The proceedings contain 35 papers. The topics discussed include: affordable HPC: leveraging small clusters for big data and graph computing;systematic literature review of VANET simulators: comparative analysis, techn...
ISBN:
(纸本)9798350349658
The proceedings contain 35 papers. The topics discussed include: affordable HPC: leveraging small clusters for big data and graph computing;systematic literature review of VANET simulators: comparative analysis, technological advancements, and research challenges;parallel swarm propagation for neural networks;implementing censorship-resistant trusted email using blockchain technology;new parallel order maintenance data structure;an optimization method for national cryptography algorithm;interactive data visualization to optimize decision-making process;the influence of implementing enterprise resource planning (ERP), human capital management (HCM), and supply chain management (SCM) to enhance company’s performance effectiveness;and research on user identity authentication method based on edge computing.
The proceedings contain 3 papers. The topics discussed include: mapping parallel matrix multiplication in GotoBLAS2 to the AMD versal ACAP for deep learning;exploring post quantum cryptography with quantum key distrib...
ISBN:
(纸本)9798400706448
The proceedings contain 3 papers. The topics discussed include: mapping parallel matrix multiplication in GotoBLAS2 to the AMD versal ACAP for deep learning;exploring post quantum cryptography with quantum key distribution for sustainable mobile network architecture design;and energy efficiency: a lattice Boltzmann study.
The proceedings contain 22 papers. The topics discussed include: hard real-time scheduling for parallel run-time systems;ABFR: convenient management of latent error resilience using application knowledge;improving per...
ISBN:
(纸本)9781450357852
The proceedings contain 22 papers. The topics discussed include: hard real-time scheduling for parallel run-time systems;ABFR: convenient management of latent error resilience using application knowledge;improving performance of iterative methods by lossy checkponting;CommAnalyzer: automated estimation of communication cost and scalability on HPC clusters from sequential code;a high-performance connected components implementation for GPUs;process-in-process: techniques for practical address-space sharing;thread-local concurrency: a technique to handle data race detection at programming model abstraction;and profiling distributed systems in lightweight virtualized environments with logs and resource metrics.
The proceedings contain 10 papers. The topics discussed include: an intelligent framework to parallelize hadoop phases;performance evaluation of a toolkit for sparse tensor decomposition;Hermes: a heterogeneous-aware ...
ISBN:
(纸本)9781450358996
The proceedings contain 10 papers. The topics discussed include: an intelligent framework to parallelize hadoop phases;performance evaluation of a toolkit for sparse tensor decomposition;Hermes: a heterogeneous-aware multi-tiered distributed I/O buffering system;profiling distributed systems in lightweight virtualized environments with logs and resource metrics;making profit with albatross: a runtime system for heterogeneous high-performance-computing clusters;lightweight authentication of fault-tolerant topic-channel queries in distributed systems;are existing knowledge transfer techniques effective to support deep learning on edge devices?;exploring the capabilities of mobile devices supporting deep learning;and locality-driven MRC construction and cache allocation.
The proceedings contain 210 papers. The topics discussed include: toward complex search for encrypted cloud data via blind index storage;cooperative game approach for energy-aware load balancing in clouds;a lightweigh...
ISBN:
(纸本)9781538637906
The proceedings contain 210 papers. The topics discussed include: toward complex search for encrypted cloud data via blind index storage;cooperative game approach for energy-aware load balancing in clouds;a lightweight privacy aware friend locator in mobile social networks;a routing scheme for software-defined satellite network;an efficient scheduling algorithm for energy consumption constrained parallel applications on heterogeneous distributed systems;popularity and cost aware energy-balanced strategy for named data wireless ad-hoc networks;an efficient hardware prefetcher exploiting the prefetch potential of long-stride access pattern on virtual address;and an immune-based optimization algorithm of multi-tenant resource allocation for geo-distributed data centers.
The proceedings contain 22 papers. The topics discussed include: SpotWeb: running latency-sensitive distributed web services on transient cloud servers;Parsl: pervasive parallel programming in python;kleio: a hybrid m...
ISBN:
(纸本)9781450366700
The proceedings contain 22 papers. The topics discussed include: SpotWeb: running latency-sensitive distributed web services on transient cloud servers;Parsl: pervasive parallel programming in python;kleio: a hybrid memory page scheduler with machine intelligence;MANA for MPI: MPI-agnostic network-agnostic transparent checkpointing;multi-level analysis of compiler-induced variability and performance tradeoffs;making root cause analysis feasible for large code bases: a solution approach for a climate model;HEXO: offloading HPC compute-intensive workloads on low-cost, low-power embedded systems;scheduling beyond CPUs for HPC;paths to fast barrier synchronization on the node;and combining data duplication and graph reordering to accelerate parallel graph processing.
The proceedings contain 36 papers. The topics discussed include: computing everywhere, all at once: harnessing the computing continuum for science;redundancy-free high-performance dynamic GNN training with hierarchica...
ISBN:
(纸本)9798400701559
The proceedings contain 36 papers. The topics discussed include: computing everywhere, all at once: harnessing the computing continuum for science;redundancy-free high-performance dynamic GNN training with hierarchical pipeline parallelism;Auto-HPCnet: an automatic framework to build neural network-based surrogate for high-performance computing applications;performance optimization using multimodal modeling and heterogeneous GNN;GPU-enabled asynchronous multi-level checkpoint caching and prefetching;RAPIDS: reconciling availability, accuracy, and performance in managing geo-distributed scientific data;FZ-GPU: a fast and high-ratio lossy compressor for scientific computing applications on GPUs;closing the performance gap between leveling and tiering compaction via bundle compaction;and let it go: relieving garbage collection pain for latency critical applications in Golang.
The proceedings contain 25 papers. The topics discussed include: a serverless framework for distributed bulk metadata extraction;file system semantics requirements of HPC applications;DStore: a fast, tailless, and qui...
ISBN:
(纸本)9781450382175
The proceedings contain 25 papers. The topics discussed include: a serverless framework for distributed bulk metadata extraction;file system semantics requirements of HPC applications;DStore: a fast, tailless, and quiescent-free object store for PMEM;adaptive configuration of in situ lossy compression for cosmology simulations via fine-grained rate-quality modeling;ARC: an automated approach to resiliency for lossy compressed data via error correcting codes;MPI-CorrBench: towards an MPI correctness benchmark suite;cache-aware sparse patterns for the factorized sparse approximate inverse preconditioner;and AITurbo: unified compute allocation for partial predictable training in commodity clusters.
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