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parallel Harmony Search Based distributed Energy Resource Optimization 18

Parallel Harmony Search Based Distributed Energy Resource Op...

引用

2015 18th international conference on Intelligent System Application to Power systems (ISAP)

作者： Ceylan, Oguzhan Liu, Guodong Tomsovic, Kevin Univ Tennessee Dept Elect Engn & Comp Sci Knoxville TN 37996 USA Oak Ridge Natl Lab Power & Energy Syst Grp Oak Ridge TN 37381 USA

ISBN: (纸本)9781509001910

this paper presents a harmony search based parallel optimization algorithm to minimize voltage deviations in three phase unbalanced electrical distribution systems and to maximize active power outputs of distributed energy resources (DR). the main contribution is to reduce the adverse impacts on voltage profile during a day as photovoltaics (PVs) output or electrical vehicles (EVs) charging changes throughout a day. the IEEE 123-bus distribution test system is modified by adding DRs and EVs under different load profiles. the simulation results show that by using parallel computing techniques, heuristic methods may be used as an alternative optimization tool in electrical power distribution systems operation.

关键词： Linear programming Optimization Power distribution Program processors Sociology Statistics Voltage control

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IMPLEMENTING A LOW-LATENCY parallel GRAPHIC EQUALIZER WIth HETEROGENEOUS computing 18

IMPLEMENTING A LOW-LATENCY PARALLEL GRAPHIC EQUALIZER WITH H...

引用

18th international conference on Digital Audio Effects (DAFx)

作者： Norilo, Vesa Verstraelen, Math Valimaki, Vesa Univ Arts Ctr Mus & Technol Helsinki Finland Univ Twente Comp Architecture Embedded Syst Enschede Netherlands Aalto Univ Dept Signal Proc & Acoust Espoo Finland

this paper describes the implementation of a recently introduced parallel graphic equalizer (PGE) in a heterogeneous way. the control and audio signal processing parts of the PGE are distributed to a PC and to a signal processor, of WaveCore architecture, respectively. this arrangement is particularly suited to the algorithm in question, benefiting from the low-latency characteristics of the audio signal processor as well as general purpose computing power for the more demanding filter coefficient computation. the design is achieved cleanly in a high-level language called Kronos, which we have adapted for the purposes of heterogeneous code generation from a uniform program source.

关键词： Equalizers

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the Efficient In-band Management for Interconnect Network in Tianhe-2 System

The Efficient In-band Management for Interconnect Network in...

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Euromicro conference on parallel, distributed and Network-Based Processing

作者： Jijun Cao Liquan Xiao Zhengbin Pang Kefei Wang Jiaqing Xu College of Computer National University of Defense Technology China Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology China

Interconnect network plays an important role in high performance computing systems. And its manageability directly affects the RAS (i.e., Reliability, Availability, and Serviceability) of the whole system. the Tianhe-2 system located in NSCC-gz (i.e., National Supercomputing Center of China in Guangzhou) uses proprietary interconnect network, which includes 5,856 high-radix network router chips (i.e., NRC) and 18,304 network interface chips (i.e., NIC). For such a very large-scale interconnect network, it is a great challenge to manage (such as configure, monitor, and debug) the numerous network chips and its network ports in an efficient way. By implementing the in-band management with very few hardware resources, the interconnect network in Tianhe-2 system achieves a highly efficient network management. In this paper, we introduce the design and implementation of the in-band management for interconnect network in Tianhe-2 system, especially emphasizing on several key features, including the set of achieved management functionalities, the architecture of network management, the format of management packets, the data flow and processing of management packets, etc. In this paper, we also evaluate the performance of in-band management by mainly comparing with out-band management scheme. the preliminary results demonstrate the efficiency of the in-band management for interconnect network in Tianhe-2 system.

关键词： Routing Ports (Computers) Network topology Optical switches Hardware Topology Registers

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Analysis of DC Bus Overvoltage in parallel Photovoltaic systems 18

Analysis of DC Bus Overvoltage in Parallel Photovoltaic Syst...

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18th international conference on Electrical Machines and systems (ICEMS)

作者： Wang, Lan Wu, Zhenxing Zhou, Liang Kang, Jun Naval Univ Engn Natl Key Lab Vessel Integrated Power Syst Technol Wuhan Hubei Peoples R China

ISBN: (纸本)9781479988051

High power photovoltaic plants are usually constituted of distributed solar subfields. this paper focuses on the dynamic characteristics analysis of parallel connected photovoltaic (PV) systems. Due to the existence of the parasitic capacitance to ground, a circulating current among parallel PV inverters is injected into the system. the circulation may cause DC bus overvoltage fault when the inverter switches to the standby mode. the reason of bus overvoltage is investigated in detail in this paper. then, a device aiming at avoiding DC bus overvoltage is proposed to solve this issue. the theoretical analysis has been validated through simulations.

