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检索条件"任意字段=22nd International Conference on Distributed Computing and Networking, ICDCN 2021"

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Proceedings - 22nd IEEE/ACIS international conference on Software Engineering, Artificial Intelligence, networking and Parallel/distributed computing, SNPD 2021-Fall

Proceedings - 22nd IEEE/ACIS International Conference on Sof...

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22nd IEEE/ACIS international conference on Software Engineering, Artificial Intelligence, networking and Parallel/distributed computing, SNPD 2021-Fall

ISBN: (纸本)9781665404037

The proceedings contain 55 papers. The topics discussed include: human resource analysis based on used libraries in eclipse projects on GitHub;modified convolutional network for the identification of COVID-19 with a mobile system;which dependency was updated? exploring who changes dependencies in npm packages;developing event routing service to support context-aware service integration;interactive chatbots for software engineering: a case study of code reviewer recommendation;effectiveness of explaining a program to others in finding its bugs;study of microservice execution framework using spoken dialogue agents;association metrics between two continuous variables for software project data;structure-preserving deep autoencoder-based dimensionality reduction for data visualization;Arabic sign language recognition: towards a dual way communication system between deaf and non-deaf people;and an investigation on multiscale normalized deep scattering spectrum with deep residual network for acoustic scene classification.

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22nd international conference on Parallel and distributed computing, Applications and Technologies, PDCAT 2021

22nd International Conference on Parallel and Distributed Co...

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22nd international conference on Parallel and distributed computing, Applications and Technologies, PDCAT 2021

ISBN: (纸本)9783030967710

The proceedings contain 58 papers. The special focus in this conference is on Parallel and distributed computing, Applications and Technologies. The topics include: Traffic Matrix Prediction Based on Differential Privacy and LSTM;patient-Chain: Patient-centered Healthcare System a Blockchain-based Technology in Dealing with Emergencies;federated Data Integration for Heterogeneous Partitions Based on Differential Privacy;multimodal Fusion Representation Learning Based on Differential Privacy;bayesian Optimization-Based Task Scheduling Algorithm on Heterogeneous System;MOFIT: An Efficient Access Control Scheme with Attribute Merging and Outsourcing Capability for Fog-Enhanced IoT;enhanced Discriminant Local Direction Pattern Learning for Robust Palmprint Identification;jointly Super Resolution and Degradation Learning on Unpaired Real-World Images;roman Amphitheater Classification Using Convolutional Neural Network and Data Augmentation;Multi-zone Residential HVAC Control with Satisfying Occupants’ Thermal Comfort Requirements and Saving Energy via Reinforcement Learning;Evaluating the Performance and Conformance of a SYCL Implementation for SX-Aurora TSUBASA;distributed Fair k-Center Clustering Problems with Outliers;MACSQ: Massively Accelerated DeepQ Learning on GPUs Using On-the-fly State Construction;optimizing Data Locality by Executor Allocation in Reduce Stage for Spark Framework;low Latency Execution Guarantee Under Uncertainty in Serverless Platforms;an Effective and Reliable Cross-Blockchain Data Migration Approach;A MVCC Approach to Parallelizing Interoperability of Consortium Blockchain;realtime Physics Simulation of Large Virtual Space with Docker Containers;temperature Matrix-Based Data Placement Using Improved Hungarian Algorithm in Edge computing Environments;FastDCF: A Partial Index Based distributed and Scalable Near-Miss Code Clone Detection Approach for Very Large Code Repositories;matching Program Implementations and Heterogeneous computing System

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icdcn 2021 - Proceedings of the 2021 international conference on distributed computing and networking

ICDCN 2021 - Proceedings of the 2021 International Conferenc...

