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检索条件"任意字段=International Symposium on Software Engineering for Parallel and Distributed Systems"

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Interactive grid-based free-form shape modeling 06

Interactive grid-based free-form shape modeling

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6th IEEE international symposium on Cluster Computing and the Grid, 2006. CCGRID 06

作者： Anthony Chong, S.K. Levinski, Konstantin Sourin, Alexei School of Computer Engineering Nanyang Technological University Singapore Singapore

ISBN: (纸本)0769525857

Geometric shape modeling becomes increasingly complex and resource-demanding task. In this paper we propose a method to leverage the power of Grid to provide users with high-precision free-form shape modeling environment. Function-based representation allows for defining shapes with an unlimited level of detail while keeping a small size of the model. The model compactness allows us to create optimal infrastructure for distributing work between processing nodes. A novel parallel surface extraction algorithm was proposed to avoid a uniform sampling of the defining function. Only points located close to the surface of the shape are sampled. A protocol for interactive communication between the user of the modeling system and the processing modules in Grid has been developed to support shape modification, visualization with arbitrary precision and dynamic load-dependent allocation of computing resources during the modeling session. © 2006 IEEE.

关键词： distributed computer systems

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Intelligent architecture for automatic resource allocation in computer clusters

Intelligent architecture for automatic resource allocation i...

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international symposium on parallel and distributed Processing (IPDPS)

作者： S. Corsava V. Getov Harrow School of Computer Science University of Westminster London UK

As the need for more reporting and assessment of information increase exponentially, computer-based applications consume resources at an alarmingly rapid rate. Therefore, traditional techniques for managing resource allocation, topology and systems need urgent revision. In this paper, we present an intelligent architecture that introduces a new strategy for managing resource discovery, allocation and dynamic reconfiguration at run-time. Our building methodology involves the employment of new types of clustered systems based on large application groupings, each having a master cluster controller. Each controlling engine consists of self-healing intelligent entities that can compensate for a variety of software or hardware problems. We also present evaluation results of extensive experiments in a production environment, which demonstrate the advantages of our approach.

关键词： Computer architecture Resource management Application software Computer applications Topology Runtime Buildings Employment Control systems Engines

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Tool supporting the co-design of control systems and their real-time implementation: Current status and future directions

Tool supporting the co-design of control systems and their r...

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Joint 2006 IEEE Conference on Control Applications (CCA), Computer-Aided Control systems Design symposium (CACSD) and international symposium on Intelligent Control (ISIC)

作者： Törngren, Martin Henriksson, Dan Årzen, Karl-Erik Cervin, Anton Hanzalek, Zdenek Division of Mechatronics Dept. of Machine Design Kungliga Tekniska Högskolan SE-100 44 Stockholm Sweden Dept. of Automatic Control Lund Institute of Technology Faculty of Electrical Engineering Czech Technical University Prague

ISBN: (纸本)0780397975

Control systems design has traditionally been treated separately from the design of its software and hardware implementation. The increasing use of embedded control in for example distributed, safety critical and mass-produced systems has caused an increasing need for the simultaneous consideration of the control system and its implementation platform during development. To this end, there is a need for both theoretical contributions and supporting tools that assist designers in understanding and analyzing the intricate relationships between the qualities, such as control performance, robustness and cost, and design parameters related to control system and platform design. This paper explores issues in co-design. A number of representative tools are compared with the purposes of illustrating different approaches concerning the levels of abstraction, analysis vs. synthesis features, constraints addressed and usability features. A perspective to the co-design tools is also provided, where opportunities and challenges for future design environments are discussed. © 2006 IEEE.

关键词： Control systems

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VPRI: Efficient I/O Page Fault Handling via software-Hardware Co-Design for IaaS Clouds 24

VPRI: Efficient I/O Page Fault Handling via Software-Hardwar...

