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18th IFIP WG 6.1 international conference on Coordination Models and Languages, COORDINATION 2016 and Held as Part of the 11th international Federated conference on distributed computing Techniques, DisCoTec 2016

18th IFIP WG 6.1 International Conference on Coordination Mo...

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18th IFIP WG 6.1 international conference on Coordination Models and Languages, COORDINATION 2016 and Held as Part of the 11th international Federated conference on distributed computing Techniques, DisCoTec 2016

ISBN: (纸本)9783319395180

the proceedings contain 16 papers. the special focus in this conference is on Coordination Models and Languages. the topics include: Multilevel transitive and intransitive non-interference, causally;a game interpretation of retractable contracts;tuple spaces implementations and their efficiency;on-the-fly mean-field model-checking for attribute-based coordination;scheduling games for concurrent systems;an asynchronous parallel abstraction for speculative pipeline computations;modelling ambulance deployment with CARMA;on synchronous and asynchronous compatibility of communicating components;a formal analysis of the global sequence protocol;improving gossip dynamics through overlapping replicates;from modelling to systematic deployment of distributed active objects;an interference-free programming model for network objects and on sessions and infinite data.

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A case of electrical circuit switched interconnection network for parallel computers 18

A case of electrical circuit switched interconnection networ...

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18th international conference on parallel and distributed computing, Applications and Technologies, PDCAT 2017

作者： Hu, Yao Kudoh, Tomohiro Koibuchi, Michihiro National Institute of Informatics 2-1-2 Hitotsubashi Chiyoda-ku Tokyo101-8430 Japan University of Tokyo 2-11-16 Yayoi Bunkyo-ku Tokyo113-8658 Japan

ISBN: (纸本)9781538631515

Circuit switching is a way to minimize network latency and maximize network bandwidth when a limited number of source-and-destination pairs exchange messages which are predictable. Although there are a large number of studies of optical circuit switching (OCS) on HPC systems and datacenters, it is still not mature. In this context, we explore the use of electrical circuit switching (ECS) for the low-latency purpose on HPC systems and datacenters. ECS has the same link bandwidth as existing electrical packet switched networks, and inherits quick update of input-and-output connections from electrical switches. We develop a network topology generator for ECS to minimize the number of time slots optimized to target applications whose traffic patterns are predictable. By performing a quantitative discrete-event simulation, we present that an ideal ECS network outperforms counterpart EPS networks. Evaluation results show that the minimum necessary number of slots (MNNS) can be reduced to a small number in a generated topology while keeping resource amount less than that in a standard mesh network. © 2017 IEEE.

关键词： Timing circuits

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Efficient parallel architecture of median filter

Efficient parallel architecture of median filter

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9th iasted international conference on parallel and distributed computing and Networks, PDCN 2010

作者： Medhat, R. Faheem, H.M. Khaleefa, M.E. Computer Systems Department Faculty of Computer and Information Sciences Ain Shams University Cairo Egypt

ISBN: (纸本)9780889868205

Many attempts have been made to optimize the median filter from the software and hardware approach. An architectural design of hardware capable of performing real-time median filtering is presented. the architecture uses the histogram approach to calculate the median, while optimizing the sliding window method to reuse all its calculations. Data is output row by row and every input pixel is processed only once. the design is independent of window size or image size, and supports adding more processing elements to support wider images. the control unit design is minimized to enable self-adjustment of plug-and-play processing elements. the architecture is implemented in VHDL and synthesized to a Virtex-2 Pro FPGA. the architecture's performance as well as operation is compared to previous work.

关键词： Electric filters

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Reliability for network swapping systems that support migration of remotely swapped pages

Reliability for network swapping systems that support migrat...

