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Studying the performance of overlapping communication and computation by active message: Inuktitut case

Studying the performance of overlapping communication and co...

引用

iasted international conference on parallel and distributed computing and Networks, as part of the 24th iasted international Multi-conference on APPLIED INFORMATICS

作者： Le-Khac, Nhien-An Laboratoire ID-IMAG ENSIMAG ZIRST 51 avenue Jean Kuntzmann 38330 Montbonnot Saint Martin France

ISBN: (纸本)0889865701

Overlapping of communication and computation has been intuitively used for a long time to improve the performance of parallel computing. One of approaches which allow increasing the ability of this overlapping is to use active message. This paper presents the study of the overlapping communication/computation performance of INUKTITUT, an interface based on active message. This interface allows effectively and easily carrying of parallel programming high-level environments such as Athapascan on the computing clusters. We will present in this paper different performance evaluations of INUKTITUT on overlapping potential.

关键词： parallel processing systems

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Communication-conscious mapping of regular nested loop programs onto massively parallel processor arrays

Communication-conscious mapping of regular nested loop progr...

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18th iasted international conference on parallel and distributed computing and systems

作者： Siegel, Sebastian Merker, Renate Hannig, Frank Teich, Juergen Tech Univ Dresden Inst Circuits & Syst D-01062 Dresden Germany Univ Erlangen Nurnberg Dept Comp Sci 12 D-91058 Erlangen Germany

ISBN: (纸本)9780889866386

Methods for an efficient mapping of algorithms to parallel architectures are of utmost importance because many state-of-the-art embedded digital systems deploy parallelism to increase their computational power. This paper deals with the mapping of loop programs onto processor arrays implemented in an FPGA or available as (reconfigurable) coarsegrained processor architectures. Most existing work is closely related to approaches from the DSP domain and is not able to exploit the full parallelism of a given algorithm and the computational potential of a typical 2-dimensional array. In contrast, we present a mapping methodology which incorporates many important parameters of the target architecture in one approach. These are: number of processing elements, resources of the data path and memory within a processing element, and interconnection within the processor array. Based on these parameters, we formulate an optimization problem whose solution specifies an efficient mapping of an algorithm to the target architecture. We can optimize for speed of the algorithm and/or hardware cost caused by the communication and computation resources of the architecture.

关键词： processor array interconnection data path hardware mapping integer linear programming

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A resource management system for data-intensive applications in desktop grid environments

A resource management system for data-intensive applications...

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18th iasted international conference on parallel and distributed computing and systems

作者： Toyama, Toshiaki Yamada, Yoshito Konishi, Katsumi Kogakuin Univ Grad Sch Informat Dept Comp Sci & Commun Engn Tokyo Japan Tokyo Inst Technol Grad Sch Engn Dept Commun & Integrated Syst Tokyo Japan Kogakuin Univ Fac Informat Dept Comp Sci Tokyo Japan

ISBN: (纸本)9780889866386

Grid computing using idle desktop PCs is popular as a low-cost platform for high-throughput applications. However, they require high-cost data transfer systems from file servers to calculating nodes when very large amounts of data are handled. This high cost derives from inexpensive I/O of worker PCs and small inexpensive file systems of desktop grid computing. This work describes a desktop grid computing system and proposes a resource management system for volume visualization. The resource management system proposed in this work overcomes problems with high-cost data transfer and helps us to use desktop grid computing for data-intensive applications. The resource management system provides efficient scheduling while considering the data file location and consists of three technical parts: resource management, multiple data replication, and worker selection. The proposed system uses these techniques to make an intelligent reuse of data which has been previously copied. This paper evaluates the proposed system compared with a traditional system that does not consider data file location. The proposed resource management System provides efficient scheduling and appears to achieve good performance for data-intensive applications.

关键词： desktop grid computing PC grid resource management data-intensive applications volume visualization parallel visualization

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How to improve the scalability of an industrial parallel reservoir simulator

How to improve the scalability of an industrial parallel res...

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18th iasted international conference on parallel and distributed computing and systems

作者： Gratien, Jean-Marc Guignon, Thomas Magras, Jean-Francois Quandalle, Philippe Ricois, Olivier IFP Energies Nouvelles 1 & 4 Av Bois Preau F-92852 Rueil Malmaison France

ISBN: (纸本)9780889866386

Reservoir Engineering industry is very interested in using ever growing dataset with more and more complex physics and detailed models. The key issue still remains running simulations in an acceptable CPU time. Regarding the trend in hardware technologies, the challenge is to improve the efficiency of reservoir simulation software on a large number of processors. New numerical difficulties and performance problems appear when the number of cells and the number of processors are growing. In this paper, we present different approaches to overcome these kinds of problems. We discuss technical choices such like advanced scalable linear solver algorithm, load balancing issue with different domain decomposition strategies, dynamic space criteria, mesh partitioner strategy and parallel solver performance management, flexible 10 strategy from simple file system to more complex parallel file system or database. We have developed and benchmarked these different solutions on published reference large scale problems and actual case studies with several tens millions of cells. We analyse the results and discuss the efficiency of each solution to overcome the scalability difficulties and performance limitations due to load unbalance.

