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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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Real-time distributed and parallel processing for MPEG-4

Real-time distributed and parallel processing for MPEG-4

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IEEE international symposium on Circuits and systems (ISCAS)

作者： Yong He I. Ahmad M.L. Liou Department of EEE Hong Kong University of Science and Technology Hong Kong China

MPEG-4 is currently being developed by MPEG to specify the technologies for supporting current and emerging multimedia applications. Because of its object-based features and flexible toolbox approach, it is much more complex than previous video coding standards. We believe that software-based implementation on parallel and distributed computing systems is a natural and viable option. In this paper, we describe such an approach on the MPEG-4 video encoder using a cluster of workstations. We propose to use hierarchical Petri nets as a modeling tool to describe the temporal relations and time constraints among various video objects at different levels. This would allow us to perform scheduling with a guarantee of synchronization among multiple objects. A dynamic shape-adaptive data parallel approach is used in the spatial domain for further speed-up gain. Our preliminary results indicate that real-time MPEG-4 encoding using distributed and parallel computing is achievable.

关键词： parallel processing MPEG 4 Standard Application software Video coding distributed computing Workstations Petri nets Time factors Processor scheduling Encoding

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A high performance barrier synchronizer and its novel applications in highly parallel systems

A high performance barrier synchronizer and its novel applic...

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international symposium on parallel and distributed Processing (IPDPS)

作者： K. Ghose D.-C. Cheng Department of Computer Science State University of New York Binghamton NY

Conventional approaches for implementing barrier synchronization in large scale systems result in long synchronization times due to memory and network contention. The authors present some applications of a very simple barrier hardware that allows barrier synchronizations to be performed within a few processor cycles. The low latency of this barrier synchronizer and its ability to allow dynamic participation permits several rather unconventional applications like low-latency software combining, scans and determination of extremum values in constant time. This paper presents these applications.< >

关键词： Application software Logic Intelligent networks Hardware Computer science Large-scale systems Delay Zinc Pulse generation Signal generators

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On Resource Allocation in Architectural Models

On Resource Allocation in Architectural Models

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international symposium on Object-Oriented Real-Time distributed Computing

作者： Dionisio de Niz Peter H. Feiler Software Engineering Institute Carnegie Mellon University USA Software Engineering Institute

ISBN: (纸本)9780769531328

Resource allocation decisions are critical for the design of embedded real-time systems. Today's trend to software integration makes these decisions tightly coupled to the software architecture. In this paper we discuss the use of architectural models to guide and maintain the integrity of the resource allocation decision at different levels of refinement of the system design. We discuss the budgeting process to split the development process into different teams, the use of bin packing techniques for low level resource allocation and the isolation strategies to separate the different criticality levels of these systems.

关键词： Resource management Object oriented modeling software systems Computer architecture Embedded system Real time systems Embedded software Runtime software engineering Hardware

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EIF: A Mediated Pass-Through Framework for Inference as a Service 21

EIF: A Mediated Pass-Through Framework for Inference as a Se...

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： Gao, Yiming Wang, Zhen Wu, Weili Lam, Herman University of Florida Department of Electrical & Computer Engineering GainesvilleFL United States The University of Texas at Dallas Department of Electrical & Computer Engineering RichardsonTX75080 United States The University of Texas at Dallas Department of Computer Science RichardsonTX75080 United States

ISBN: (纸本)9798350329223

In order to effectively provide INaaS (Inference-as-a-Service) for AI applications in resource-limited cloud environments, two major challenges must be overcome: achieving low latency and providing multi-tenancy. This paper presents EIF (Efficient INaaS Framework), which uses a heterogeneous CPU-FPGA architecture to provide three methods to address these challenges (1) spatial multiplexing via software-hardware co-design virtualization techniques, (2) temporal multiplexing that exploits the sparsity of neural-net models, and (3) streaming-mode inference which overlaps data transfer and computation. The prototype EIF is implemented on an Intel PAC (shared-memory CPU-FPGA) platform. For evaluation, 12 types of DNN models were used as benchmarks, with different size and sparsity. Based on these experiments, we show that in EIF, the temporal multiplexing technique can improve the user density of an AI Accelerator Unit from 2 × to 6 × , with marginal performance degradation. In the prototype system, the spatial multiplexing technique supports eight AI Accelerators Unit on one FPGA. By using a streaming mode based on a Mediated Pass-Through architecture, EIF can overcome the FPGA on-chip memory limitation to improve multi-tenancy and optimize the latency of INaaS. To further enhance INaaS, EIF utilizes the MapReduce function to provide a more flexible QoS. Together with the temporal/spatial multiplexing techniques, EIF can support 48 users simultaneously on a single FPGA board in our prototype system. In all tested benchmarks, cold-start latency accounts for only approximately 5% of the total response time. © 2023 IEEE.

关键词： Field programmable gate arrays (FPGA)

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international Conference on Security and Privacy in Communication Networks: 10th international ICST Conference, SecureComm 2014, Beijing, China, September 24-26, 2014, Revised Selected Papers, Part I 1

引用

丛书名： Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications engineering 152

2015年

作者： Jing Tian, Jiwu Jing, Mudhakar Srivatsa (eds.)

