the proceedings contain 45 papers. the topics discussed include: on the number of spanning trees in a mesh structure;polylogarihmic gap between meshes with dynamically separable buses and meshes with statically partit...
ISBN:
(纸本)9781604236446
the proceedings contain 45 papers. the topics discussed include: on the number of spanning trees in a mesh structure;polylogarihmic gap between meshes with dynamically separable buses and meshes with statically partitioned buses;a bus-based recursive mesh for high-performance on-chip systems;designing parallel algorithms on the star graph using orthogonal decomposition;a virtual-channel free mapping for application-specific on-chip torus networks;using abstract state machines to specify a protocol that implements the GWO consistency model;optimizing timing and code size using maximum direct loop fusion;a constraint-based framework for concurrent and distributed programming;and topology and power management routing for reliability in ad-hoc networks.
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.
Docker image storage systems, like Docker registry, often employ deduplication to reduce storage overhead. Existing deduplication methods for these systems detect redundancy at either layer or file level, each with it...
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the proceedings contain 71 papers. the topics discussed include: stock market movement prediction using LDA-online learning model;benefits and challenges in the use of big data and AI;human body model using multiple d...
ISBN:
(纸本)9781538658895
the proceedings contain 71 papers. the topics discussed include: stock market movement prediction using LDA-online learning model;benefits and challenges in the use of big data and AI;human body model using multiple depth camera for gait analysis;multi-label class-imbalanced action recognition in hockey videos via 3D convolutional neural networks;development and reconstitution of software quality measurement and evaluation standards;Hadoop based demography big data management system;recommendation statements identification in clinical practice guidelines using heuristic patterns;estimation improvement of objective scores of answer statements with consideration of semantic similarity;social media comment management using SMOTE and random forest algorithms;an improved partitioning heuristic for solving TSP: an empirical study;interactive distance media learning collaborative based on virtual reality with solar system subject;global minimal diagnosis algorithm for repair incoherent mappings in ontology alignment;and an improvement on ArUco marker for pose tracking using Kalman filter.
the proceedings contain 110 papers. the topics discussed include: detecting correlation violations and data races by inferring non-deterministic reads;efficient barrier synchronization for OpenMP-like parallelism on t...
ISBN:
(纸本)9781479920815
the proceedings contain 110 papers. the topics discussed include: detecting correlation violations and data races by inferring non-deterministic reads;efficient barrier synchronization for OpenMP-like parallelism on the Intel SCC;mark-sharing: a parallel garbage collection algorithm for low synchronization overhead;adaptive packet resizing by spatial locality and data sharing for energy-efficient NOC;file-level, host-side flash caching with Loris;AGIOS: application-guided I/O scheduling for parallel file systems;a distributed cache framework for metadata service of distributed file systems;evaluating optimization strategies for HMMer acceleration on GPU;achieving TeraCUPS on longest common subsequence problem using GPGPUs;on the GPU-CPU performance portability of OpenCL for 3D stencil computations;and wideband channelization for software-defined radio via mobile graphics processors.
the proceedings contain 49 papers. the special focus in this conference is on parallel and distributedcomputing, Applications and Technologies. the topics include: A real-time routing protocol in wireless sensor-actu...
ISBN:
(纸本)9789811359064
the proceedings contain 49 papers. the special focus in this conference is on parallel and distributedcomputing, Applications and Technologies. the topics include: A real-time routing protocol in wireless sensor-actuator network;privacy preserving classification based on perturbation for network traffic;fault diagnosis of a wireless sensor network using a hybrid method;an optimization theory of home occupants’ access data for determining smart grid service;automatic classification of transformed protocols using deep learning;covert timing channel design for uniprocessor real-time systems;parallelization of the DIANA algorithm in openMP;Flash animation watermarking algorithm based on SWF tag attributes;efficient scheduling strategy for data collection in delay-tolerant wireless sensor networks with a mobile sink;analysis of massive e-learning processes: An approach based on big association rules mining;SGNet: Design of optimized DCNN for real-time face detection;A study on L1 data cache bypassing methods for high-performance GPUs;Memory contention aware power management for high performance GPUs;Dynamic selective warp scheduling for GPUs using L1 data Cache locality information;an efficient model and algorithm for privacy-preserving trajectory data publishing;what makes charitable crowdfunding projects successful: A research based on data mining and social capital theory;A SwarmESB based architecture for an european healthcare insurance system in compliance with GDPR;a study on deriving and simulating pre-risk on complex gas facilities for preventing accidents;body gesture modeling for psychology analysis in job interview based on deep spatio-temporal approach;green vs revenue: Data center profit maximization under green degree constraints;evaluation for two bloom filters’ configuration.
this paper presents improvements of the parallel-FIMI method for statical load balancing of mining of all frequent itemsets on a distributed-memory (DM) parallel machine. this method probabilistically partitions the s...
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ISBN:
(纸本)9780889867048
this paper presents improvements of the parallel-FIMI method for statical load balancing of mining of all frequent itemsets on a distributed-memory (DM) parallel machine. this method probabilistically partitions the space of all frequent itemsets into partitions of approximately the same size. the improvements consist in paralelization of the approximate partitioning of the search space and of dynamic reordering of items during construction of prefix-based equivalence classes. the new versions of the method achieve nearly linear speedups up to 10 processors.
In many distributed applications, identifying the sequence of event occurrence is useful. Doing so requires local clocks to be properly synchronized with each other. this paper presents a method of pseudo-synchronizat...
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ISBN:
(纸本)9780889867048
In many distributed applications, identifying the sequence of event occurrence is useful. Doing so requires local clocks to be properly synchronized with each other. this paper presents a method of pseudo-synchronization of clocks by making use of the occurrence time of events included in direct "happened-before" relations. the basic idea is to approximate the actual clock shift between two clocks using the minimum transmission delay of messages between a pair of hosts. Evaluation results suggest that non-base clocks are closely synchronized with a base clock without violating the direct "happened-before" relations.
In this paper parallel approach to the algorithm of discrete exact state estimation is presented. the novel idea of double-layer parallel decomposition of such computational algorithm is explained and results of its f...
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ISBN:
(纸本)9780889867048
In this paper parallel approach to the algorithm of discrete exact state estimation is presented. the novel idea of double-layer parallel decomposition of such computational algorithm is explained and results of its full implementation are showed. Numerical tests of the computational algorithm with discrete exact state estimator in the context of its scalability are included. All of presented results were obtained by the use of MPI library in the Linux cluster.
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