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.
the proceedings contain 40 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge...
ISBN:
(纸本)9783031488023
the proceedings contain 40 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge to Fog;the Implementation of Battery Charging Strategy for IoT Nodes;subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment;towards a Simulation as a Service Platform for the Cloud-to-things Continuum;cormas: the Software for Participatory Modelling and Its Application for Managing Natural Resources in Senegal;Malleable APGAS Programs and their Support in Batch Job Schedulers;task-Level Checkpointing for Nested Fork-Join Programs Using Work Stealing;making Uintah Performance Portable for Department of Energy Exascale Testbeds;Benchmarking the parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java;parallel Auto-Scheduling of Counting Queries in Machine Learning Applications on HPC systems;Energy Efficiency Impact of Processing in Memory: A Comprehensive Review of Workloads on the UPMEM Architecture;enhancing Supercomputer Performance with Malleable Job Scheduling Strategies;a Performance Modelling-Driven Approach to Hardware Resource Scaling;Adaptive HPC Input/Output systems;dynamic Allocations in a Hierarchical parallel Context;designing a Sustainable Serverless Graph Processing Tool on the computing Continuum;diorthotis: A parallel Batch Evaluator for Programming Assignments;Experiences and Lessons Learned from PHYSICS: A Framework for Cloud Development with FaaS;improved IoT Application Placement in Fog computingthrough Postponement;high-Performance distributedcomputing with Smartphones;blockchain-Based Decentralized Authority for Complex Organizational Structures Management;Transparent Remote OpenMP Offloading Based on MPI;DAPHNE Runtime: Harnessing parallelism for Integrated Data Analysis Pipelines;exploring Factors Impacting Data Offloading Performance in
the proceedings contain 40 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge...
ISBN:
(纸本)9783031506833
the proceedings contain 40 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge to Fog;the Implementation of Battery Charging Strategy for IoT Nodes;subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment;towards a Simulation as a Service Platform for the Cloud-to-things Continuum;cormas: the Software for Participatory Modelling and Its Application for Managing Natural Resources in Senegal;Malleable APGAS Programs and their Support in Batch Job Schedulers;task-Level Checkpointing for Nested Fork-Join Programs Using Work Stealing;making Uintah Performance Portable for Department of Energy Exascale Testbeds;Benchmarking the parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java;parallel Auto-Scheduling of Counting Queries in Machine Learning Applications on HPC systems;Energy Efficiency Impact of Processing in Memory: A Comprehensive Review of Workloads on the UPMEM Architecture;enhancing Supercomputer Performance with Malleable Job Scheduling Strategies;a Performance Modelling-Driven Approach to Hardware Resource Scaling;Adaptive HPC Input/Output systems;dynamic Allocations in a Hierarchical parallel Context;designing a Sustainable Serverless Graph Processing Tool on the computing Continuum;diorthotis: A parallel Batch Evaluator for Programming Assignments;Experiences and Lessons Learned from PHYSICS: A Framework for Cloud Development with FaaS;improved IoT Application Placement in Fog computingthrough Postponement;high-Performance distributedcomputing with Smartphones;blockchain-Based Decentralized Authority for Complex Organizational Structures Management;Transparent Remote OpenMP Offloading Based on MPI;DAPHNE Runtime: Harnessing parallelism for Integrated Data Analysis Pipelines;exploring Factors Impacting Data Offloading Performance in
the proceedings contain 55 papers. the special focus in this conference is on parallel and distributedcomputing: Applications and Technologies. the topics include: A Meta-reinforcement Learning Framework for Ada...
