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Runtime task mapping based on hardware configuration reuse

Runtime task mapping based on hardware configuration reuse

引用

International Conference on Reconfigurable Computing and FPGAs

作者： Sigdel, Kamana Galuzzi, Carlo Bertels, Koen Thompson, Mark Pimentel, Andy D. Computer Engineering Group TU Delft Netherlands Systems Architecture Group UvA Netherlands

ISBN: (纸本)9780769543147

In this paper, we propose a new heuristic for runtime task mapping of application(s) onto reconfigurable architectures. The heuristic is based on hardware configuration reuse, which tries to avoid the reconfiguration overhead of few selected tasks, by reusing the hardware configurations already available in the reconfigurable hardware. We evaluate our heuristic by performing a mapping of an extended Motion-JPEG application onto a reconfigurable architecture. A large variety of experiments have been conducted on the proposed algorithm for the same reconfigurable architecture model with different FPGA sizes. The obtained result shows up to 45% performance gain by reusing the hardware configurations as suggested by the proposed heuristic, compared to well-known approaches from the state-of-the-art, which do not take into consideration the hardware configuration reuse. © 2010 IEEE.

关键词： Reconfigurable architectures

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A trace-based scenario database for high-level simulation of multimedia MP-SoCs

A trace-based scenario database for high-level simulation of...

引用

International Conference on Embedded computer systems

作者： Van Stralen, Peter Pimentel, Andy D. Computer Systems Architecture Group Informatics Institute University of Amsterdam Netherlands

ISBN: (纸本)9781424479382

High-level simulation and design space exploration nowadays are key ingredients for system-level design of modern multimedia embedded systems. The majority of the work in this area evaluates systems under a single, fixed application workload. In reality, however, the application workload in such systems (i.e., the applications that are concurrently executing and contending for system resources), and therefore the intensity and nature of the application demands, can change dramatically over time. To facilitate the simulation and exploration of different workload scenarios, this paper presents the concept of a so-called scenario database, which has been integrated in our Sesame system-level simulation framework. This scenario database compactly stores application scenarios and allows for generating application workloads - in the form of event traces - belonging to the stored scenarios for the purpose of scenario-aware simulation in Sesame. ©2010 IEEE.

关键词： Database systems

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Servet: A benchmark suite for autotuning on multicore clusters

Servet: A benchmark suite for autotuning on multicore cluste...

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24th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2010

作者： González-Domínguez, Jorge Taboada, Guillermo L. Fraguela, Basilio B. Martín, María J. Touriño, Juan Computer Architecture Group Department of Electronics and Systems University of A Coruña Spain

ISBN: (纸本)9781424464432

The growing complexity in computer system hierarchies due to the increase in the number of cores per processor, levels of cache (some of them shared) and the number of processors per node, as well as the high-speed interconnects, demands the use of new optimization techniques and libraries that take advantage of their features. In this paper Servet, a suite of benchmarks focused on detecting a set of parameters with high influence in the overall performance of multicore systems, is presented. These benchmarks are able to detect the cache hierarchy, including their size and which caches are shared by each core, bandwidths and bottlenecks in memory accesses, as well as communication latencies among cores. These parameters can be used by auto-tuned codes to increase their performance in multicore clusters. Experimental results using different representative systems show that Servet provides very accurate estimates of the parameters of the machine architecture. © 2010 IEEE.

关键词： Benchmarking

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Ensuring privacy in a Distributed Video Coding surveillance scenario

Ensuring privacy in a Distributed Video Coding surveillance ...

引用

IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin)

作者： J. L. Martínez J.M. Villalón J.H. Parreño P. Cuenca H. Kalva Architecture and Technology of Computing Systems Group Complutense University Ciudad Universitaria s/n Madrid SPAIN Instituto de Investigacion en Informatica de Albacete (I3A) Campus Universitario Albacete SPAIN Department of Computer Science and Engineering Florida Atlantic University FL USA

In this paper, a permutation scheme is introduced for Distributed Video Coding. The main goal is to preserve privacy and security in video surveillance video communications and can be adapted for other scenarios. The proposed approach consists to apply permutation based encryption to the DVC scenario. The permutation is defined by a secret key which is required at the decoder for decompression providing security. Simulation results show that the reference architecture and the permutation-based proposed have similar rate distortion performance.