关键词： cluster reservoir simulation solver parallel IO scalability

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Power-aware parametric dispatching in distributed real-time systems

Power-aware parametric dispatching in distributed real-time ...

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18th iasted international conference on parallel and distributed computing and systems

作者： Elsharkawy, Sameh M. Younis, Mohamed F. Moulds, Clint Catholic Univ Amer Dept Elect Engn & Comp Sci Washington DC 20064 USA Univ Maryland Baltimore Cty Dept Elect Engn & Comp Sci Baltimore MD 21228 USA

ISBN: (纸本)9780889866386

The majority of battery operated computing devices have the capability to employ Dynamic Voltage Scaling (DVS) as an effective method to minimize the power used by their processors. Algorithms employing DVS in real-time systems must guarantee the satisfaction of all tasks' timing constraints while minimizing power consumption. In this paper, we present a framework for scheduling and dispatching a distributed set of hard real-time tasks with relative timing constraints. In our approach, the scheduler employs the parametric real-time scheduling methodology to provide on-time completion guarantees for periodic hard real-time tasks. Moreover, the scheduler associates with each hard real-time task a feasibility range parameterized by timing parameters generated at run-time. The run-time dispatcher uses this information to calculate the system's dynamic slack time. It uses the slack time to set the CPU speed using DVS in the time interval till the next scheduling point. The dispatcher reclaims the additional slack generated when a job uses fewer execution cycles than its worst-case estimate to further reduce power consumption. The proposed power-aware dispatching method has running-time of O(1) with no need for off-line computations. Our simulation results show significant improvement in power savings over previously presented DVS-based scheduling methods.

关键词： real-time scheduling power management Digital Voltage Scaling distributed systems parametric dispatching

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Evaluation of replication and rescheduling heuristics for grid systems with varying resource availability

Evaluation of replication and rescheduling heuristics for gr...

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18th iasted international conference on parallel and distributed computing and systems

作者： Chtepen, Maria Dhoedt, Bart De Turck, Filip Demeester, Piet Claeys, Filip H. A. Vanrolleghem, Peter A. Univ Ghent INTEC Dept Informat Technol Sint Pietersnieuwstr 41 B-9000 Ghent Belgium Univ Ghent Dept Appl Math Biometr & Proc Control BIOMATH B-9000 Ghent Belgium

ISBN: (纸本)9780889866386

As grids typically consist of heterogeneously managed subsystems with strongly varying resources, resource availability should be taken into account in the job scheduling process. This paper introduces several dynamic online scheduling heuristics that reduce task loss and execution delay resulting from resource failures. ne heuristics are based upon task replication and rescheduling of failed tasks. Characteristic to the proposed methods is the relative simplicity and the efficiency with which they are dealing with dynamic grid environments. For tuning and evaluation of the algorithms, a discrete-event simulation framework was used. Grid systems with high and low system load. as well as varying failure patterns were investigated. The experiments have shown that the proposed failure detection based heuristics provide for almost lossless task execution but can decrease system performance. while replication-based algorithms generally result in good throughput on unreliable non-excessively loaded grids, however without giving a guarantee on the number of jobs lost.

关键词： grid computing dynamic scheduling task replication failure detection

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A case study on grid performance modeling

A case study on grid performance modeling

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18th iasted international conference on parallel and distributed computing and systems

作者： Lu, Baochuan Apon, Amy Dowdy, Larry Robinson, Frank Hoffman, Doug Brewer, Denny Univ Arkansas Comp Sci & Comp Engn Fayetteville AR 72701 USA Vanderbilt Univ Elect Engn & Comp Sci Nashville TN 37235 USA Acxiom Corp Conway AR USA

ISBN: (纸本)9780889866386

The purpose of this case study is to develop a performance model for an enterprise grid for performance management grid capacity planning(1). The target environment includes,grid applications such as health-care arid financial services where the data is located primarily within the resources of a worldwide corporation. The approach is to build a discrete event simulation model for a representative work-flow grid. Five work-flow classes, found using a customized k-means clustering algorithm characterize the workload of the grid. Analyzing the gap between the simulation arid measurement data validates the model. The case study demonstrates that the simulation model can be used to predict the V a given a workload forecast. The,rid system performance model is also used to evaluate alternative scheduling strategies. The simulation model is flexible arid easily incorporates several system details.