ISBN:
(纸本)9789819642069
the proceedings contain 55 papers. the special focus in this conference is on parallel and distributedcomputing: Applications and Technologies. the topics include: A Meta-reinforcement Learning Framework for Adaptive Quadrotor UAV Attitude Control;Securing Energy Transactions for Electric Vehicles: the Blockchain Approach and Encrypted NFTs;optimizing Task Allocation in Heterogeneous Agent Manufacturing systems;MPG: Multi-modal Personal Health Graph for Alzheimer’s Disease Diagnosis;SMAC: A Secure Multi-authority Access Control Scheme with Attribute Unification for Fog Enabled IoT in E-Health;Convolutional Neural Networks Parameter Training for SCM Algorithm Based on Hausdorff Difference;handling Non-stationarity with Distribution Shifts and Data Dependency in Time Series Forecasting;the Two-Stage Stochastic Facility Location Game;regularized Non-monotone γ-weakly Submodular Maximization;fed-MoE: Efficient Federated Learning for Mixture-of-Experts Models via Empirical Pruning;WaitIO-Hybrid: Communication for Coupling MPI Programs Among Heterogeneous systems;the Material Delivery Route Prediction Method Based on Deep Reinforcement Learning;privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications;research on Task Migration Problem Based on Link Uncertainty in Adversarial Scenarios;optimizing Production Component Scheduling in Multivariate Industrial Networks with Dynamic Changes in Production Costs;multi-agent Collaboration for Time-Sensitive Tasks in Multiple Networked Adversarial Scenarios;containerized Data-Flow Processing for Scalable Real-Time Analytics on Edge Devices;fast Approximation for Scheduling Malleable Jobs on parallel Batch Machines with Rejection;real-Time and In-Situ Temperature Profiling for Determining Detonation of White Dwarf Mergers;accparser: A Standalone OpenACC Parser and Its Usage on Mapping OpenACC to OpenMP Directives;Out-of-Memory GPU Sorting Using Asynchronous CUDA Streams;long-Term and Periodicity-Aware Spatio
the proceedings contain 153 papers. the topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID d...
ISBN:
(纸本)9798350329223
the proceedings contain 153 papers. the topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID data communication based on tensor decomposition;HKTGNN: hierarchical knowledge transferable graph neural network-based supply chain risk assessment;DQR-TTS: semi-supervised text-to-speech synthesis with dynamic quantized representation;deep reinforcement learning-based network moving target defense in DPDK;iNUMAlloc: towards intelligent memory allocation for AI accelerators with NUMA;and predictive queue-based low latency congestion detection in data center networks.
the proceedings contain 88 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: ESIMD GPU Implementations of Deep Learning Sparse Matrix Kernels;Deconstructin...
ISBN:
(纸本)9783031697654
the proceedings contain 88 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: ESIMD GPU Implementations of Deep Learning Sparse Matrix Kernels;Deconstructing HPL-MxP Benchmark: A Numerical Perspective;ImageMap: Enabling Efficient Mapping from Image Processing DSL to CGRA;Predicting GPU Kernel’s Performance on Upcoming Architectures;Bringing Auto-Tuning to HIP: Analysis of Tuning Impact and Difficulty on AMD and Nvidia GPUs;A Mechanism to Generate Interception Based Tools for HPC Libraries;OMPGPT: A Generative Pre-trained Transformer Model for OpenMP;Scheduling distributed I/O Resources in HPC systems;Light-Weight Prediction for Improving Energy Consumption in HPC Platforms;EKRM: Efficient Key-Value Retrieval Method to Reduce Data Lookup Overhead for Redis;Automated Data Management and Learning-Based Scheduling for Ray-Based Hybrid HPC-Cloud systems;solving the Restricted Assignment Problem to Schedule Multi-get Requests in Key-Value Stores;PriCE: Privacy-Preserving and Cost-Effective Scheduling for parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds;a 1.25(1+ϵ)-Approximation Algorithm for Scheduling with Rejection Costs Proportional to Processing Times;DProbe: Profiling and Predicting Multi-tenant Deep Learning Workloads for GPU Resource Scaling;sAirflow: Adopting Serverless in a Legacy Workflow Scheduler;hurry: Dynamic Collaborative Framework For Low-Orbit Mega-Constellation Data Downloading;optimizing Service Replication and Placement for IoT Applications in Fog computingsystems;Deadline-Driven Enhancements and Response Time Analysis of ROS2 Multi-threaded Executors;Efficient Coupling Streaming AI and Ensemble Simulations on HPC Clusters;context-Aware Runtime Type Prediction for Heterogeneous Microservices;makespan Minimization for Scheduling on Heterogeneous Platforms with Precedence Constraints;Node Bundle Scheduling: An Ultra-low Latency Traffic Scheduling Algorithm for TAS-Based
the proceedings contain 88 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: ESIMD GPU Implementations of Deep Learning Sparse Matrix Kernels;Deconstructin...
