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检索条件"任意字段=20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020"

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20th international conference on algorithms and architectures for parallel processing, ica3pp 2020

20th International Conference on Algorithms and Architecture...

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20th international conference on algorithms and architectures for parallel processing, ica3pp 2020

ISBN: (纸本)9783030602383

the proceedings contain 145 papers. the special focus in this conference is on algorithms and architectures for parallel processing. the topics include: An Improved Heterogeneous Dynamic List Schedule Algorithm;fastthetaJoin: An Optimization on Multi-way Data Stream θ -join with Range Constraints;a Distributed Framework for Online Stream Data Clustering;end-System Aware Large File Transfer Solution for Rich Media Applications over 5G Mobile Networks;broad Learning System with Proportional-Integral-Differential Gradient Descent;Accelerating De Novo Assembler WTDBG2 on Commodity Servers;Typing Everywhere with an EMG Keyboard: A Novel Myo Armband-Based HCI Tool;accelerating Pattern Matching on Intel Xeon Phi Processors;Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores;Efficient Sorting and Join on NVM-Based Hybrid Memory;performance Optimization for Feature Extraction Section of DeepChem;principal Component Analysis for Fingerprint Positioning;priority Based Service Placement Strategy in Heterogeneous Mobile Edge Computing;VTC: A Scheduling Framework Between Soft Real-Time and Hard Real-Time on Multimedia OS;A BSP Based Approach for NFAs Intersection;tight Bound of parallel Request Latency for Erasure-Coded Distributed Storage System;High-Performance Simulations on GPUs Using Adaptive Time Steps;Performance Modeling of Stencil Computation on SW26010 Processors;Optimizing B+ -Tree Searches on Coupled CPU-GPU architectures;OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs;parallel SCC Detection Based on Reusing Warps and Coloring Partitions on GPUs;CANRT: A Client-Active NVM-Based Radix Tree for Fast Remote Access;distributed and parallel Ensemble Classification for Big Data Based on Kullback-Leibler Random Sample Partition;SWAF: A Distributed Solar WSN Adaptive Framework.

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20th international conference on algorithms and architectures for parallel processing, ica3pp 2020

20th International Conference on Algorithms and Architecture...

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20th international conference on algorithms and architectures for parallel processing, ica3pp 2020

ISBN: (纸本)9783030602475

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20th international conference on algorithms and architectures for parallel processing, ica3pp 2020

20th International Conference on Algorithms and Architecture...

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20th international conference on algorithms and architectures for parallel processing, ica3pp 2020

ISBN: (纸本)9783030602444

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algorithms and architectures for parallel processing: 15th international conference, ica3pp 2015 zhangjiajie, China, November 18-20, 2015 proceedings, part IV 15th

Algorithms and architectures for parallel processing: 15th i...

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15th international conference on algorithms and architectures for parallel processing, ica3pp 2015

作者： Wang, Guojun Zomaya, Albert Perez, Gregorio Martinez Li, Kenli Central South University Changsha China The University of Sydney SydneyNSW Australia University of Murcia Murcia Spain Hunan University Changsha China

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algorithms and architectures for parallel processing: 13th international conference, ica3pp 2013, Vietri sul Mare, Italy, December 18-20, 2013, Proceedings, Part I

Algorithms and Architectures for Parallel Processing: 13th I...

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2013年

作者： Joanna KołOdziej Beniamino Di Martino Domenico Talia

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algorithms and architectures for parallel processing: 13th international conference, ica3pp 2013, Vietri sul Mare, Italy, December 18-20, 2013, Proceedings, Part II

Algorithms and Architectures for Parallel Processing: 13th I...

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2013年

作者： Rocco Aversa Joanna KołOdziej Jun Zhang

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19th international conference on algorithms and architectures for parallel processing, ica3pp 2019

19th International Conference on Algorithms and Architecture...

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19th international conference on algorithms andarchitectures for parallel processing, ica3pp 2019

ISBN: (纸本)9783030389604

the proceedings contain 102 papers. the special focus in this conference is on algorithms and architectures for parallel processing. the topics include: Utility-Based Location Distribution Reverse Auction Incentive Mechanism for Mobile Crowd Sensing Network;safeguarding Against Active Routing Attack via Online Learning;reliability Aware Cost Optimization for Memory Constrained Cloud Workflows;null Model and Community Structure in Heterogeneous Networks;an Asynchronous Algorithm to Reduce the Number of Data Exchanges;two-Stage Clustering Hot Event Detection Model for Micro-blog on Spark;mobility-Aware Workflow Offloading and Scheduling Strategy for Mobile Edge Computing;HSpp: Load-Balanced and Low-Latency File Partition and Placement Strategy on Distributed Heterogeneous Storage with Erasure Coding;adaptive Clustering for Outlier Identification in High-Dimensional Data;Improving the parallelism of CESM on GPU;penguin Search Aware Proactive Application Placement;a Data Uploading Strategy in Vehicular Ad-hoc Networks Targeted on Dynamic Topology: Clustering and Cooperation;Cloud Server Load Turning Point Prediction Based on Feature Enhanced Multi-task LSTM;Neuron Fault Tolerance Capability Based Computation Reuse in DNNs;reliability Enhancement of Neural Networks via Neuron-Level Vulnerability Quantization;A Fault Detection Algorithm for Cloud Computing Using QPSO-Based Weighted One-Class Support Vector Machine;paraMoC: A parallel Model Checker for Pushdown Systems;FastDRC: Fast and Scalable Genome Compression Based on Distributed and parallel processing;a parallel Approach to Advantage Actor Critic in Deep Reinforcement Learning;Blockchain-PUF-Based Secure Authentication Protocol for Internet of things;parallel Approach to Sliding Window Sums;selective Velocity Distributed Indexing for Continuously Moving Objects Model;a New Bitcoin Address Association Method Using a Two-Level Learner Model.