关键词： grid computing performance modelling capacity planning discrete-event simulation JavaSim case study

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Approximating the Buffer Allocation Problem using epochs

Approximating the Buffer Allocation Problem using epochs

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18th iasted international conference on parallel and distributed computing and systems

作者： Pedersen, Jan Baekgaard Brodsky, Alex Univ Nevada Sch Comp Sci 4505 Maryland Pkwy Las Vegas NV 89154 USA Univ Winnipeg Dept Appl Comp Sci Winnipeg MB R3B 2E9 Canada

ISBN: (纸本)9780889866386

The correctness of applications that perform asynchronous message passing typically relies on the underlying hardware having a sufficient amount of memory (message buffers) to hold all undelivered messages-such applications may deadlock when executed on a system with an insufficient number of message buffers. Thus, determining the minimum number of buffers that an application needs to prevent deadlock is an important task when writing or porting parallel applications. Unfortunately, both this problem (called the Buffer Allocation Problem) and the simpler problem of determining whether an application may deadlock for a given number of available message buffers are intractable [1]. We present a new epoch-based polynomial-time approach for approximating the Buffer Allocation Problem. Our approach partitions application executions into epochs and intersperses barrier synchronizations between them, thus limiting the number of message buffers necessary to ensure deadlock-freedom. This approach produces near optimal solutions for many common cases and can be adapted to guide application modifications that ensure deadlock freedom when the application is ported. Lastly, we describe a space-time trade-off between the number of available message buffers and the number of barrier synchronizations, and describe how this trade-off can be used to fine-tune application performance.

关键词： resource allocation parallel programming message passing systems

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Design of the SAgent security framework for JADE

Design of the SAgent security framework for JADE

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18th iasted international conference on parallel and distributed computing and systems

作者： Gunupudi, Vandana Tate, Stephen R. Univ North Texas Dept Comp Sci & Engn Denton TX 76203 USA

ISBN: (纸本)9780889866386

In this paper, we present the design of SAgent, a general-purpose mobile agent security framework. SAgent is designed for comprehensive protection of mobile agent computations and data in potentially hostile environments and works with the JADE (Java Agent DEvelopment) platform [1], a FIPA-compliant multi-agent environment. Using good software engineering design techniques of software reusability and abstraction, SAgent allows agent protection protocols and applications to be developed independently of each other. To accomplish this, a clean conceptual framework is presented which encapsulates in several general class interfaces the common security functionality required by secure agent applications. Since SAgent is designed to generically protect the computations of mobile agent applications, we provide implementations of two secure multiagent protocols that protect the confidentiality of agent data as well as implementations of four methods that protect the integrity of mobile agent data. Experimental results showing the feasibility of these methods are available in separate publications [2] [3]. The goal of SAgent is to provide a framework where proposed theoretical techniques can be used and experimentally evaluated. SAgent allows a new security provider to implement and experiment with new techniques for protecting mobile agents in a well-defined manner and is generic enough to support both software-based and hardware-based protections.

关键词： software development software reuse distributed agents mobile agent security frameworks for mobile agents

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Efficient routing in non-uniform DHTs for range query support

Efficient routing in non-uniform DHTs for range query suppor...

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18th iasted international conference on parallel and distributed computing and systems

作者： Abdallah, Maha Buyukkaya, Eliya Univ Paris 06 LIP6 8 Rue Capitaine Scott F-75015 Paris France

ISBN: (纸本)9780889866386

By randomly mapping items and nodes to a common address space, most P2P index structures based on DHTs provide only exact match data look-ups. This compromises their use in data-oriented applications where more advanced query facilities, such as range queries, are needed. We have previously proposed a P2P index structure that refines the Chord DHT by mapping data items to the Chord address space in an order-preserving way. Load balancing of skewed data is then achieved deterministically by pulling nodes to zones where too many data items reside. However, based on Chord's underlying routing infrastructure, our previous solution can no longer ensure logarithmic routing cost when the node distribution over the address space becomes highly skewed. In this paper, we push our previous study one step further and propose a simple yet efficient refinement to Chord's routing component. By offering nodes more flexibility in the choice of their neighbors, our solution ensures logarithmic routing cost, with high probability. Most importantly, our solution is dynamic in the sense that it adapts to any node distribution, including highly adversarial ones.

关键词： peer-to-peer systems distributed hash tables (DHTs) range queries routing load-balancing

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