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Proceedings of the 16th iasted international conference on parallel and distributed computing and systems

作者： Newhall, Tia Mitchell, Benjamin Rosse, Julian Swarthmore College Swarthmore PA United States

Network swapping systems allow individual cluster nodes with over-committed memory to use the idle memory of remote nodes as their backing store, and to swap their pages over the network. As the number of nodes in a cluster increases, it becomes more likely that a node will fail or become unreachable, making it important that such a system provide reliability support. Without reliability, a single node crash can affect programs running on other cluster nodes by losing remotely swapped page data that was stored on the crashed node. Our network swapping system, Nswap, has design features that complicate reliability: swapped pages can migrate from one node to another in response to changes in a node's local memory needs. As a result, reliability schemes that rely on fixed placement of page and reliability data are not applicable to our system. Our reliability solutions solve the unique challenge of providing reliability to network swapping systems that both support dynamic changes to the size of remote RAM swap space and support migration of remotely swapped page data. Results show that even though our Mirroring reliability scheme adds time and space overhead to Nswap, it still outperforms swapping to disk by a factor of up to 8.2. Our dynamic Parity scheme will provide reliability with minimal time and space overhead.

关键词： parallel processing systems

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Automatic Manga Colorization with Color Style by Generative Adversarial Nets 18

Automatic Manga Colorization with Color Style by Generative ...

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18th IEEE/ACIS international conference on Software Engineering, Artificial Intelligence, Networking and parallel/distributed computing (SNPD)

作者： Kataoka, Yuusuke Matsubara, Takashi Uehara, Kuniaki Kobe Univ Grad Sch Syst Informat Kobe Hyogo Japan

ISBN: (纸本)9781509055043

Many comic books are now published as digital books, which easily provide color contents compared to the physical books. the motivation of automatic colorization of comic books now arises. Previous studies colorize sketches without other clues or with spatial color annotations. they are expected to reduce workloads of comic artists but still require spatial color annotations for desirable colorizations. this study introduces a color style information and combines it with conditional adversarially learned inference. the experimental results demonstrate that the objects are painted with colors depending on the color style information and that the color style information extracted from a color image supports to painting an object with a desirable color.

关键词： Estimation Field programmable gate arrays OFDM Modulation Filtration Clocks Signal processing algorithms

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An Improved Ant Colony Optimization for Green Multi-Depot Vehicle Routing Problem with Time Windows 18

An Improved Ant Colony Optimization for Green Multi-Depot Ve...

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18th IEEE/ACIS international conference on Software Engineering, Artificial Intelligence, Networking and parallel/distributed computing (SNPD)

作者： Kaabachi, Islem Jriji, Dorra Krichen, Saoussen Univ Tunis Inst Super Gest Tunis LARODEC Lab Tunis Tunisia

ISBN: (纸本)9781509055043

We investigate in this paper a new variant of multi-depot vehicle routing problem with time windows is studied (GMDVRPTW), an extension of the MDVRPTW. In the new variant, the proposed GMDVRPTW consists of determining the vehicle's speed in order to minimize a function comprising fuel consumption and resulting emission costs. An integer programming model is formulated with two objectives to find the minimum travel cost and total fuel consumption and CO2 emissions under the constrains of time window, capacity of the vehicle, the fleet size. As the problem is an NP-Hard problem, we develop an improved meta-heuristic, based on an ant colony optimization and local search to solve the problem. the results show that the proposed approach is competitive in terms of solution quality.

关键词： Ant colony optimization Green routing problem Meta-heuristic Multi-depot vehicle routing problem Time windows

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Visualization of large scientific data sets on a parallel system with a tiled display

Visualization of large scientific data sets on a parallel sy...

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19th iasted international conference on parallel and distributed computing and systems

作者： Segee, Bruce Perry, Mary Jane Carter, Caleb Blanchette, Roger Winchenbach, Samuel Department of Electrical and Computer Engineering University of Maine Orono ME United States School of Marine Sciences University of Maine Orono ME United States

ISBN: (纸本)9780889867048

As data collection technologies advance, almost every field of scientific research sees an increase in the amount and frequency of data that can be collected. In many cases, the first best method for preprocessing two and three dimensional data sets is to examine them visually, using some sort of plotting software. Although display technology is advancing and monitors are becoming available with increasing resolutions, this increase in available resolution does not necessarily match the rapid increase in data collection. this mismatch leaves researchers with only three choices for visual processing: to view the data in many small chunks, to view only a representative subset of the data, or to create a custom display for viewing much larger data sets at higher resolutions. this paper discusses one method of fullfilling the third option. the process used here is to create a customized display using nine consumer level monitors mounted in a three by three configuration resulting in a display with nine times the resolution of a single monitor. A custom viewing environment is also developed within this project that is designed to lend itself better to the tiled display than would an existing three dimensional data visualization application. the data used for this project consists of a large set of Oceanographic sensor readings taken from several deployments throughout the Gulf of Maine.