关键词： Capacitance

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A GPU-based fast solution for Riesz space fractional reaction-diffusion equation 18

A GPU-based fast solution for Riesz space fractional reactio...

引用

18th international conference on Network-Based Information systems (NBiS)

作者： Wang, Qinglin Liu, Jie Gong, Chunye Zhang, Yang Xing, Zuocheng Natl Univ Def Technol Sci & Technol Parallel & Distributed Proc Lab Changsha 410073 Hunan Peoples R China Sci & Technol Space Phys Lab Beijing 10076 Peoples R China Natl Univ Def Technol Coll Aerosp Sci & Engn Changsha 410073 Hunan Peoples R China

ISBN: (纸本)9781479999422

the fast numerical solutions of Riesz fractional equation have computational cost of O(NMlogM), where M, N are the number of grid points and time steps. In this paper, we present a GPU-based fast solution for Riesz space fractional equation. the GPU-based fast solution, which is based on the fast method using FFT and implemented with CUDA programming model, consists of parallel FFT, vector vector addition and vector-vector multiplication on GPU. the experimental results show that the GPU-based fast solution compares well with the exact solution. Compared to the known parallel fast solution on 8-core Intel E5-2670 CPU, the overall performance speedup on NVIDIA GTX650 GPU reaches 2.12 times and that on NVIDIA K20C GPU achieves 10.93 times.

关键词： parallel computing GPU fractional differential equation FFT fast solution

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Towards Robust Resource Allocations via Performance Modeling with Stochastic Process Algebra 18

Towards Robust Resource Allocations via Performance Modeling...

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18th IEEE international conference on Computational Science and Engineering (CSE)

作者： Banicescu, Ioana Srivastava, Srishti Mississippi State Univ Dept Comp Sci & Engn Mississippi State MS 39762 USA

ISBN: (纸本)9781467382977

Recent developments in the field of parallel and distributed computing have led to a proliferation in solving large and computationally intensive mathematical, science, or engineering problems, which consist of several parallelizable parts and several non-parallelizable (sequential) parts. However, such computational environments are often prone to unpredictable variations due to problem, algorithm, and system characteristics. therefore, a robustness study of resource allocations and application scheduling is required to guarantee a desired level of performance. Given an initial workload, a mapping of applications to resources is considered to be robust if that mapping optimizes the execution performance and guarantees a desired level of performance in the presence of unpredictable perturbations at runtime. In this research, a stochastic process algebra, Performance Evaluation Process Algebra (PEPA), is used for obtaining performance of various resource allocations via a numerical analysis of performance modeling of the parallel execution of applications on parallel computing resources. the PEPA performance model is translated into an underlying mathematical Markov chain model for obtaining performance measures. Further, a robustness analysis of various allocations is performed for finding a robust mapping from a set of initial mapping schemes. the numerical results obtained from this performance modeling of resource allocations have been validated by the simulation results of earlier research which were made available in the existing literature, thus underscoring the significance and benefits of using stochastic process algebra models and the related numerical analysis in providing a cost effective and low overhead analysis of robustness.

关键词： Performance modeling Performance evaluation Robustness analysis parallel computing Process algebra Stochastic computing environment

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Data Dependency based parallel Simulation of Wireless Networks 15

Data Dependency based Parallel Simulation of Wireless Networ...

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18th ACM international conference on Modelling, Analysis and Simulation of Wireless and Mobile systems (MSWiM)

作者： Stoffers, Mirko Sehy, Torsten Gross, James Wehrle, Klaus Rhein Westfal TH Aachen Commun & Distributed Syst Aachen Germany KTH Royal Inst Technol Sch Elect Engn Stockholm Sweden

ISBN: (纸本)9781450337625

Simulation of wireless systems is highly complex and can only be efficient if the simulation is executed in parallel. To this end, independent events have to be identified to enable their simultaneous execution. Hence, the number of events identified as independent needs to be maximized in order to increase the level of parallelism. Traditionally, dependencies are determined only by time and location of events: If two events take place on the same simulation entity, they must be simulated in timestamp order. Our approach to overcome this limitation is to also investigate data-dependencies between events. this enables event reordering and parallelization even for events at the same simulation entity. To this end, we design the simulation language PSimLa, which aids this process. In this paper, we discuss the PSimLa design and compiler as well as our data-dependency analysis approach in detail and present case studies of wireless network models, speeded up by a factor of 10 on 12 cores where time-based parallelization only achieves a 1.6x speedup.