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22nd international conference on distributed computing and networking, icdcn 2021

ISBN: (纸本)9781450389334

The proceedings contain 32 papers. The topics discussed include: asymmetric distributed trust;building next-generation healthcare systems using distributed machine learning;autonomous distributed systems of myopic mobile robots with lights;secure conflict-free replicated data types;P4Fuzz: compiler fuzzer for dependable programmable dataplanes;gathering with a strong team in weakly byzantine environments;communication costs in a geometric communication network;certification of an exact worst-case self-stabilization time;arbitrary pattern formation on infinite regular tessellation graphs;optimal exclusive perpetual grid exploration by luminous myopic opaque robots with common chirality;and performance analysis of a distributed algorithm for admission control in wireless networks under the 2-Hop interference model.

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icdcn 2021 - Proceedings of the 2021 international conference on distributed computing and networking

ICDCN 2021 - Proceedings of the 2021 International Conferenc...

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22nd international conference on distributed computing and networking, icdcn 2021

ISBN: (纸本)9781450389334

The proceedings contain 32 papers. The topics discussed include: secure conflict-free replicated data types;P4Fuzz: compiler fuzzer for dependable programmable dataplanes;gathering with a strong team in weakly byzantine environments;communication costs in a geometric communication network;certification of an exact worst-case self-stabilization time;arbitrary pattern formation on infinite regular tessellation graphs;optimal exclusive perpetual grid exploration by luminous myopic opaque robots with common chirality;bio-inspired energy distribution for programmable matter;performance analysis of a distributed algorithm for admission control in wireless networks under the 2-hop interference model;and node classification and geographical analysis of the lightning cryptocurrency network.

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icdcn 2021 - Adjunct Proceedings of the 2021 international conference on distributed computing and networking

ICDCN 2021 - Adjunct Proceedings of the 2021 International C...

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22nd international conference on distributed computing and networking, icdcn 2021

ISBN: (纸本)9781450381840

The proceedings contain 29 papers. The topics discussed include: macroscopic traffic stream variables prediction with weather impact using hybrid CNN-LSTM model;VDA: deep learning based visual data analysis in integrated edge to cloud computing environment;online delivery of social media posts to appropriate first responders for disaster response;an IoT based disaster response solution for ocean environment;an ensemble model for intrusion detection in the internet of softwarized things;P2IDF: a privacy-preserving based intrusion detection framework for software defined Internet of things-fog (SDIoT-Fog);a deep Q-learning sanitization approach for privacy preserving data mining;and realization of a techno-economic controller deployment architecture for vSDN enabled 5G networks.

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Architectural Elements of Decentralized Process Management Systems 22nd

Architectural Elements of Decentralized Process Management S...

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22nd international conference on Service Oriented computing

作者： Grunert, Kai Shoferi, Janis Joderi Gold, Lucas Rieder, Wolf Kuepper, Axel Tech Univ Berlin Serv Ctr Networking Berlin Germany

ISBN: (纸本)9789819608041;9789819608058

In a decentralized Process Management System, several process engines cooperate to execute a single process instance by using direct Machine-to-Machine communication and local coordination of the process flow. In this paper, we analyze the software architecture elements of a decentralized Process Management System. We explain the involved components, connectors, data, and the relationships between them. We also describe the state transitions of decentralized processes during execution.

关键词： decentralized Process Management System distributed Process Engines distributed and Heterogeneous Workflow Enactment Service Business Process Management System Process Automation Process Execution System Process Engine

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SLO-Aware Task Offloading Within Collaborative Vehicle Platoons 22nd

SLO-Aware Task Offloading Within Collaborative Vehicle Plato...

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22nd international conference on Service Oriented computing

作者： Sedlak, Boris Morichetta, Andrea Wang, Yuhao Fei, Yang Wang, Liang Dustdar, Schahram Qu, Xiaobo TU Wien Distributed Syst Grp Vienna Austria Tsinghua Univ Emerging Transportat Solut Beijing Peoples R China

