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WorkQ: A many-core producer/consumer execution model applied to PGAS computations

WorkQ: A many-core producer/consumer execution model applied...

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international conference on Parallel and Distributed Systems (ICPADS)

作者： David Ozog Allen Malony Jeff R. Hammond Pavan Balaji Dept. of Computer and Information Science University of Oregon Eugene Oregon Parallel Computing Lab Intel Corporation Hillsboro Oregon Math. and Computer Science Div. Argonne National Laboratory Lemont Illinois

ISBN: (纸本)9781479976164

Partitioned global address space (PGAS) applications, such as the Tensor Contraction Engine (TCE) in NWChem, often apply a one-process-per-core mapping in which each process iterates through the following work-processing cycle: (1) determine a work-item dynamically, (2) get data via one-sided operations on remote blocks, (3) perform computation on the data locally, (4) put (or accumulate) resultant data into an appropriate remote location, and (5) repeat the cycle. However, this simple flow of execution does not effectively hide communication latency costs despite the opportunities for making asynchronous progress. Utilizing nonblocking communication calls is not sufficient unless care is taken to efficiently manage a responsive queue of outstanding communication requests. This paper presents a new runtime model and its library implementation for managing tunable “work queues” in PGAS applications. Our runtime execution model, called WorkQ, assigns some number of on-node “producer” processes to primarily do communication (steps 1, 2, 4, and 5) and the other “consumer” processes to do computation (step 3); but processes can switch roles dynamically for the sake of performance. Load balance, synchronization, and overlap of communication and computation are facilitated by a tunable nodewise FIFO message queue protocol. Our WorkQ library implementation enables an MPI+X hybrid programming model where the X comprises SysV message queues and the user's choice of SysV, POSIX, and MPI shared memory. We develop a simplified software mini-application that mimics the performance behavior of the TCE at arbitrary scale, and we show that the WorkQ engine outperforms the original model by about a factor of 2. We also show performance improvement in the TCE coupled cluster module of NWChem.

关键词： Computational modeling Libraries Tensile stress Load modeling Electronics packaging Engines Runtime

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Model Predictive Control Implementation and Simulation for Urban Traffic Networks

Model Predictive Control Implementation and Simulation for U...

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2014 ieee international conference on Service Operations and Logistics,and informatics

作者： Chao Guo Gang Xiong Fenghua Zhu Mei Zhang Qingdao Academy of Intelligent Industries Beijing Engineering Research Center of Intelligent Systems and Technology Institute of Automation Chinese Academy of Sciences Cloud Computing Center Chinese Academy of Sciences Songshan Lake Qingdao Center for Intelligent Systems and Technology Institute of Automation Chinese Academy of Sciences South China University of Technology

In this paper,we consider the problem of designing traffic network signal control systems for congested urban road networks,aiming to relieve traffic congestion and improve the utilization of the existing traffic infrastructures.A Model Predictive Control(MPC)method is introduced which is based on a microscopic store-and-forward modeling(SFM)***,a preliminary simulation of urban traffic flow management is implemented with the help of MATLAB/SIMULINK and *** results demonstrate the efficiency and feasibility of the MPC signal control method,which can take all the operational constraints into consideration *** the MPC control framework can also be applied for other infrastructure systems whose characteristics are common intelligent,from a generic point of view.

关键词： Traffic infrastructures Urban traffic control system Model predictive control Microscopic traffic simulation

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Application Research on ieee 802.11n on Train-Ground Wireless Communication of Passenger Information System of Urban Rail Transit

Application Research on IEEE 802.11n on Train-Ground Wireles...