ISBN: (数字)9783319238296

ISBN: (纸本)9783319238289;9783319238296

This 2-volume set constitutes the thoroughly refereed post-conference proceedings of the 10th international Conference on Security and Privacy in Communication Networks, SecureComm 2014, held in Beijing, China, in September 2014. The 27 regular and 17 short papers presented were carefully reviewed. It also presents 22 papers accepted for four workshops (ATCS, SSS, SLSS, DAPRO) in conjunction with the conference, 6 doctoral symposium papers and 8 poster papers. The papers are grouped in the following topics: security and privacy in wired, wireless, mobile, hybrid, sensor, ad hoc networks; network intrusion detection and prevention, firewalls, packet filters; malware, and distributed denial of service; communication privacy and anonymity; network and internet forensics techniques; public key infrastructures, key management, credential management; secure routing, naming/addressing, network management; security and privacy in pervasive and ubiquitous computing; security & privacy for emerging technologies: VoIP, peer-to-peer and overlay network systems; security & isolation in data center networks; security & isolation in software defined networking.

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A Message-based software Architecture Style for distributed Application

A Message-based Software Architecture Style for Distributed ...

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IEEE international Conference on parallel and distributed Computing, Applications and Technologies (PDCAT)

作者： Guozhen Tan Xinpeng Li Jiankun Wu Hongzhuo Zhao Chengxu Li Computer Science and Engineering Department Dalian University of Technology China

software Architecture (SA) is emerging as an important research area in software engineering and forms the backbone for building successful softwareintensive systems. Based on practical requirements, especially the requirements of distributed applications and Internet applications, a new architectural style referred to as TreeSA is proposed. The primary elements of TreeSA and he message routing mechanism are discussed. Finally, an application based on TreeSA is outlined.

关键词： software architecture Application software Connectors Joining processes Routing Yarn Message passing software engineering Spine Buildings

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A Group Decision Description Language and its Clinical Application 3

A Group Decision Description Language and its Clinical Appli...

引用

3rd World symposium on software engineering, WSSE 2021

作者： Xiao, Liang Hu, Kanyi Fox, John School of Computer Science Hubei University of Technology Hubei China School of Economics and Management Hubei University of Technology Hubei China Department of Engineering Science University of Oxford Oxford United Kingdom

ISBN: (纸本)9781450384094

Group decisions are crucial in solving complex problems successfully across many socio-Technical contexts. The development of distributed group decision systems are problem-specific, literally with no systematic support and so a high level of variability in terms of their effects. There is a lack of generic and comprehensive manner that can support the description of the actual decision-making processes precisely. In this paper, we propose a group decision description language. The language consists of the constructs of agent, protocol, decision rule, and constraint for representing group decisions generically, flexibly, while maintaining local autonomy. A protocol of Triple Assessment for breast cancer has been used as an example to demonstrate its application. The language has been further applied to a Consensus Protocol and a Coordinator Election Protocol to demonstrate its expressiveness. © 2021 ACM.

关键词： Decision making

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A time optimization algorithm for scheduling bag-of-task applications in auction-based proportional share systems

A time optimization algorithm for scheduling bag-of-task app...

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international symposium on Computer Architecture and High Performance Computing (SBAC-PAD)

作者： A. Sulistio R. Buyya Grid Computing and Distributed Systems (GRIDS) Laboratory Department of Computer Science and Software Engineering University of Melbourne Carlton VIC Australia

Grid and peer-to-peer (P2P) network technologies enable aggregation of distributed resources for solving large-scale and computationally-intensive applications. These technologies are well-suited for bag-of-tasks (BoT) applications, because each application consists of many parallel and independent tasks. With multiple users competing for the same resources, the key challenge is to finish a user application within a specified deadline. In this paper, we propose a time optimization algorithm that schedules a user application on auction-based resource allocation systems. These allocation systems, which are based on proportional share, allow users to bid higher in order to gain more resource shares. Therefore, this algorithm adjusts a user bid periodically on these systems in order to finish the application on time.

关键词： Scheduling algorithm Application software Resource management Peer to peer computing Processor scheduling Grid computing Computer applications Large-scale systems Computer networks distributed computing

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Debugging support for Charm++

Debugging support for Charm++

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international symposium on parallel and distributed Processing (IPDPS)

作者： Rashmi Jyothi O.S. Lawlor L.V. Kale Department of Computer Science University of Illinois Urbana-Champaign USA

Summary form only given. This paper describes a parallel debugger and the related debugging support implemented for CHARM++, a data-driven parallel programming language. Because we build extensive debugging support in... 详细信息

关键词： Debugging parallel programming Programming profession Application software Concurrent computing Communication system control Control systems parallel machines Computer science Data mining

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Building Dynamic Computing Infrastructures over distributed Clouds

Building Dynamic Computing Infrastructures over Distributed ...

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IEEE international symposium on parallel and distributed Processing Workshops and Phd Forum (IPDPSW)

作者： Pierre Riteau IRISA INRIA Rennes-Bretagne Atlantique University of Rennes I Rennes France

The emergence of cloud computing infrastructures brings new ways to build and manage computing systems, with the flexibility offered by virtualization technologies. In this context, this PhD thesis focuses on two principal objectives. First, leveraging virtualization and cloud computing infrastructures to build distributed large scale computing platforms from multiple cloud providers, allowing to run software requiring large amounts of computation power. Second, developing mechanisms to make these infrastructures more dynamic. These mechanisms, providing inter-cloud live migration, offer new ways to exploit the inherent dynamic nature of distributed clouds.

关键词： Virtual machining Cloud computing Buildings Operating systems Virtual machine monitors Context Conferences

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