ISBN: (纸本)9789819608072;9789819608089

In the context of autonomous vehicles (AVs), offloading is essential for guaranteeing the execution of perception tasks, e.g., mobile mapping or object detection. While existing work on offloading focused extensively on minimizing inter-vehicle networking latency, vehicle platoons (e.g., heavy-duty transport) present numerous other objectives, such as energy efficiency or data quality. To optimize these Service Level Objectives (SLOs) during operation, this work presents a purely Vehicle-to-Vehicle approach (V2V) for collaborative services offloading within a vehicle platoon. By training and using a Bayesian Network (BN), services can proactively decide to offload whenever this promises to improve platoon-wide SLO fulfillment;therefore, vehicles estimate how both sides would be impacted by offloading a service. In particular, this considers resource heterogeneity within the platoon to avoid overloading more restricted devices. We evaluate our approach in a physical setup, where vehicles in a platoon continuously (i.e., every 500 ms) interpret the SLOs of three perception services. Our probabilistic, predictive method shows promising results in handling large AV platoons;within seconds, it detects and resolves SLO violations through offloading.

关键词： Service Level Objectives Edge computing Intelligent Transportation Microservices Offloading Bayesian Networks

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Fast Flexible Paxos: Relaxing Quorum Intersection for Fast Paxos 21

Fast Flexible Paxos: Relaxing Quorum Intersection for Fast P...

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22nd international conference on distributed computing and networking (icdcn)

作者： Howard, Heidi Charapko, Aleksey Mortier, Richard Univ Cambridge Cambridge England Univ New Hampshire Durham NH 03824 USA

ISBN: (纸本)9781450389334

Paxos, the de facto standard approach to solving distributed consensus, operates in two phases, each of which requires an intersecting quorum of nodes. Multi-Paxos reduces this to one phase by electing a leader but this leader is also a performance bottleneck. Fast Paxos bypasses the leader but has stronger quorum intersection requirements. In this paper we observe that Fast Paxos' intersection requirements can be safely relaxed, reducing to just one additional intersection requirement between phase-1 quorums and any pair of fast round phase-2 quorums. We thus find that the quorums used with Fast Paxos are larger than necessary, allowing alternative quorum systems to obtain new tradeoffs between performance and fault-tolerance.

关键词： distributed computing distributed consensus Paxos

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Communication Costs in a Geometric Communication Network 21

Communication Costs in a Geometric Communication Network

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22nd international conference on distributed computing and networking (icdcn)

作者： Shanjani, Sima Hajiaghaei King, Valerie Univ Victoria Victoria BC Canada

ISBN: (纸本)9781450389334

A communication network is a graph in which each node has only local information about the graph and nodes communicate by passing messages along its edges. Here, we consider the geometric communication network where the nodes also occupy points in space and the distance between points is the Euclidean distance. Our goal is to understand the communication cost needed to solve several fundamental geometry problems, including Convex Hull, Diameter, Closest Pair, and approximations of these problems, in the asynchronous CONGEST KT1 model. This extends the 2011 result of Rajsbaum and Urrutia for finding a convex hull of a planar geometric communication network to networks of arbitrary topology.

关键词： distributed computing CONGEST geometric communication network communication complexity diameter convex hull closest pair epsilon-kernel

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Processing distributed Transactions in a Predefined Order 21

Processing Distributed Transactions in a Predefined Order

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22nd international conference on distributed computing and networking (icdcn)

作者： Poudel, Pavan Rai, Shishir Sharma, Gokarna Kent State Univ Kent OH 44242 USA

ISBN: (纸本)9781450389334

Consider distributed transactional memory systems where transactions residing at nodes of a communication graph operate on shared, mobile objects. A transaction requests the objects it needs, executes once those objects have been assembled, and then forwards those objects to other waiting transactions. We study the predefined order scheduling problem of committing transactions according to their priorities. This problem naturally arises in areas, such as loop parallelization and state-machine-based computing, where producing executions equivalent to a priority order is needed to satisfy certain properties. Specifically, we study predefined order scheduling considering two performance metrics fundamental to any distributed system: (i) execution time - total time to commit all the transactions and (ii) communication cost - the total distance messages travel. We design scheduling algorithms that are simultaneously efficient for both the metrics and rigorously evaluate them through several benchmarks on random and grid graphs, validating their efficiency. To the best of our knowledge, this is the first study of predefined order scheduling in distributed systems.

关键词： distributed systems transactional memory scheduling predefined order execution time communication cost conflicts

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