引用

30th ACM symposium on Operating systems Principles, SOSP 2024

作者： Guo, Kaijie Li, Dingji Luo, Ben Shen, Yibin Peng, Kaihuan Luo, Ning Dai, Shengdong Liang, Chen Song, Jianming Yang, Hang Zhang, Xiantao Mi, Zeyu Alibaba Cloud Hangzhou China Institute of Parallel and Distributed Systems Shanghai Jiao Tong University China Engineering Research Center for Domain-specific Operating Systems Ministry of Education China

ISBN: (纸本)9798400712517

Device pass-through has been widely adopted by cloud service providers to achieve near bare-metal I/O performance in virtual machines (VMs). However, this approach requires static pinning of VM memory, making on-demand paging unavailable. The hardware device I/O page fault (IOPF) capability offers an optimal solution to this limitation. Current IOPF approaches, using either standard IOMMU capabilities (ATS+PRI) or devices with independent IOMMU implementations, have not gained widespread adoption in public Infrastructure-as-a-Service clouds. This is due to high costs, platform dependency, and significant impacts on performance and service level objectives (SLOs). We present the Virtualized Page Request Interface (VPRI), a novel IOPF system developed through software-hardware collaboration. VPRI is not only platform-independent, free from address translation complexities, but also cost-effective, and designed to minimize SLO impact. Our work enables large-scale deployment of IOPF capability in Alibaba Cloud with negligible impact on SLOs. When integrated with memory management software, it significantly enhances memory utilization in public IaaS clouds, effectively overcoming the static memory pinning restriction associated with pass-through devices. © 2024 Copyright is held by the owner/author(s). Publication rights licensed to ACM.

关键词： Infrastructure as a service (IaaS)

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Bitmap indexes for large scientific data sets: a case study 06

Bitmap indexes for large scientific data sets: a case study

引用

international symposium on parallel and distributed Processing (IPDPS)

作者： R.R. Sinha S. Mitra M. Winslett Department of Computer Science University of Illinois Urbana-Champaign Urbana-Champaign IL USA

ISBN: (纸本)9781424400546

The data used by today's scientific applications are often very high in dimensionality and staggering in size. These characteristics necessitate the use of a good multidimensional indexing strategy to provide efficient access to the data. Researchers have previously proposed the use of bitmap indexes for high-dimension scientific data as a way of overcoming the drawbacks of traditional multidimensional indexes such as R-trees and KD-trees, which are bulky and whose performance does not scale well as the number of dimensions increases. However, the techniques proposed in previous work on bitmap indexes are not sufficient to address all problems that arise in practice. In experiments with real datasets, we experienced problems with index size and query performance. To overcome these shortcomings, we propose the use of adaptive, multilevel, multi-resolution bitmap indexes, and evaluate their performance in two scientific domains. Our preliminary experiments with a parallel query processor and index creator also show that it is very easy to parallelize a bitmap index

关键词： Computer aided software engineering Libraries Information retrieval Application software Multidimensional systems MODIS Satellites Computer science Indexing Instruments

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Job Rotation for the Competencies Maintaining: A Case Study in IT Project Management 20th

Job Rotation for the Competencies Maintaining: A Case Study ...

引用

20th international symposium on distributed Computing and Artificial Intelligence, DCAI 2023

作者： Szwarc, Eryk Golińska-Dawson, Paulina Bocewicz, Grzegorz Banaszak, Zbigniew Faculty of Electronics and Computer Science Koszalin University of Technology Sniadeckich 2 Koszalin75-453 Poland Faculty of Engineering Management Poznan University of Technology ul. Jacka Rychlewskiego 2 Poznań60-965 Poland

ISBN: (纸本)9783031383175

This paper deals with scheduling in software development organizations. A new version of the software project scheduling problem (SPSP) is considered that takes into account the phenomenon of learning and forgetting. Their impact on maintaining the competencies level of employees is important, especially in case of occurrence of unplanned events, such as absenteeism and/or change in the priorities of projects. The paper proposes a new reference declarative SPSP model for proactive planning of assignments of multi-skilled programmers to tasks in the portfolio of a network of activities in IT projects, taking into account forgetting effects. It’s implementation in the constraints programming environment, enables decision-making in project management at software companies. It helps to solve the problem of finding a feasible solution, and identifying conditions under which given expectations are met. The potential of the proposed SPSP model is illustrated by numerical examples. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： software design

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Preserving Privacy of Input Features Across All Stages of Collaborative Learning 21

Preserving Privacy of Input Features Across All Stages of Co...