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19th international conference on algorithms and architectures for parallel processing, ica3pp 2019

19th International Conference on Algorithms and Architecture...

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19th international conference on algorithms andarchitectures for parallel processing, ica3pp 2019

ISBN: (纸本)9783030389901

the proceedings contain 102 papers. the special focus in this conference is on algorithms and architectures for parallel processing. the topics include: A New Robust and Reversible Watermarking Technique Based on Erasure Code;exit-Less Hypercall: Asynchronous System Calls in Virtualized Processes;automatic Optimization of Python Skeletal parallel Programs;impromptu Rendezvous Based Multi-threaded Algorithm for Shortest Lagrangian Path Problem on Road Networks;FANG: Fast and Efficient Successor-State Generation for Heuristic Optimization on GPUs;DETER: Streaming Graph Partitioning via Combined Degree and Cluster Information;which Node Properties Identify the Propagation Source in Networks?;t/t-Diagnosability of BCube Network;strark-H: A Strategy for Spatial Data Storage to Improve Query Efficiency Based on Spark;SWR: Using Windowed Reordering to Achieve Fast and Balanced Heuristic for Streaming Vertex-Cut Graph Partitioning;multitask Assignment Algorithm Based on Decision Tree in Spatial Crowdsourcing Environment;TIMOM: A Novel Time Influence Multi-objective Optimization Cloud Data Storage Model for Business Process Management;RTEF-pp: A Robust Trust Evaluation Framework with Privacy Protection for Cloud Services Providers;a Privacy-Preserving Access Control Scheme with Verifiable and Outsourcing Capabilities in Fog-Cloud Computing;utility-Aware Edge Server Deployment in Mobile Edge Computing;predicting Hard Drive Failures for Cloud Storage Systems;Efficient Pattern Matching on CPU-GPU Heterogeneous Systems;improving Performance of Batch Point-to-Point Communications by Active Contention Reduction through Congestion-Avoiding Message Scheduling;an Open Identity Authentication Scheme Based on Blockchain;RBAC-GL: A Role-Based Access Control Gasless Architecture of Consortium Blockchain;flexible Data Flow Architecture for Embedded Hardware Accelerators;developing Patrol Strategies for the Cooperative Opportunistic Criminals.

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SwinMixer Detector: A Two-Level Traffic Flow Detection System Based on Swin Transformer and MLP-Mixer 24th

SwinMixer Detector: A Two-Level Traffic Flow Detection Syste...

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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024

作者： Lu, Lu Fang, Menghao Li, Xia Li, Minghui Lei, Tianwei Kong, Zixiao School of Cyber Science and Engineering University of International Relations Beijing100091 China Institute of Disaster and Emergency Medicine Tianjin University Tianjin300072 China Marine Engineering of College Dalian Maritime University Dalian116026 China School of Computer Science and Technology Beijing Institute of Technology Beijing100081 China

ISBN: (纸本)9789819615414

this paper explores the problem of boundary data classification ambiguity that arises when machine learning techniques are applied in the field of intrusion detection. the features and attributes of the boundary data place them in the boundaries or boundaries between different categories in the classification decision, and these data points may be close to the decision boundaries of different categories in the feature space, resulting in relative uncertainty or some ambiguity in their classification. To address this problem, this study innovatively proposes a secondary detection system called the SwinMixer Detector, which utilises the Swin Transformer and MLP-Mixer architecture. the system consists of a primary triage detection platform utilizing Swin Transformer classifier and a secondary detection platform utilizing MLP-Mixer, which can effectively solve the problem of fuzzy classification of boundary data. By validating on the SR-BH2020 dataset and the CIC-DDOS2019 dataset, the method in this paper achieves a precision of 96.40% and 95.81%, respectively, which provides a new research idea and solution for the field of intrusion detection. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： Mixers (machinery)

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Multimodal Summarization with Modality-Aware Fusion and Summarization Ranking 24th

Multimodal Summarization with Modality-Aware Fusion and Su...

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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024

作者： Ye, Xuming Chaomurilige Liu, Zheng Luo, Haoyu Dong, Jun Luo, Yingzhe Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE Minzu University of China Beijing China Hainan International College of Minzu University of China Li’an International Education Innovation pilot Zone Hainan572499 China Faculty of Data Science City University of Macau Macau China

ISBN: (纸本)9789819615278

Existing multimodal summarization methods primarily focus on multimodal fusion to efficiently utilize the visual information for summarization. However, they fail to exploit the deep interaction between textual and visual modality. Moreover, optimizing the model by maximum likelihood estimation (MLE) leads to exposure bias, causing the model to generate the next word that is based on the previously generated erroneous words during inference. To address these challenges, we propose a novel modality-aware fusion module (MAF) with a summarization ranking (SumR) training objective. Specifically, the MAF module exploits the interaction in the multimodal input through multiple fusion layers, and SumR aims to align the probability order predicted by the model with actual quality metrics, therefore it is able to reduce the exposure bias problem during inference. Extensive experiments on a large-scale dataset demonstrate that our method outperforms existing models, achieving superior results in both automatic and human evaluation metrics. the generated multimodal summaries provide richer context and enhance user’s comprehension by combining the key textual information with the relevant visual content. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： Maximum likelihood estimation

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