the proceedings contain 191 papers. the special focus in this conference is on algorithms and architectures for parallelprocessing. the topics include: Incentivizing multimedia data acquisition for machine learning s...
ISBN:
(纸本)9783030050566
the proceedings contain 191 papers. the special focus in this conference is on algorithms and architectures for parallelprocessing. the topics include: Incentivizing multimedia data acquisition for machine learning system;Toward performance prediction for multi-BSP programs in ML;exploiting the table of energy and power leverages;a semantic web based intelligent IoT model;Accelerating CNNs using optimized scheduling strategy;data analysis of blended learning in python programming;APs deployment optimization for indoor fingerprint positioning with adaptive particle swarm algorithm;deployment optimization of indoor positioning signal sources with fireworks algorithm;a study of sleep stages threshold based on multiscale fuzzy entropy;qoS-driven service matching algorithm based on user requirements;Blind estimation algorithm over fast-fading multipath OFDM channels;facial shape and expression transfer via non-rigid image deformation;p-schedule: Erasure coding schedule strategy in big data storage system;Answer aggregation of crowdsourcing employing an improved EM-based approach;a parallel fast fourier transform algorithm for large-scale signal data using apache spark in cloud;task offloading in edge-clouds with budget constraint;motion trajectory sequence-based map matching assisted indoor autonomous mobile robot positioning;towards the independent spanning trees in the line graphs of interconnection networks;POEM: Pricing longer for edge computing in the device cloud;mobility analysis and response for software-defined internet of things;Research on overload classification method for bus images based on image processing and SVM;DStore: A distributed cloud storage system based on smart contracts and blockchain;towards an efficient and real-time scheduling platform for mobile charging vehicles;Streaming ETL in polystore era.
the proceedings contain 52 papers. the special focus in this conference is on Big Data and Its Applications. the topics include: Preference-aware HDFS for hybrid storage;urban traffic congestion prediction using float...
ISBN:
(纸本)9783319271217
the proceedings contain 52 papers. the special focus in this conference is on Big Data and Its Applications. the topics include: Preference-aware HDFS for hybrid storage;urban traffic congestion prediction using floating car trajectory data;a metadata cooperative caching architecture based on SSD and DRAM for file systems;parallel training GBRT based on kmeans histogram approximation for big data;an intelligent clustering algorithm based on mutual reinforcement;an effective method for gender classification with convolutional neural networks;a highly efficient indexing and retrieving method for astronomical big data of time series images;specialized FPGA-based accelerator architecture for data-intensive k-means algorithms;effectively identifying hot data in large-scale I/O streams with enhanced temporal locality;a search-efficient hybrid storage system for massive text data;enhancing parallel data loading for large scale scientific database;tradeoff between the price of distributing a database and its collusion resistance based on concatenated codes;a mapreduce reinforced distributed sequential pattern mining algorithm;a fast documents classification method based on simhash;identification of natural images and computer generated graphics using multi-fractal differences of PRNU;enriching document representation withthe deviations of word co-occurrence frequencies;big data analytics and visualization with spatio-temporal correlations for traffic accidents;a novel app recommendation method based on SVD and social influence;a segmentation hybrid index structure for temporal data and a refactored content-aware host-side SSD cache.
the proceedings contain 59 papers. the special focus in this conference is on Applications of parallel and Distributed Computing. the topics include: On exploring a virtual agent negotiation inspired approach for rout...
ISBN:
(纸本)9783319271361
the proceedings contain 59 papers. the special focus in this conference is on Applications of parallel and Distributed Computing. the topics include: On exploring a virtual agent negotiation inspired approach for route guidance in urban traffic networks;optimization of binomial option pricing on intel MIC heterogeneous system;stencil computations on HPC-oriented ARMv8 64-bit multi-core processor;a particle swarm optimization algorithm for controller placement problem in software defined network;a streaming execution method for multi-services in mobile cloud computing;economy-oriented deadline scheduling policy for render system using IaaS cloud;towards detailed tissue-scale 3D simulations of electrical activity and calcium handling in the human cardiac ventricle;task parallel implementation of matrix multiplication on multi-socket multi-core architectures;refactoring for separation of concurrent concerns;exploiting scalable parallelism for remote sensing analysis models by data transformation graph;resource-efficient vibration data collection in cyber-physical systems;a new approach for vehicle recognition and tracking in multi-camera traffic system;a scalable distributed fingerprint identification system;energy saving and load balancing for SDN based on multi-objective particle swarm optimization;pre-stack kirchhoff time migration on hadoop and spark;a cyber physical system with GPU for CNC applications;a solution of the controller placement problem in software defined networks;parallel column subset selection of kernel matrix for scaling up support vector machines;real-time deconvolution with GPU and spark for big imaging data analysis and parallel kirchhoff pre-stack depth migration on large high performance clusters.
the proceedings contain 102 papers. the special focus in this conference is on algorithms and architectures for parallelprocessing. the topics include: Utility-Based Location Distribution Reverse Auction Incentive Me...
