The proceedings contain 49 papers. The topics discussed include: performance insights into supporting Kokkos views in the Kokkos Comm MPI library;investigating Nvidia GPU architecture trends via microbenchmarks;PowerS...
ISBN:
(纸本)9798350383454
The proceedings contain 49 papers. The topics discussed include: performance insights into supporting Kokkos views in the Kokkos Comm MPI library;investigating Nvidia GPU architecture trends via microbenchmarks;PowerSched - managing power consumption in overprovisioned systems;optimizing idle power of HPC systems: practical insights and methods;calculating user-centric carbon footprints for HPC;microgrid integration with high performance computing systems for microreactor operation;power-efficiency variation on A64FX supercomputers and its application to system operation;towards improving resource allocation for multi-tenant HPC systems: an exploratory HPC cluster utilization case study;advanced visualization of power, temperature, and energy metrics in HPE Cray EX systems;and enabling high-throughput parallel I/O in particle-in-cell Monte Carlo simulations with openPMD and Darshan I/O monitoring.
The proceedings contain 39 papers. The topics discussed include: a protocol to assess the accuracy of process-level power models;a topology- and load-aware design for neighborhood allgather;accuracy-efficiency optimiz...
ISBN:
(纸本)9798350358711
The proceedings contain 39 papers. The topics discussed include: a protocol to assess the accuracy of process-level power models;a topology- and load-aware design for neighborhood allgather;accuracy-efficiency optimization for multi-stage small object detection in surveillance video with collaborative frame sampling;understanding mixed precision GEMM with MPGemmFI: insights into fault resilience;leveraging high-performance data transfer to offload data management tasks to SmartNICs;PGSampler: accelerating GPU-based graph sampling in GNN systems via workload fusion;FTGraph: a flexible tree-based graph store on persistent memory for large-scale dynamic graphs;and GPU reliability assessment: insights across the abstraction layers.
The proceedings contain 20 papers. The special focus in this conference is on Grid, Cloud, and clustercomputing. The topics include: Scientific Workflow Provenance Management: System Requirements and a Refe...
ISBN:
(纸本)9783031858833
The proceedings contain 20 papers. The special focus in this conference is on Grid, Cloud, and clustercomputing. The topics include: Scientific Workflow Provenance Management: System Requirements and a Reference Architecture;Enhancing Data Security with Decentralized Cloud Storage: An IPFS Approach;learning Robust Observable to Address Noise in Quantum Machine Learning;evaluating Cost-Effective Reconfigurable Hardware for Quantum Simulation;an Efficient Quantum Solver for Multidimensional Partial Differential Equations;explaining the Design of the Quantum Fourier Transform;Optimizing Depth of Quantum Circuit for Generating GHZ States;a Comparative Analysis of Hybrid-Quantum Classical Neural Networks;NRQNN: The Role of Observable Selection in Noise-Resilient Quantum Neural Networks;studying the Impact of Quantum-Specific Hyperparameters on Hybrid Quantum-Classical Neural Networks;Eclipse Qrisp QAOA: Description and Preliminary Comparison with Qiskit Counterparts;federal Cloud computing Adoption Case Study: A Retrospective Analysis as a Precursor to Optimized Quantum Adoption Methodologies;integrating Secure Quantum Digital Signature into Quantum Communications;methodology to Accelerate Federal Agency Adoption of Quantum Technologies;understanding Public Policy Effects on Alcohol-Related Behaviors and Outcomes Using System Dynamics;Performance Investigation of Small UAV Attitude Control Based on Optimized Nonlinear Dynamic Inversion;Prediction of 1st Year Registration Renewal of General-Use JP Domain Names with the Use of Machine Learning;data clustering and Visualization with Recursive Max k-Cut Algorithm.
The proceedings contain 3 papers. The topics discussed include: energy-efficient hybrid cluster scheduling strategy for heterogeneous wireless sensor networks;graph-based anomaly detection and root cause analysis for ...
ISBN:
(纸本)9798331521059
The proceedings contain 3 papers. The topics discussed include: energy-efficient hybrid cluster scheduling strategy for heterogeneous wireless sensor networks;graph-based anomaly detection and root cause analysis for microservices in cloud-native platform;and towards real-world deployment of NILM systems: challenges and practices.
The proceedings contain 8 papers. The special focus in this conference is on Cloud computing. The topics include: Enhancing Election Security Through Blockchain: An In-Depth Study of Encrypted NFTs and Smart...
ISBN:
(纸本)9783031771521
The proceedings contain 8 papers. The special focus in this conference is on Cloud computing. The topics include: Enhancing Election Security Through Blockchain: An In-Depth Study of Encrypted NFTs and Smart Contracts;A Vehicular Network Routing Based on the DQN Algorithm in the Cloud Environment;privacy Preserving Adjacency Query Supporting Homoionym Search over Medical Graph Data in Cloud computing;ADAPT: Attention-Driven Domain Adaptation for Inter-cluster Workload Forecasting in Cloud Data Centers;Enhancing Medical Data Management and Sharing with Blockchain Technology: A Focus on Encrypted NFTs;innovation in the Digital Cultural Industry Within the Metaverse from the Perspectives of Physical and Virtual Mobility.
The proceedings contain 170 papers. The topics discussed include: research and application of intelligent cluster injection technology for shale gas foam drainage and gas recovery;resource scheduling of high-performan...