ISBN:
(纸本)9783031695827
the proceedings contain 88 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: ESIMD GPU Implementations of Deep Learning Sparse Matrix Kernels;Deconstructing HPL-MxP Benchmark: A Numerical Perspective;ImageMap: Enabling Efficient Mapping from Image Processing DSL to CGRA;Predicting GPU Kernel’s Performance on Upcoming Architectures;Bringing Auto-Tuning to HIP: Analysis of Tuning Impact and Difficulty on AMD and Nvidia GPUs;A Mechanism to Generate Interception Based Tools for HPC Libraries;OMPGPT: A Generative Pre-trained Transformer Model for OpenMP;Scheduling distributed I/O Resources in HPC systems;Light-Weight Prediction for Improving Energy Consumption in HPC Platforms;EKRM: Efficient Key-Value Retrieval Method to Reduce Data Lookup Overhead for Redis;Automated Data Management and Learning-Based Scheduling for Ray-Based Hybrid HPC-Cloud systems;solving the Restricted Assignment Problem to Schedule Multi-get Requests in Key-Value Stores;PriCE: Privacy-Preserving and Cost-Effective Scheduling for parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds;a 1.25(1+ϵ)-Approximation Algorithm for Scheduling with Rejection Costs Proportional to Processing Times;DProbe: Profiling and Predicting Multi-tenant Deep Learning Workloads for GPU Resource Scaling;sAirflow: Adopting Serverless in a Legacy Workflow Scheduler;hurry: Dynamic Collaborative Framework For Low-Orbit Mega-Constellation Data Downloading;optimizing Service Replication and Placement for IoT Applications in Fog computingsystems;Deadline-Driven Enhancements and Response Time Analysis of ROS2 Multi-threaded Executors;Efficient Coupling Streaming AI and Ensemble Simulations on HPC Clusters;context-Aware Runtime Type Prediction for Heterogeneous Microservices;makespan Minimization for Scheduling on Heterogeneous Platforms with Precedence Constraints;Node Bundle Scheduling: An Ultra-low Latency Traffic Scheduling Algorithm for TAS-Based
the proceedings contain 88 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: ESIMD GPU Implementations of Deep Learning Sparse Matrix Kernels;Deconstructin...
ISBN:
(纸本)9783031695766
the proceedings contain 88 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: ESIMD GPU Implementations of Deep Learning Sparse Matrix Kernels;Deconstructing HPL-MxP Benchmark: A Numerical Perspective;ImageMap: Enabling Efficient Mapping from Image Processing DSL to CGRA;Predicting GPU Kernel’s Performance on Upcoming Architectures;Bringing Auto-Tuning to HIP: Analysis of Tuning Impact and Difficulty on AMD and Nvidia GPUs;A Mechanism to Generate Interception Based Tools for HPC Libraries;OMPGPT: A Generative Pre-trained Transformer Model for OpenMP;Scheduling distributed I/O Resources in HPC systems;Light-Weight Prediction for Improving Energy Consumption in HPC Platforms;EKRM: Efficient Key-Value Retrieval Method to Reduce Data Lookup Overhead for Redis;Automated Data Management and Learning-Based Scheduling for Ray-Based Hybrid HPC-Cloud systems;solving the Restricted Assignment Problem to Schedule Multi-get Requests in Key-Value Stores;PriCE: Privacy-Preserving and Cost-Effective Scheduling for parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds;a 1.25(1+ϵ)-Approximation Algorithm for Scheduling with Rejection Costs Proportional to Processing Times;DProbe: Profiling and Predicting Multi-tenant Deep Learning Workloads for GPU Resource Scaling;sAirflow: Adopting Serverless in a Legacy Workflow Scheduler;hurry: Dynamic Collaborative Framework For Low-Orbit Mega-Constellation Data Downloading;optimizing Service Replication and Placement for IoT Applications in Fog computingsystems;Deadline-Driven Enhancements and Response Time Analysis of ROS2 Multi-threaded Executors;Efficient Coupling Streaming AI and Ensemble Simulations on HPC Clusters;context-Aware Runtime Type Prediction for Heterogeneous Microservices;makespan Minimization for Scheduling on Heterogeneous Platforms with Precedence Constraints;Node Bundle Scheduling: An Ultra-low Latency Traffic Scheduling Algorithm for TAS-Based
the proceedings contain 28 papers. the special focus in this conference is on parallel and distributedcomputing, Applications and Technologies. the topics include: Insider Trading Detection Algorithm in Industrial Ch...