关键词： Encryption Privacy Decoding Correlation Bit rate

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An Interdisciplinary Approach to Designing Adaptive Lighting Environments

An Interdisciplinary Approach to Designing Adaptive Lighting...

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International Conference on Intelligent Environments (IE)

作者： Remco Magielse Philip Ross Sunder Rao Tanir Ozcelebi Paola Jaramillo Oliver Amft Designing Quality in Interaction (DQI) Group Department of Industrial Design Intelligent Lighting Institute (ILI) Eindhoven University of Technology Eindhoven Netherlands System Architecture and Networks (SAN) Group Department of Mathematics and Computer Science Intelligent Lighting Institute (ILI) Eindhoven University of Technology Eindhoven Netherlands Signal Processing Systems (SPS) Group Department of Electrical Engineering Intelligent Lighting Institute (ILI) Eindhoven University of Technology Eindhoven Netherlands

Due to advancements in lighting technologies new opportunities for application emerge. In this paper an interdisciplinary study towards the development of adaptive lighting environments is presented. An implementation of an adaptive lighting environment is made in the domain of office work. For evaluation, experts from the domains of human-system interaction, activity and context recognition, and system architecture design are interviewed. Contributions are made with regard to the implementation of the adaptive lighting in office environments and an evaluation method that is in line with the interdisciplinary approach. From the evaluation method insights in the fields of human-computer interaction, activity and context recognition and system architecture and (wireless) networking and in topics that span across these fields are gained.

关键词： Indexes

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Workload analysis of SPECmail2009

Workload analysis of SPECmail2009

引用

International Symposium on Information Technology, ITSim

作者： Hitoshi, Oi Sho, Niboshi Computer Architecture and Operating Systems Group University of Aizu Aizu-Wakamatsu Japan

ISBN: (纸本)9781424467181

SPECmail2009 is a new benchmark suite for measuring the performance of corporate mail servers. It assumes the IMAP4 protocol for retrieving messages and a large fraction of transactions are for manipulating hierarchical messages and mail folders from the users connected via high-speed networks. In this paper, we present a performance analysis of SPECmail2009, including disk I/O behavior, quality of service metrics, and CPU time breakdown. The IMAP4's capability of directly manipulating the messages on the server makes SPECmail2009 a highly I/O-bound workload. Our experiments show that a combination of a small but fast access SCSI drive for indexing messages and larger but slower SATA drives for message files can be an option for building a cost-effective mail storage. Both of multiprocessing and multithreading are quite effective for SPECmail2009 especially in the user mode execution. © 2010 IEEE.

关键词： HIgh speed networks

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VMODEX: A visualization tool for multi-objective design space exploration

VMODEX: A visualization tool for multi-objective design spac...

引用

2010 International Conference on Field-Programmable Technology, FPT'10

作者： Taghavi, Toktam Pimentel, Andy D. Computer Systems Architecture Group Informatics Institute University of Amsterdam Amsterdam Netherlands

ISBN: (纸本)9781424489817

VMODEX is an interactive visualization tool to support system-level Design Space Exploration (DSE). It provides insight into the search process of Multi-Objective Evolutionary Algorithms (MOEAs) that are typically used in the DSE process, and therefore it facilitates the analysis of the DSE results. In our tool, we provide several capabilities to be able to handle large design spaces and filter design points according to their objective values to see only preferred solutions. © 2010 IEEE.

关键词： Evolutionary algorithms

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Towards an ESL design framework for adaptive and fault-tolerant MPSoCs: MADNESS or not?

Towards an ESL design framework for adaptive and fault-toler...

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Embedded systems for Real-Time Multimedia (ESTIMedia)

作者： Emanuele Cannella Lorenzo Di Gregorio Leandro Fiorin Menno Lindwer Paolo Melonr Olaf Neugebauer Andy Pimentel Leiden Institute of Advanced Computer Science Leiden University The Netherlands Lantiq Deutschland GmbH Neubiberg Germany Faculty of Informatics University of Lugano Switzerland Silicon Hive BV High Tech Campus 83 Eindhoven The Netherlands DIEE - Department of Electrical and Electronic Engineering University of Cagliari Cagliari Italy Informatik Centrum Dortmund Dortmund Germany Computer Systems Architecture Group University of Amsterdam The Netherlands

