implementation is needed to provide truly scalable shared-memory model.

关键词： distributed-memory HPC parallel programming performance evaluation and speedup shared-memory system

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Biologically-inspired Network "Memory" for Smarter Networking

Biologically-inspired Network "Memory" for Smarter Networkin...

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8th IEEE international conference on Collaborative computing: Networking, applications and Worksharing (CollaborateCom)

作者： Mokhtar, Bassem Eltoweissy, Mohamed Virginia Tech Bradley Dept Elect & Comp Engn Blacksburg VA 24061 USA Egypt Japan Univ Sci & Technol Dept Comp Sci & Engn Alexandria Egypt Virginia Tech ECE Dept Blacksburg VA USA Univ Arizona Tucson AZ 85721 USA

ISBN: (纸本)9781467327404;9781467327404

Emerging technologies such as the Internet of things generate huge amounts of network traffic and data which lead to significant challenges in a) ensuring availability of resources on-demand, b) recognizing emergent and abnormal behavior, and c) making effective decisions for efficient network operations. Network traffic data exhibit spatiotemporal patterns. Learning and maintaining the currently elusive rich semantics based on analyzing such patterns would help in mitigating those challenges. In this paper, we propose the concept of a network "memory" (or NetMem) to support smarter data-driven network operations as a foundational component of next generation networks. NetMem will enable networking objects to understand autonomously, at real-time, on-demand, and at low cost semantics with different levels of granularity and related to various network elements. Guided by the fact that human activities exhibit spatiotemporal data patterns;and the human memory extracts and maintains semantics to enable accordingly learning and predicting new things, we design NetMem to mimic functionalities of that memory. NetMem provides capabilities for semantics management through uniquely integrating data virtualization for homogenizing massive data originating from heterogeneous sources, cloud-like scalable storage, associative rule learning to recognize data patterns, and hidden Markov models for reasoning and extracting semantics clarifying normal/abnormal behavior. NetMem provides associative access to data patterns and relevant derived semantics to enable enhancements in early anomaly detection, more accurate behavior prediction and satisfying QoS requirements with better utilization of resources. We evaluate NetMem using simulation. Preliminary results demonstrate the positive impact of NetMem on various network management operations.

关键词： Network Semantics Data Virtualization Cloud Data Storage distributed Systems Bio-inspired Design

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Lattice completion algorithms for distributed computations

Lattice completion algorithms for distributed computations

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16th international conference on Principles of distributed Systems, OPODIS 2012

作者： Garg, Vijay K. Parallel and Distributed Systems Lab. Department of Electrical and Computer Engineering University of Texas at Austin Austin TX 78712 United States

ISBN: (纸本)9783642354755

A distributed computation is usually modeled as a finite partially ordered set (poset) of events. Many operations on this poset require computing meets and joins of subsets of events. the lattice of normal cuts of a poset is the smallest lattice that embeds the poset such that all meets and joins are defined. In this paper, we propose new algorithms to construct or enumerate the lattice of normal cuts. Our algorithms are designed for distributed computing applications and have lower time or space complexity than those of existing algorithms. We also show applications of this lattice to the problems in distributed computing such as finding the extremal events and detecting global predicates. © 2012 Springer-Verlag.

关键词： distributed computer systems

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Moving the mobile evolved packet core to the cloud

Moving the mobile evolved packet core to the cloud

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2012 IEEE 8th international conference on Wireless and Mobile computing, Networking and Communications, WiMob 2012

作者： Kempf, James Johansson, Bengt Pettersson, Sten Lüning, Harald Nilsson, Tord Packet Technologies Research Ericsson Research Silicon Valley San Jose CA United States Ericsson PDU/PC Goteborg Sweden

ISBN: (纸本)9781467314305

In this paper, we describe an evolution of the mobile Evolved Packet Core (EPC) utilizing Software Defined Networking (SDN) that allows the EPC control plane to be moved into a data center. the EPC is a mobile aggregation network standardized by 3GPP for deployment of fixed and 4G mobile broadband services, having interoperability features for 3G and 2G mobile services. While mobile networks already deploy a considerable amount of software control, the ability of OpenFlow to decouple the control and data planes for IP routing provides the opportunity to simplify the configuration and maintenance of mobile aggregation networks by eliminating the distributed IP routing control plane. We extend OpenFlow 1.2 with two vendor extensions, one defining virtual ports to allow encapsulation and decapsulation and another to allow flow routing using the GTP Tunnel Endpoint Identifier (TEID). the result enables an architecture where the GTP control plane can be lifted up out of network elements such as the Serving Gateway and the Packet Data Network Gateway (PDN Gateway) and moved into a controller running in a virtual machine in a data center. the EPC network elements then run a simplified OpenFlow control plane, enhanced with GTP TEID routing extensions. We discuss a few new features that are enabled with GTP TEID routing and the status of a prototype. © 2012 IEEE.