关键词： parallel simulation Static code analysis Data dependencies

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Hybrid Communication Topology and Protocol for distributed-Controlled Cascade H-Bridge Multilevel STATCOM 18

Hybrid Communication Topology and Protocol for Distributed-C...

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18th international conference on Electrical Machines and systems (ICEMS)

作者： Zhang, Chao Geng, Hua Li, Shuzhen Yang, Geng Dong, Lei Beijing Inst Technol Sch Automat Beijing Peoples R China Tsinghua Univ Dept Automat Beijing Peoples R China

ISBN: (纸本)9781479988051

distributed control scheme is preferred in the application of the multiple modules based system due to its simple structure, low maintenance and high scalability. this paper proposed a hybrid communication topology and protocol to realize the distributed control applied in the cascade H-bridge (CHB) multilevel static synchronous compensator (STATCOM) with master and slave controllers. In the same layer of the three-phase modules, the three slave controllers communicate with the master controller by the fundamental ring loop. In different layers of the three-phase modules, communication loops operate in parallel. In order to avoid the slow real-time response of the traditional ring communication structure which is not adaptive to power electronic facilities, this paper proposed a routing switching protocol. By switching the communication between the modified control data and fault signals, the protocol can achieve both quick control and fault response. Moreover, the synchronization among different modules are also dealt with by the proposed protocol. the topology and protocol are evaluated in the FPGA based control platform and the CHB multilevel STATCOM prototype. the experimental results verified the validity, flexibility and reliability of the proposed topology and protocol.

关键词： Static synchronous compensators

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Allocation of parallel Real-Time Tasks in distributed Multi-core Architectures Supported by an FTT-SE Network 28

Allocation of Parallel Real-Time Tasks in Distributed Multi-...

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28th international conference on Architecture of computing systems (ARCS)

作者： Garibay-Martinez, Ricardo Nelissen, Geoffrey Ferreira, Luis Lino Pinho, Luis Miguel ISEP IPP CISTER INESC TEC Res Ctr P-4200072 Oporto Portugal

ISBN: (纸本)9783319160863;9783319160856

distributed real-time systems such as automotive applications are becoming larger and more complex, thus, requiring the use of more powerful hardware and software architectures. Furthermore, those distributed applications commonly have stringent real-time constraints. this implies that such applications would gain in flexibility if they were parallelized and distributed over the system. In this paper, we consider the problem of allocating fixed-priority fork-join parallel/distributed real-time tasks onto distributed multi-core nodes connected through a Flexible Time Triggered Switched Ethernet network. We analyze the system requirements and present a set of formulations based on a constraint programming approach. Constraint programming allows us to express the relations between variables in the form of constraints. Our approach is guaranteed to find a feasible solution, if one exists, in contrast to other approaches based on heuristics. Furthermore, approaches based on constraint programming have shown to obtain solutions for these type of formulations in reasonable time.

关键词： Constraint programming Real-time parallel tasks distributed multi-core architectures

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An Efficient Transmission Method for Bulk Data Based on Network Coding in Delay Tolerant Network 15

An Efficient Transmission Method for Bulk Data Based on Netw...

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18th ACM international conference on Modelling, Analysis and Simulation of Wireless and Mobile systems (MSWiM)

作者： Chen, Wancheng Bai, YueBin Liang, Jiaojiao Liu, Wenjia Wang, Rui Mo, Xiaoyun Luo, Ziming Beihang Univ Sch Comp Sci & Engn State Key Lab Software Dev Environm Beijing Peoples R China Natl Univ Def Technol Sch Comp Sci Natl Lab Parallel & Distributed Proc Changsha Hunan Peoples R China Harbin Engn Univ Coll Comp Sci & Technol Harbin Peoples R China

ISBN: (纸本)9781450337625

With nodes in Delay Tolerant Network(DTN) distributing sparsely and moving rapidly, they usually suffer from intermittent connections and communications, thus bringing about limited message forwarding opportunities. All these could lead to inefficient forwarding, low delivery, long latency and limited transmission capacity in performance. In this paper, efficient encoding and decision methods are presented and integrated into the DTN routing strategy. the custody-encoding-forwarding mode is designed by merging the random linear network coding into the DTN routing, together with the replica re-allocation and memory management, and built on that encoding scheme, the intra/inter flow adaptive collaborative network coding is elaborated to implement the fresh custody-decision-encoding-forwarding mode. A decision-making strategy based on Bayesian Network(BN) measures the "degree" in a specific generation in networks by taking comprehensive consideration of current and historical network conditions to enhance the network robustness and self-adaptivity. By evaluating the delivery, delay and overhead performance on ONE and MATLAB platforms, the effectiveness of proposed strategies is validated in the end.

关键词： network coding DTN Bayesian Network decision-making performance

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