The MADNESS project aims at the definition of innovative system-level design methodologies for embedded MP-SoCs, extending the classic concept of design space exploration in multi-application domains to cope with high heterogeneity, technology scaling and system reliability. The main goal of the project is to provide a framework able to guide designers and researchers to the optimal composition of embedded MPSoC architectures, according to the requirements and the features of a given target application field. The proposed approach will tackle the new challenges, related to both architecture and design methodologies, arising with the technology scaling, the system reliability and the ever-growing computational needs of modern applications. The methodologies proposed with this project act at different levels of the design flow, enhancing the state-of-the art with novel features in system-level synthesis, architectural evaluation and prototyping. Support for fault resilience and efficient adaptive runtime management is introduced at hardware and middleware level, and considered by the system-level synthesis as one of the optimization factors to be taken into account. This paper presents the first stable results obtained in the MADNESS project, already demonstrating the effectiveness of the proposed methods.

关键词： Hardware Emulation Libraries Program processors Field programmable gate arrays Fault tolerance computer architecture

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Migrating individuals and probabilistic models on dedas: A comparison on continuous functions

Migrating individuals and probabilistic models on dedas: A c...

引用

10th IASTED International Conference on Artificial Intelligence and Applications, AIA 2010

作者： Muelas, Santiago Mendiburu, Alexander LaTorre, Antonio Peña, José-María Dept. of Computer Systems Architecture and Technology Universidad Politécnica de Madrid Spain Intelligent Systems Group Dept. of Computer Architecture and Technology University of the Basque Country Spain

ISBN: (纸本)9780889868182

One of the most promising areas in which probabilistic graphical models have shown an incipient activity is the field of heuristic optimization and, in particular, in the Estimation of Distribution Algorithms (EDAs). EDAs constitute a well-known family of Evolutionary Computation techniques, similar to Genetic Algorithms. Due to their inherent parallelism, different research lines have been studied trying to improve EDAs from the point of view of execution time and/or accuracy. Among these proposals, we focus on the so-called island-based models. This approach defines several islands (EDA instances) running independently and exchanging information with a given frequency. The information sent by the islands can be a set of individuals or a probabilistic model. This paper presents a comparative study of both information exchanging techniques for a univariate EDA (UMDAg) over a wide set of parameters and problems -the standard benchmark developed for the IEEEWorkshop on Evolutionary Algorithms and other Metaheuristics for Continuous Optimization Problems of the ISDA 2009 Conference. The study concludes that the configurations based on migrating individuals obtain better results.

关键词： Computation theory

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NASA: A generic infrastructure for system-level MP-SoC design space exploration

NASA: A generic infrastructure for system-level MP-SoC desig...

引用

8th IEEE Workshop on Embedded systems for Real-Time Multimedia, ESTIMedia'10

作者： Jia, Zai Jian Pimentel, Andy D. Thompson, Mark Bautista, Tomás Núñez, Antonio Research Institute for Applied Microelectronics University of Las Palmas de Gran Canaria Spain Computer Systems Architecture Group Informatics Institute University of Amsterdam Netherlands

ISBN: (纸本)9781424490868

System-level simulation and design space exploration (DSE) are key ingredients for the design of multiprocessor system-on-chip (MP-SoC) based embedded systems. The efforts in this area, however, typically use ad-hoc software infrastructures to facilitate and support the system-level DSE experiments. In this paper, we present a new, generic system-level MP-SoC DSE infrastructure, called NASA (Non Ad-hoc Search Algorithm). This highly modular framework uses well-defined interfaces to easily integrate different system-level simulation tools as well as different combinations of search strategies in a simple plug-and-play fashion. Moreover, NASA deploys a so-called dimension-oriented DSE approach, allowing designers to configure the appropriate number of, possibly different, search algorithms to simultaneously co-explore the various design space dimensions. As a result, NASA provides a flexible and re-usable framework for the systematic exploration of the multi-dimensional MP-SoC design space, starting from a set of relatively simple user specifications. To demonstrate the distinct aspects of NASA, we also present several DSE experiments in which we, e.g., compare NASA configurations using a single search algorithm for all design space dimensions to configurations using a separate search algorithm per dimension. These experiments indicate that the latter multi-dimensional co-exploration can find better design points and evaluates a higher diversity of design alternatives as compared to the more traditional approach of using a single search algorithm for all dimensions. ©2010 IEEE.

关键词： Embedded systems

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