引用

21st IEEE international symposium on parallel and distributed Processing with Applications, 13th IEEE international Conference on Big Data and Cloud Computing, 16th IEEE international Conference on Social Computing and Networking and 13th international Conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2023

作者： Lu, Jianrong Xue, Lulu Wan, Wei Li, Minghui Zhang, Leo Yu Hu, Shengqing Huazhong University of Science and Technology School of Cyber Science and Engineering Wuhan China Huazhong University of Science and Technology School of Software Engineering Wuhan China Griffith University School of Information and Communication Technology Brisbane Australia Huazhong University of Science and Technology Union Hospital Tongji Medical College Department of Nuclear Medicine Wuhan China

ISBN: (纸本)9798350329223

Collaborative learning is a widely used privacy-preserving distributed training framework where users participate in global training using gradients instead of disclosing their private data. However, gradient inversion attacks have challenged the privacy of this approach by reconstructing private inputs from gradients. While prior works have proposed various defenses against gradient inversion attacks, their privacy assessments have mainly focused on untrained models, lacking consideration for the trained model, which should be the primary focus in collaborative learning. In this context, we first conduct a comprehensive privacy evaluation across all stages of collaborative learning. We uncover the limitations of existing defenses in providing sufficient privacy protection for trained models. To address this challenge, we introduce GradPrivacy, a novel framework tailored to safeguard the privacy of trained models without compromising their performance. GradPrivacy comprises two key components: the amplitude perturbation module, which perturbs gradient parameters associated with critical features to thwart attackers from reconstructing essential input feature information, and the deviation correction module, which effectively maintains model performance by correcting deviations in model update directions from previous rounds. Extensive evaluations demonstrate that GradPrivacy successfully achieves effective privacy preservation, surpassing state-of-the-art methods in terms of the privacy-accuracy trade-off. © 2023 IEEE.

关键词： Economic and social effects

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Approaches to evaluate performance of MICO as distributed automotive software platform

Approaches to evaluate performance of MICO as distributed au...

引用

international symposium on Autonomous Decentralized systems (ISADAS)

作者： Issei Abe Yukikazu Nakamoto Hiroyuki Terada Tatsunori Osaki Graduate School of Applied Informatics University of Hyogo Kobe Japan

The size and complexity of large-scale distributed embedded systems such as automotive and process control have increased recently. Sophisticated systems in distributed systems that are safe and environment friendly require numerous types of sensor data, which are collected from various devices and sent to computers through networks. In order to develop large-scale distributed embedded systems, distributed object technology such as CORBA is widely used. In this study, we focus our attention on MICO, an implementation of CORBA; we study the performance of MICO and the overhead of a sample distributed system. MICO can be used for developing an execution environment platform for distributed embedded system software.

关键词： Automotive engineering software performance Embedded system Large-scale systems Process control Sensor systems Computer networks distributed computing Embedded software software systems

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Automatic array alignment as a step in hierarchical program transformation

Automatic array alignment as a step in hierarchical program ...

引用

international symposium on parallel Processing

作者： B. Cukic F.B. Bastani Department of Computer Science University of Houston Houston TX USA

Presents an original approach to automatic array alignment, the step in the hierarchical transformation system aimed at the efficient execution of shared memory programs on distributed memory machines. The array alignment algorithm deals with a broad set of intra-dimension and inter-dimension alignment preferences, including offsets, strides, permutations, embeddings, and their combinations. The authors discuss the algorithm and the tests performed on the Connection Machine CM-2.< >

关键词： Data mining parallel programming Computer science software testing Performance evaluation software performance parallel machines Operating systems distributed computing Prototypes

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Enhancing application robustness through adaptive fault tolerance

Enhancing application robustness through adaptive fault tole...

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international symposium on parallel and distributed Processing (IPDPS)

作者： Zhiling Lan Yawei Li Ziming Zheng Prashasta Gujrati Department of Computer Science Illinois Institute of Technology USA

As the scale of high performance computing (HPC) continues to grow, application fault resilience becomes crucial. To address this problem, we are working on the design of an adaptive fault tolerance system for HPC applications. It aims to enable parallel applications to avoid anticipated failures via preventive migration, and in the case of unforeseeable failures, to minimize their impact through selective checkpointing. Both prior and ongoing work are summarized in this paper.

关键词： Robustness Fault tolerance Application software Checkpointing High performance computing Resilience Adaptive systems Runtime Computer science Fault tolerant systems

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