关键词： Software defined networking

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Knowledge as a Window into distributed Coordination

Knowledge as a Window into Distributed Coordination

引用

8th international conference on distributed computing and Internet technologies (ICDCIT 2012)

作者： Moses, Yoram Technion Israel Inst Technol Dept Elect Engn IL-32000 Haifa Israel

ISBN: (纸本)9783642280726

distributed and multi-agent systems come in many forms, serving various purposes and spanning a large variety of properties. they include networked processors communicating via message-passing, shared-memory systems in which processes interact by reading from and writing to shared variables, and even systems of robots that coordinate their actions by viewing each others’ actions and locations, and perform no explicit communication actions. While distinct systems may differ completely in their detailed structure and operation, fundamental to all distributed systems is the fact that decisions are performed based on a local, partial, view of the the state of the system. Proper coordination among different sites of such a system requires information flow among them, to ensure that decisions are taken based on appropriate knowledge. Reasoning about when elements of the system do or do not know relevant facts is therefore a central aspect of the design and construction of distributed systems and distributed protocols.

关键词： Message passing

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distributed Fault Tolerant Estimation in Wireless Sensor Network Using Robust Diffusion Adaptation

Distributed Fault Tolerant Estimation in Wireless Sensor Net...

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8th international conference on distributed computing and Internet technologies (ICDCIT 2012)

作者： Panda, Meenakshi Khilar, Pabitra M. Natl Inst Technol Dept CSE Rourkela 769008 India

ISBN: (纸本)9783642280726;9783642280733

the problem of robust distributed estimation in wireless sensor network (WSN) when few sensor nodes are faulty is addressed here. In WSN, each sensor node collects scalar measurements of some unknown parameters and then estimates the parameter of interest from the data collected across the network. An iterative distributed linear parameter estimated algorithm is proposed here by using diffusion co-operation. Each node updates its information by using the data collected by it and the information received from the neighbours. the mean square error (MSE) of distributed estimation schemes increases whenever any faulty sensor node in the network fails to transmit correct information, which leads to inaccurate estimation. Hence a robust diffusion linear estimation algorithm using Hubber's cost function is proposed here in order to improve the accuracy of the estimation.

关键词： Wireless sensor network robust estimation faulty node

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On the design of a parallel, distributed multi-physics integration tool

On the design of a parallel, distributed multi-physics integ...

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8th international conference on Engineering Computational Technology, ECT 2012

作者： Patzák, B. Rypl, D. Kruis, J. Department of Mechanics Faculty of Civil Engineering Czech Technical University Prague Czech Republic

ISBN: (纸本)9781905088553

this paper presents the design of a distributed multi-physics integration tool, with the aim of providing high-level support for the integration of existing applications into full featured multi-physics simulation tools. the abstract and application of inde- pendent steering and data exchange are achieved by defining an application interface, that has to be implemented by individual applications. the design supports various coupling strategies and discretization techniques. the focus of the work presented is on the distributed aspects of the framework design. © Civil-Comp Press, 2012.

关键词： Electronic data interchange

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Robust distributed Block LMS over WSN in Impulsive Noise

Robust Distributed Block LMS over WSN in Impulsive Noise

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8th international conference on distributed computing and Internet technologies (ICDCIT 2012)

作者： Panigrahi, Trilochan Panda, Ganapati Mulgrew, B. Natl Inst Technol Rourkela Dept ECE Rourkela 769008 India Indian Inst Technol Bhubaneswar Sch Elect Sci Bhubaneswar Orissa India Univ Edinburgh IDCOM Edinburgh Midlothian Scotland

ISBN: (纸本)9783642280726;9783642280733

In wireless sensor network each sensor node collects data related to some unknown parameters, corrupted by independent Gaussian noise. then the objective is to estimate the parameter from the data collected across the network in distributed manner. the distributed estimation algorithm should be energy efficient, provides high estimation accuracy, and is fast in convergence. But the conventional distributed algorithm involves significant communication overhead and is also not robust to the impulsive noise which is common in wireless sensor network environment. Consequently these algorithms defeat the basic purpose of wireless sensor network. this paper studies the problem of robust adaptive estimation in impulsive noise environment using robust cost function like Wilcoxon norm and Huber cost function. Further in order to reduce the amount of communication overhead, block distributed LMS is incorporated.

关键词： Wireless sensor network contaminated Gaussian noise distributed signal processing incremental LMS Wilcoxon norm

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Dynamic Load Balancing Inspired by Cemetery Formation in Ant Colonies

Dynamic Load Balancing Inspired by Cemetery Formation in Ant...

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8th international conference on Swarm Intelligence

作者： Klazar, Ronald Engelbrecht, Andries P. Univ Pretoria Dept Comp Sci Fac Engn Built Environm & Informat Technol ZA-0002 Pretoria South Africa

ISBN: (纸本)9783642326509

Loosely connected distributed computing systems present a changing environment to the programs that they execute. Dynamic load balancing (DLB) algorithms are employed to address the problem of relocating tasks when parts of a distributed computing system become unavailable while other parts become idle. this paper presents a novel DLB algorithm based on cemetery formation in ant colonies. the algorithm builds on previous work to formulate ant-inspired DLB algorithms that aim to reduce the time needed to complete the parallel execution of multiple, independent tasks, where resources as well as tasks are diverse with respect to their performances and durations, respectively. the new algorithm is compared with its predecessors, based on division of labour in ant colonies, and pure, opportunistic load balancing, established as the baseline.

关键词： distributed computer systems

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