ISBN:
(纸本)9798331506582
The proceedings contain 170 papers. The topics discussed include: research and application of intelligent cluster injection technology for shale gas foam drainage and gas recovery;resource scheduling of high-performance computingclusters based on the combination of ant colony algorithm and active caching strategy;DevoGAN: a method for enhancing quality and diversity in sequence generation using generative adversarial networks with dual evolutionary algorithms;research on optimization of byzantine fault-tolerant consensus algorithm based on involvement;a study on multi-objective cloud-edge collaborative task scheduling method for edge networks;and three-dimensional path planning for unmanned aerial vehicles based on a hybrid strategy and an improved dung beetle optimization algorithm.
The proceedings contain 7 papers. The topics discussed include: resource aware power modelling for compute-bound tasks on GPUs;short-term prediction of solar irradiance based on TCB-GRU-MLP;enhancing HyperAttention: a...
ISBN:
(纸本)9798400716881
The proceedings contain 7 papers. The topics discussed include: resource aware power modelling for compute-bound tasks on GPUs;short-term prediction of solar irradiance based on TCB-GRU-MLP;enhancing HyperAttention: a novel approach for improved algorithmic efficiency;the application of neural networks in guitar style transformation;research and application of 5G+AI enabled personnel safety control within ship construction;recognition of the control parameters for the grid-forming converter based on an improved particle swarm algorithm;and intelligent production safety control technology for ship intelligent manufacturing 5G application.
The proceedings contain 226 papers. The topics discussed include: analyzing HPC utilization with PIKA and Vampir;portable cross-facility workflows for X-ray ptychography;towards sustainable post-exascale leadership co...
ISBN:
(纸本)9798350355543
The proceedings contain 226 papers. The topics discussed include: analyzing HPC utilization with PIKA and Vampir;portable cross-facility workflows for X-ray ptychography;towards sustainable post-exascale leadership computing;SANReN’s 100 Gbps data transfer service: transferring data fast!;framework for integrating machine learning methods for path-aware source routing;an Ising-based decision method for intra prediction mode in video coding;LLM-inference-bench: inference benchmarking of large language models on AI accelerators;ActorProf: a framework for profiling and visualizing fine-grained asynchronous bulk synchronous parallel execution;LIDC: a location independent multi-clustercomputing framework for data intensive science;and Parsl+CWL: towards combining the Python and CWL ecosystems.
The proceedings contain 54 papers. The topics discussed include: the impact of shareholder-firm geographic distance on perquisite consumption based on geospatial big data analysis;a study on short-term visibility pred...
ISBN:
(纸本)9798350373554
The proceedings contain 54 papers. The topics discussed include: the impact of shareholder-firm geographic distance on perquisite consumption based on geospatial big data analysis;a study on short-term visibility prediction model in Jiangsu Province based on random forest;CodeQuest mobile app: a comprehensive analysis of system performance and user evaluation for enhanced learning experiences;density peak semi-tied covariance matrices for gaussian mixture models;privacy-enhanced data sharing in multi-institutional healthcare;research on damage effect classification in wargame replay data based on deep neural network;streamlining data exchange in intelligent mines: cross-system services leveraging the industrial Internet platform;a cluster-aided ensemble classification method for data stream with mixed concept drift;and a knowledge enhanced pre-training model for Chinese Weibo sentiment analysis.
The proceedings contain 76 papers. The special focus in this conference is on Network and Parallel computing. The topics include: AsymFB: Accelerating LLM Training Through Asymmetric Model Parallelism;DaCP: Accelerati...
ISBN:
(纸本)9789819628636
The proceedings contain 76 papers. The special focus in this conference is on Network and Parallel computing. The topics include: AsymFB: Accelerating LLM Training Through Asymmetric Model Parallelism;DaCP: Accelerating Synchronization-Free SpTRSV via GPU-Friendly Data Communication and Parallelism Strategies;Diagnosability of the Lexicographic Product of Paths and Complete Bipartite Graphs Under PMC Model;DTuner: A Construction-Based Optimization Method for Dynamic Tensor Operators Accelerating;Efficient Implementation of the LOBPCG Algorithm on a CPU-GPU cluster;HP-CSF: An GPU Optimization Method for CP Decomposition of Incomplete Tensors;JediGAN: A Fully Decentralized Training of GAN with Adaptive Discriminator Averaging and Generator Selection;optimizing Vo-Viso: A Modified Methodology to Parallel computing with Isolating Data in Memristor Arrays;Parallel Computation of the Combination of Two Point Operations in Conic Curves Cryptosystem over GF(2n) Using Tile Self-assembly;parallel Construction of Independent Spanning Trees on 3-ary n-cube Networks;SpecInF: Exploiting Idle GPU Resources in Distributed DL Training via Speculative Inference Filling;swDarknet: A Heterogeneous Parallel Deep Learning Framework Suitable for SW26010 Pro Processor;VConv: Autotiling Convolution Algorithm Based on MLIR for Multi-core Vector accelerators;ACH-Code: An Efficient Erasure Code to Reduce Average Repair Cost in Cloud Storage Systems of Multiple Availability Zones;CMS: A Computility Resource Status Management and Storage Framework;fast Memory Disaggregation with SwiftSwap;HASLB: Huge Page Allocation Strategy Optimized for Load-Balance in Parallel computing Programs;lightFinder: Finding Persistent Items with Small Memory;miDedup: A Restore-Friendly Deduplication Method on Docker Image Storage Systems;SPLR: A Selective Packet Loss Recovery for Improved RDMA Performance;a cluster-Based Platoon Formation Scheme for Realistic Automated Vehicle Platooning;AnaNET: Anatomical Network fo
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