the proceedings contain 222 papers. the topics discussed include: DRL-deploy: adaptive service function chains deployment with deep reinforcement learning;accuracy vs. efficiency: achieving boththrough hardware-aware...
ISBN:
(纸本)9781665435741
the proceedings contain 222 papers. the topics discussed include: DRL-deploy: adaptive service function chains deployment with deep reinforcement learning;accuracy vs. efficiency: achieving boththrough hardware-aware quantization and reconfigurable architecture with mixed precision;cmss: collaborative modeling of safety and security requirements for network protocols;FGPA: fine-grained pipelined acceleration for depthwise separable CNN in resource constraint scenarios;Dyacon: JointCloud dynamic access control model of data security based on verifiable credentials;understanding the runtime overheads of deep learning inference on edge devices;and alleviating imbalance in synchronous distributed training of deep neural networks.
the proceedings contain 117 papers. the topics discussed include: detection of a novel dual attack in named data networking;fair DMA scheduler for low-latency accelerator offloading;multi-attribute decision-making met...
ISBN:
(纸本)9781665464970
the proceedings contain 117 papers. the topics discussed include: detection of a novel dual attack in named data networking;fair DMA scheduler for low-latency accelerator offloading;multi-attribute decision-making method based on interval intuitionistic trapezoidal fuzzy number to determine the expert weight: note: sub-titles are not captured in Xplore and should not be used;binary-level directed symbolic execution through pattern learning;an efficient metric-based approach for static use-after-free detection;a graph convolution neural network based method for insider threat detection;maintenance worker scheduling for charging pile fault: a multi-agent RL approach;towards secure bilateral friend query with conjunctive policy matching in social networks;structure-noise-aware anchor link prediction across social networks;file system to support secure cloud-based sharing;discovering agent models using process mining: initial approach and a case study;and towards agent-based simulation of the parallel trading market of pharmaceuticals.
In the realm of Connected and Autonomous Vehicles (CAVs), securing Deep Neural Networks (DNNs) poses a critical challenge, particularly in ensuring confidentiality and integrity amidst potential attacks and unauthoriz...
详细信息
parallel production or rule-based systems, like a parallel version of Jess, are needed for real applications. the proposed architecture for a such system is based on a wrapper allowing the cooperation between several ...
详细信息
ISBN:
(纸本)0769524346
parallel production or rule-based systems, like a parallel version of Jess, are needed for real applications. the proposed architecture for a such system is based on a wrapper allowing the cooperation between several instances Of Jess running on different computers. the system has been designed having in mind the final goal to speedup current P system simulators. Preliminary tests show its efficiency it? this particular case and on classical benchmarks.
the support on cluster environments of "legacy protocols" is important to avoid rewriting the code of applications, but this support should not prevent to achieve the maximum communication performance. this ...
详细信息
ISBN:
(纸本)0769524346
the support on cluster environments of "legacy protocols" is important to avoid rewriting the code of applications, but this support should not prevent to achieve the maximum communication performance. this paper addresses this issue by implementing the Berkeley sockets interface over the MMP message passing protocol, which is the lower layer of the Maestro2 cluster communication network. Experimental results show that MMP-Sockets offers a minimum latency of 25 mu s and a maximum throughput of 1250Mbps. these values correspond to a relative increase of 80% for the latency and a decrease of about 30% for the throughput, regarding to a communication based only on MMP However MMP-Sockets increases the compatibility and portability of developed applications.
the proceedings contains 27 papers. Topics discussed include parallelprocessingapplications, distributed shared memory, recursive refinement algorithms for fast task mapping, scheduling in parallel network processin...
详细信息
the proceedings contains 27 papers. Topics discussed include parallelprocessingapplications, distributed shared memory, recursive refinement algorithms for fast task mapping, scheduling in parallel network processing, software tools, adaptive shaping for bandwidth allocation, block decomposition in cluster computing, telecommunication networks, input output systems, multimedia and recovery protocols, computer programming, and asynchronous transfer mode.
the internationalparallel and distributedprocessingsymposium (IPDPS) 2008 panel withthe title "How to avoid making the same Mistakes all over again: What the parallel-processing Community has (failed) to offe...
详细信息
the internationalparallel and distributedprocessingsymposium (IPDPS) 2008 panel withthe title "How to avoid making the same Mistakes all over again: What the parallel-processing Community has (failed) to offer the multi/many-core Generation" sought to provoke discussion on current and recent computer science education in relation to the emergence of fundamentally parallel multi/many-core systems. Is today's/tomorrow's/yesterday's computer science graduate equipped to deal withthe challenges of parallel software development for such systems? Are mistakes from the past being unnecessarily repeated? What are the fundamental contributions of the parallelprocessing research community to the current state of affairs that are possibly being ignored? What are the new challenges that have not been addressed in past parallelprocessing research? How should computer-science education in parallelprocessing look like? Should it be taught at all? To the extent that there was consensus among the panelists, they agreed on the premise for the panel, namely that there is a mismatch in computer-science education concerning parallelism, and that there may be reasons to be concerned. they agreed on stressing the importance of (a) applications as a driving factor in research and education, (b) parallel algorithms, and of (c) focusing on the ease of parallel programming and not exclusively on parallel performance, and cited for instance heterogeneous parallelism and power awareness as new issues for the multi-core generation. the panelists were Hideharu Amano (Keio University), John Gustafson (Clearspeed Technologies), Keshav Pingali (University of Austin, Texas), Vivek Sarkar (Rice University), Uzi Vishkin (University of Maryland), and Katherine Yelick (University of California at Berkeley). the panel was organized and moderated by the author. (c) 2009 Elsevier Inc. All rights reserved.
As Grid architectures provide execution environments that are distributed, parallel and dynamic, applications require to be not only parallel and distributed, but also able to adapt themselves to their execution envir...
详细信息
there are many features that facilitate high performance digital signal processing (DSP) design built into the field programmable gate array (FPGA) architecture. the FPGA can provide all the benefits and has all the f...
详细信息
ISBN:
(纸本)1864352094
there are many features that facilitate high performance digital signal processing (DSP) design built into the field programmable gate array (FPGA) architecture. the FPGA can provide all the benefits and has all the features of a fixed point programmable DSP. the performance advantage of FPGA-based DSP design comes from the ability to build parallel data flow structures internal to the FPGA. FPGA-based DSP offers a scaleable methodology for DSP design implementation based technique uses distributed arithmetic. the scalability of bit-serial and bit-paralleldistributed arithmetic optimizes the design by implementing the DSP function in an optimized FPGA-based DSP solution based on performance requirements.
the international Workshop on Embedded HPC Systems and applications (EHPC) is a forum for the presentation and discussion of approaches, research findings, and experiences in the applications of High Performance Compu...
详细信息
暂无评论