ISBN:
(纸本)9783030389604
the proceedings contain 102 papers. the special focus in this conference is on algorithms and architectures for parallelprocessing. 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 parallelprocessing;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.
the proceedings contain 102 papers. the special focus in this conference is on algorithms and architectures for parallelprocessing. the topics include: A New Robust and Reversible Watermarking Technique Based on Eras...
ISBN:
(纸本)9783030389901
the proceedings contain 102 papers. the special focus in this conference is on algorithms and architectures for parallelprocessing. 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.
the proceedings contain 30 papers. the special focus in this conference is on TAPEMS 2016 and BigTrust 2016. the topics include: An in-memory event tracing extension to the open trace format 2;network-aware optimizati...
ISBN:
(纸本)9783319499550
the proceedings contain 30 papers. the special focus in this conference is on TAPEMS 2016 and BigTrust 2016. the topics include: An in-memory event tracing extension to the open trace format 2;network-aware optimization of MPDATA on homogeneous multi-core clusters with heterogeneous network;formalizing data locality in task parallel applications;improving the energy efficiency of evolutionary multi-objective algorithms;a parallel model for heterogeneous cluster;comparative analysis of OpenACC compilers;traffic sign recognition based on parameter-free detector and multi-modal representation;reversible data hiding using non-local means prediction;secure data access in hadoop using elliptic curve cryptography;statistical analysis of CCM.M-K1 international comparison based on monte carlo method;redundancy elimination in the ExaStencils code generator;a dataflow IR for memory efficient RIPL compilation to FPGAs;exploring a distributed iterative reconstructor based on split bregman using PETSc;implementation of the beamformer algorithm for the NVIDIA jetson;efficiency of GPUs for relational database engine processing;geocon;a middleware for location-aware ubiquitous applications and cellular ANTomata as engines for highly parallel pattern processing.
the proceedings contain 58 papers. the special focus in this conference is on parallel and Distributed architectures. the topics include: parallelizing block cryptography algorithms on speculative multicores;performan...
ISBN:
(纸本)9783319271187
the proceedings contain 58 papers. the special focus in this conference is on parallel and Distributed architectures. the topics include: parallelizing block cryptography algorithms on speculative multicores;performance characterization and optimization for intel xeon phi coprocessor;an extended MDS code to improve single write performance of disk arrays for correcting triple disk failures;a distributed location-based service discovery protocol for vehicular ad-hoc networks;unified virtual memory support for deep CNN accelerator on SoC FPGA;dynamic time slice scheduler for virtual machine monitor;memory-aware NoC application mapping based on adaptive genetic algorithm;a study on non-volatile 3D stacked memory for big data applications;parallel implementation of dense optical flow computation on many-core processor;a power-conserving online scheduling scheme for video streaming services;prevent deadlock and remove blocking for self-timed systems;improving the memory efficiency of in-memory mapreduce based HPC systems;dual best-first search mapping algorithm for shared-cache multicore processors;energy efficient network-on-chip router with heterogeneous virtual channels;availability and network-aware mapreduce task scheduling over the internet;an optimized algorithm based on CRS codes in big data storage systems;quantum computer simulation on multi-GPU incorporating data locality;query execution optimization based on incremental update in database distributed middleware;coding-based cooperative caching in data broadcast environments;usage history-directed power management for smartphones;a mobile application distribution method and a clustering algorithm based on rough sets for the recommendation domain in trust-based access control.
the proceedings contain 59 papers. the special focus in this conference is on Software Systems, Programming Models, Performance Modeling and Evaluation. the topics include: A scalable fault-tolerance programing model ...
ISBN:
(纸本)9783319271392
the proceedings contain 59 papers. the special focus in this conference is on Software Systems, Programming Models, Performance Modeling and Evaluation. the topics include: A scalable fault-tolerance programing model on MIC cluster;multi-chunk redundant array of independent SSDS with improved performance;an energy efficient storage system for astronomical observation data on dome a;parallel aware hybrid solid-state storage;automatic optimization of software transactional memory through linear regression and decision tree;a data-centric tool to improve the performance of multithreaded program on NUMA;a light-weight hot data identification scheme via grouping-based LRU lists;towards interactive programming withparallel linear algebra in r;enhancing i/o scheduler performance by exploiting internal parallelism of SSDS;a performance and scalability analysis of the MPI based tools utilized in a large ice sheet model executing in a multicore environment;an efficient algorithm for a generalized LCS problem;on exploring a quantum particle swarm optimization method for urban traffic light scheduling;identifying repeated interleavings to improve the efficiency of concurrency bug detection;global reliability evaluation for cloud storage systems with proactive fault tolerance;performance evaluation and optimization of Wi-Fi display on android;a novel scheduling algorithm for file fetch in transparent computing;joint power and reduced spectral leakage-based resource allocation for d2d communications in 5G and an optimization strategy of energy consumption for data transmission based on optimal stopping theory in mobile networks.
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