ISBN:
(纸本)9789819982103
the proceedings contain 28 papers. the special focus in this conference is on parallel and distributedcomputing, Applications and Technologies. the topics include: Insider Trading Detection Algorithm in Industrial Chain Based on Logistics Time Interval Characteristics;link Attributes Based Multi-service Routing for Software-Defined Satellite Networks;A Fuzzy Logical RAT Selection Scheme in SDN-Enabled 5G HetNets;SSR-MGTI: Self-attention Sequential Recommendation Algorithm Based on Movie Genre Time Interval;fine Time Granularity Allocation Optimization of Multiple Networks Industrial Chains in Task Processing systems;Ε-Maximum Critic Deep Deterministic Policy Gradient for Multi-agent Reinforcement Learning;effective Density-Based Concept Drift Detection for Evolving Data Streams;an End-to-End Multiple Hyper-parameters Prediction Method for distributed Constraint Optimization Problem;Formalization and Verification of the Zab Protocol Using CSP;dynamic Priority Coflow Scheduling in Optical Circuit Switched Networks;Deep Reinforcement Learning Based Multi-WiFi Offloading of UAV Traffic;Triple-Path RNN Network: A Time-and-Frequency Joint Domain Speech Separation Model;design of Query Based Gallery Selector and Mask-Aware Loss for Person Search;a Privacy-Preserving Blockchain Scheme for the Reliable Exchange of IoT Data;R-RPT-A Reliable Routing Protocol for Industrial Wireless Sensor Networks;action Segmentation Based on Encoder-Decoder and Global Timing Information;Security Challenges and Lightweight Cryptography in IoT: Comparative Study and Testing Method for PRESENT-32bit Cipher;the Prediction Model of Water Level in Front of the Check Gate of the LSTM Neural Network Based on AIW-CLPSO;Using MPIs Non-Blocking Allreduce for Health Checks in Dynamic Simulations;parallelizable Loop Detection using Pre-trained Transformer Models for Code Understanding;list-Based Workflow Scheduling Utilizing Deep Reinforcement Learning.
the proceedings contain 25 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: Modeling Task Mapping for Data-Intensive Applications in Heterogeneous Sy...
ISBN:
(纸本)9783031312083
the proceedings contain 25 papers. the special focus in this conference is on parallel and distributedcomputing. the topics include: Modeling Task Mapping for Data-Intensive Applications in Heterogeneous systems;mapping Tree-Shaped Workflows on Memory-Heterogeneous Architectures;hetero-Vis: A Framework for Latency Optimized Heterogeneous Deployment of Convolutional Neural Networks;Rapid Development of OS Support with PMCSched for Scheduling on Asymmetric Multicore systems;HIPLZ: Enabling Performance Portability for Exascale systems;storAlloc: A Simulator for Job Scheduling on Heterogeneous Storage Resources;Performance and Scalability Analysis of AI-Accelerated CFD Simulations Across Various computing Platforms;performance Portability Assessment: Non-negative Matrix Factorization as a Case Study;task-Level Checkpointing System for Task-Based parallel Workflows;A Portable and Heterogeneous LU Factorization on IRIS;a Stochastic Programming Approach for an Enhanced Performance of a Multi-committees Byzantine Fault Tolerant Algorithm;coupe: A Modular, Multi-threaded Mesh Partitioning Platform;preliminary Study of Resource Allocation in Wireless Communications;benchmarking parallelism in Unikernels;Machine Learning Methodologies to Support HPC systems Operations: Anomaly Detection;FPGAs in Supercomputers: Performance through Dataflow Programming and Flexibility;halide Code Generation Framework in Phylanx;exploring the Suitability of the Cerebras Wafer Scale Engine for Stencil-Based Computation Codes;Performance of the Vipera Framework for DSLs on Micro-Core Architectures;FFTc: An MLIR Dialect for Developing HPC Fast Fourier Transform Libraries;programming Heterogeneous Architectures Using Hierarchical Tasks;a C++ Library for Memory Layout and Performance Portability of Scientific Applications;Implementation and Performance Evaluation of Memory System Using Addressable Cache for HPC Applications on HBM2 Equipped FPGAs.
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