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)9783030050535
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 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)9783030050504
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 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)9783030050627
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 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 Gurevich's thesis stipulates that sequential abstract state machines (ASMS) capture the essence of sequential algorithms. On another hand, the bulk-synchronous parallel (BSP) bridging model is a well known mod...
详细信息
ISBN:
(纸本)9783030050573;9783030050566
the Gurevich's thesis stipulates that sequential abstract state machines (ASMS) capture the essence of sequential algorithms. On another hand, the bulk-synchronous parallel (BSP) bridging model is a well known model for HPC algorithm design. It provides a conceptual bridge between the physical implementation of the machine and the abstraction available to a programmer of that machine. the assumptions of the BSP model are thus provide portable and scalable performance predictions on most HPC systems. We follow Gurevich's thesis and extend the sequential postulates in order to intuitively and realistically capture BSP algorithms.
Stencil patterns are widely used in scientific simulations and image processing. To parallelize these problems, we have to divide data into chunks that are processed by different processors. One challenge withthis ap...
详细信息
ISBN:
(纸本)9783030050511;9783030050504
Stencil patterns are widely used in scientific simulations and image processing. To parallelize these problems, we have to divide data into chunks that are processed by different processors. One challenge withthis approach is the update of ghost cells, which are the neighbor values that calculated on remote processes. this paper focus on the update communication. We provide an abstract array types to describe distribution patterns, such as ghost cells, from global and intuitive view. Based on this description, a general copyto function is provided to perform communication automatically. Furthermore, our work makes it possible to design a distribution-independent algorithm. this results in better productivity on tuning performance.
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