关键词： Visualization

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Safe Shared State in Dataflow systems 18

Safe Shared State in Dataflow Systems

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18th international conference on distributed and Event-Based systems (DEBS)

作者： De Martini, Luca Margara, Alessandro Politecn Milan Milan Italy

ISBN: (纸本)9798400704437

the complexity of implementing scalable data processing tasks in parallel and distributed computing environments has pushed the adoption of restricted programming models that simplify expressing such tasks. In this context, the dataflow model has emerged as the standard for building distributed data processing systems. the key insight of this model is to express computations as sequences of operations that do not share any state and can thus be deployed and executed independently on the same or on different machines. however entirely excluding state sharing may be detrimental for performance, as it prevents operations executed on the same machine from accessing common resources. the effects of these limitations become more and more evident as the computational and memory resources of individual hosts increase, and even large-scale data analysis tasks can be performed with few well-equipped machines. Moving from this observation, in this paper we present an extension to the classic dataflow model that enables disciplined state sharing across operators to improve performance. We implement the model in Renoir, a dataflow system written in Rust, and we exploit the characteristics of this programming language to ensure sate access to shared state by design. We present several use cases where our model may be beneficial, and we use them to evaluate the proposed model in terms of performance and code complexity. We show that our model empowers developers to better exploit the resources of machines, resulting in substantial performance improvements in several use cases. Programs written with our extended model may even be more concise and simpler than in the classic dataflow model.

关键词： dataflow shared state distributed programming Rust memory safety data processing

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Text Mining and Pattern Clustering for Relation Extraction of Breast Cancer and Related Genes 18

Text Mining and Pattern Clustering for Relation Extraction o...

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18th IEEE/ACIS international conference on Software Engineering, Artificial Intelligence, Networking and parallel/distributed computing (SNPD)

作者： Kawashima, Koya Bai, Wenjun Quan, Changqin Kobe Univ Grad Sch Syst Informat Dept Computat Sci Kobe Hyogo Japan

ISBN: (纸本)9781509055043

With the number increase of biomedical literatures, biomedical relation extraction discovery from the literature represents a new challenge for researchers in recent years. then, a system that automatically extracts the related genes to the targeted disease is required. In this paper, we explore text mining and pattern clustering for relation extraction of breast cancer and related genes. It can be considered an unsupervised method and labeled data is not necessary. We firstly extract the candidate genes related to breast cancer by checking the window distance between the appearance of genes and breast cancer in a sentence. then, two different clustering approaches (simple clustering and K-means clustering) are applied for finding the candidate association words that indicate the relationship between breast cancer and genes. the comparison experiment demonstrates that simple clustering is superior to K-means clustering in this task.

关键词： text mining clustering relation extraction breast cancer biomedical literatures

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A Novel Passenger Hotspots Searching Algorithm for Taxis in Urban Area 18

A Novel Passenger Hotspots Searching Algorithm for Taxis in ...

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18th IEEE/ACIS international conference on Software Engineering, Artificial Intelligence, Networking and parallel/distributed computing (SNPD)

作者： Dong, Yuhan Qian, Siyuan Zhang, Kai Zhai, Yongzhi Tsinghua Univ Grad Sch Shenzhen Beijing Peoples R China Xian Univ Posts & Telecommun Sch Commun & Info Engn Xian Shaanxi Peoples R China

ISBN: (纸本)9781509055043

Passenger hotspots searching is essential to increase profits for taxis drivers in urban area. In this paper, we propose a two-step approach for pick-up hotspots searching. In the first step, a traveling similarity model is built to quantify the similarity of traveling behaviors. In the second step, we utilize affinity propagation and simulated annealing to identify the daily passenger hotspots in a selected period. Numerical results based on GPS data of Manhattan taxis suggest that the proposed approach outperforms the traditional spatio-temporal clustering regardless of buffer radius.

关键词： Pick-up hotspots trajectories mining traveling behavior affinity propagation

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