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2012 international conference on Applied informatics and Communication(ICAIC 2012)

作者： KAN Tingming WEI Qi Institute of Computing Technologies China Academy of Railway Sciences

The vehicular real-time broadcast is realized on the foundation of train-ground wireless communication of passenger information system of urban rail transit,which has been implied *** order to realize the WLAN service with high bandwidth and high quality and enable the performance of WLAN to reach that of Ethernet,802.11n was born,which adopts frequency channel of 2.4GHz and 5GHz,takes MIMO(multiple-input multiple-output) and OFDM as its key technologies,transmits data at rate of 300Mbps up to 600Mbps,has downward compatibility with application research on 802.11b and *** paper proposes application research and put forward implementation suggestions with simulation test,provides reference for the future applications of PIS of urban rail transit,planning and selection of wireless communication.

关键词： Urban Rail Transit Passenger Information System(PIS) Multiple-input multiple-output(MIMO).

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Modeling Risk Anticipation and Defensive Driving on Residential Roads with Inverse Reinforcement Learning

Modeling Risk Anticipation and Defensive Driving on Resident...

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17th international ieee conference on Intelligent Transportation Systems & The Asia-Pacific Council on Systems Engineering conference 2014

作者： Masamichi Shimosaka Takuhiro Kaneko Kentaro Nishi Department of Mechano-Informatics Graduate School of Information Science and Technologythe University of Tokyo

There has been extensive research on active safety systems in the ITS community in recent years that has significantly contributed to reducing traffic ***,further reduction is needed,especially on residential roads,where the reduction rate of traffic accidents is still quite *** residential roads,traffic accidents are caused primarily by pedestrians suddenly running in front of cars and by the inattention of drivers to such *** emergency braking systems activated by pedestrian detection are not always reliable on residential roads due to physical limitations such as too short a braking *** overcome the limitations of current active safety management systems,we focus on risk anticipation and defensive driving,key ideas to ensure safety on residential *** defensive driving requires careful deceleration in advance of barrier lines and the corners of streets,long-term driver behavior prediction is *** this work,we provide a new framework of modeling risk anticipation and defensive driving with inverse reinforcement learning(IRL).In contrast to conventional driver behavior models such as hidden Markov models and maximum-entropy Markov models,our framework using IRL ensures accurate long-term prediction of driver maneuvers since the IRL is based on the Markov decision process(MDP),a goal-oriented path planning *** the predicted defensive driver behaviors obtained by an MDP are appropriate only when the reward functions are carefully designed,we use inverse reinforcement learning,where the normative behavior of expert drivers is leveraged to optimize the reward *** addition to the proposed formulation of defensive driving with IRL,we provide new feature descriptors for computing reward functions to represent risk factors on residential roads such as corners,barrier lines,and speed *** results using actual driver maneuver data over 20 km of residential roads indicate that our ap

关键词： ITS red Modeling Risk Anticipation and Defensive Driving on Residential Roads with Inverse Reinforcement Learning

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A smart cyber-physical systems-based solution for pest control (work in progress)

A smart cyber-physical systems-based solution for pest contr...

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2013 ieee international conference on Green computing and Communications and ieee Internet of Things and ieee Cyber, Physical and Social computing, GreenCom-iThings-CPSCom 2013

作者： Mehdipour, Farhad Nunna, Krishna Chaitanya Murakami, Kazuaki J. E-JUST Center Kyushu University Fukuoka Japan Department of Advanced Informatics Kyushu University Fukuoka Japan

ISBN: (纸本)9780769550466

Rodents as widespread pests cause significant damages to the crops, stored foods, human being and properties. For rodent's control there has been no systematic high-tech solution so far. We aim to raise this problem as a new challenging and multidisciplinary research area. We will propose our solution based on cyber-physical systems (CPSs) and will elucidate enabling technologies and frontiers for this research. © 2013 ieee.

关键词： Sensor networks

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Content Based Image Retrieval and Classification using speeded-up robust features (SURF) and grouped bag-of-visual-words (GBoVW)

Content Based Image Retrieval and Classification using speed...

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2013 international conference on Technology, informatics, Management, Engineering and Environment, TIME-E 2013

作者： Alfanindya, Alexandra Hashim, Noramiza Eswaran, Chikannan Faculty of Computing and Informatics Multimedia University Cyberjaya Malaysia

ISBN: (纸本)9781467357326

This paper presents a work in progress for a proposed method for Content Based Image Retrieval (CBIR) and Classification. The proposed method makes use of the interest points detector and descriptor called Speeded-Up Robust Features (SURF) combined with Bag-of-Visual-Words (BoVW). The combination yields a good retrieval and classification result when compared to other methods. Moreover, a new dictionary building method in which each group has its own dictionary is also proposed. Our method is tested on the highly diverse COREL1000 database and has shown a more discriminative classification and retrieval result. © 2013 ieee.

关键词： Classification (of information)

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SOA design patterns - Can they improve the process of model driven development

SOA design patterns - Can they improve the process of model ...

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2013 ieee 10th international conference on Services computing, SCC 2013

作者： Šelmeci, Roman Rozinajová, Viera Slovak University of Technology in Bratislava Faculty of Informatics and Information Technologies Ilkovičova 3 842 16 Bratislava Slovakia

ISBN: (纸本)9780768550268

SOA brought significant progress in information systems development, but the full exploitation of its advantages is sometimes hindered by specific problems. One of them is concerned with paradigm of Model Driven Development (MDD), where it is necessary to control correctness of the whole design within many models on different levels of abstraction. This is the place, where we would like to contribute. We propose a new approach to application of SOA design patterns in the development process. Patterns are transformed into a machine acceptable form using category theory and attributed graphs. This form is language independent, leads up to automated detection of pattern or antipattern in the description/model of SOA based system and in the future can facilitate also correctness checking. © 2013 ieee.

关键词： Information services

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A Smart Cyber-physical Systems-Based Solution for Pest Control (Work in progress)

A Smart Cyber-physical Systems-Based Solution for Pest Contr...

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ieee/ACM Int'l conference on & Int'l conference on Cyber, Physical and Social computing (CPSCom) Green computing and Communications (GreenCom)

作者： Farhad Mehdipour Krishna Chaitanya Nunna Kazuaki J. Murakami E-JUST Center Kyushu University Fukuoka Japan Department of Advanced Informatics Kyushu University Fukuoka Japan

ISBN: (纸本)9781479906314

关键词： Rodents Monitoring Rats Wireless sensor networks Sensor systems Intelligent sensors

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SOA Design Patterns -- Can They Improve the Process of Model Driven Development?

SOA Design Patterns -- Can They Improve the Process of Mo...

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ieee international conference on Services computing (SCC)

作者： Roman elmeci Viera Rozinajová Slovenska Technicka Univerzita Fakulta elektrotechniky a informatiky Bratislava SK Faculty of Informatics and Information Technologies Slovak University of Technology in Bratislava Bratislava Slovakia

关键词： Semiconductor optical amplifiers Unified modeling language Object oriented modeling Vocabulary Context Educational institutions informatics

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Multi-layered Architecture for the Management of Virtualized Application Environments within Inter-cloud Platforms

Multi-layered Architecture for the Management of Virtualized...

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ieee international conference on Cloud computing Technology and Science (CloudCom)

作者： Omar Abdul-Rahman Kento Aida Information Systems Architecture Science Research Division National Institute of Informatics Tokyo Japan

Resource allocation is an active direction of research that is drawing interest within academic and technological circles. Resource allocation imposes numerous challenges. This is especially true for Inter-Clouds, a recent paradigm for horizontal expansion and integration of disparate and heterogeneous cloud platforms. In an attempt to realize an efficient resource management system, this work-in-progress paper proposes and describes a new multi-layered management framework to address the tasks of virtualized resource control, dynamic resource provisioning, life-cycle management and resource exchange within Inter-Cloud environments.

关键词： Resource management Virtualization Optimization Cloud computing Ice Computer architecture Quality of service

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