The proceedings contain 11 papers. The topics discussed include: scaling distributed training of flood-filling networks on HPC infrastructure for brain mapping;strategies to deploy and scale deep learning on the summi...
ISBN:
(纸本)9781728160115
The proceedings contain 11 papers. The topics discussed include: scaling distributed training of flood-filling networks on HPC infrastructure for brain mapping;strategies to deploy and scale deep learning on the summit supercomputer;deep learning for gap crossing ability of ground vehicles;deep learning accelerated light source experiments;deep facial recognition using tensor?ow;scaling tensorflow, PyTorch, and MXNet using MVAPICH2 for high-performance deep learning on frontera;highly-ccalable, physics-informed GANs for learning solutions of stochastic PDEs;DeepDriveMD: deep-learning driven adaptive molecular simulations for protein folding;and deep learning accelerated light source experiments.
The proceedings contain 34 papers. The topics discussed include: computing infrastructure for ATLAS data analysis in the Italian grid cloud;Cluman: advanced cluster management for the large-scale infrastructures;auton...
The proceedings contain 34 papers. The topics discussed include: computing infrastructure for ATLAS data analysis in the Italian grid cloud;Cluman: advanced cluster management for the large-scale infrastructures;autonomous system management for the ALICE high-level-trigger cluster using the SysMES framework;online data storage service strategy for the CERN computer centre;INFN-CNAF tier-1 storage and data management systems for the LHC experiments;the national analysis facility at DESY - status and use cases by the participating experiments;improving CMS data transfers among its distributedcomputing facilities;powering physics data transfers with FDT;high throughput WAN data transfer with Hadoop-based storage;WNoDeS, a tool for integrated grid and cloud access and computing farm virtualization;first challenges for the ALICE Tier2 centre at GSI;and building a high performance computing infrastructure for novosibirsk scientific center.
The proceedings contain 66 papers. The special focus in this conference is on distributed Systems, Social Networks, and Applications. The topics include: An algorithm for partitioning community graph into sub-communit...
ISBN:
(纸本)9788132225287
The proceedings contain 66 papers. The special focus in this conference is on distributed Systems, Social Networks, and Applications. The topics include: An algorithm for partitioning community graph into sub-community graphs using graph mining techniques;a forensic tool for distributed systems;deterministic transport protocol verified by a real-time actuator and sensor network simulation for distributed active turbulent flow control;improved resource provisioning in hadoop;cuckoo search for influence maximization in social networks;an interactive system for event detection and trend analysis for twitter data;design and implementation of a hierarchical content delivery network interconnection model;solving reliability problems in complex networks with approximated cuts and paths;a correlation analysis for complex real-world network graphs;on solving the multi-depot vehicle routing problem;prediction of crop and intrusions using WSN;ethernet MAC verification by efficient verification methodology for soc performance improvement;a random access registration and scheduling based MAC protocol with directional antennas for improving energy efficiency;a key agreement algorithm based on ECDSA for wireless sensor network;reduction in resource consumption to enhance cooperation in MANET using compressive sensing;AODV and ZRP protocols performance study using OPNET simulator and exata emulator;optimal probabilistic cluster head selection for energy efficiency in WSN;firefly algorithm approach for localization in wireless sensor networks;fuzzy based analysis of energy efficient protocols in heterogeneous wireless sensor networks and bee colony optimization for data aggregation in wireless sensor networks.
The proceedings contain 15 papers. The topics discussed include: a basic analysis of medium access control for full-duplex WLAN;adaptive load balancing for 60ghz wireless LAN with ROF-based distributed antennas;design...
ISBN:
(纸本)9784907626303
The proceedings contain 15 papers. The topics discussed include: a basic analysis of medium access control for full-duplex WLAN;adaptive load balancing for 60ghz wireless LAN with ROF-based distributed antennas;design of WiFi-AP operating channel estimation scheme for sensor node;an eye movement study on scientific papers using wearable eye tracking technology;player identification by motion features in sport videos using wearable sensors;SenStick: a rapid prototyping platform for sensorizing things;proposal and implementation of a new method of selecting the optimal relay server using NTMobile;semantic relation among spatial objects for situation-aware services in interactive smart spaces;topic models considering the meteorological context and users' preference;IoT-based bus location system;on-demand barrier-free information provision system for providing sensor information from general-purpose wheelchair users;scheduling beacon transmissions in receiver-initiated MAC protocols for low-delay wireless sensor networks;fast spatial twitter search method using location adaptive range query;a TCP enhancement for millimeter wave links;evaluating number of days needed to predict anxiety by using smartphone;a seamless handover method using IEEE 802.21 and NTMobile for Android smartphones;and utilizing one-way roads in static-node-assisted vehicular networks.
The proceedings contain 6 papers. The topics discussed include: scalable parallel algorithm for fast computation of transitive closure of graphs on shared memory architectures;accelerating messages by avoiding copies ...
ISBN:
(纸本)9781665411400
The proceedings contain 6 papers. The topics discussed include: scalable parallel algorithm for fast computation of transitive closure of graphs on shared memory architectures;accelerating messages by avoiding copies in an asynchronous task-based programming model;parallel SIMD - a policy based solution for free speed-up using C++ data-parallel types;Taskflow-San: sanitizing erroneous control flow in taskflow graphs;performance evaluation of python parallel programming models: Charm4py and mpi4py;and evaluation of distributed tasks in stencil-based application on GPUs.
The proceedings contain 137 papers. The special focus in this conference is on Advanced computing, networking and Informatics. The topics include: Image and template security for palmprint;Extending network lifetime b...
ISBN:
(纸本)9788132216643
The proceedings contain 137 papers. The special focus in this conference is on Advanced computing, networking and Informatics. The topics include: Image and template security for palmprint;Extending network lifetime by time-constrained data aggregation in wireless sensor networks;The complex network analysis of power grid;Comparison and analysis of node deployment for efficient coverage in sensor network;performance analysis of routing protocols for VANETs with real vehicular traces;A bluetooth-based autonomous mining system;Transistor representation of a low-power reversible 32-bit comparator;Performance enhancement of brillouin distributed temperature sensor using optimized fiber;To study the architectural designs of a proposed comprehensive software extractor for reengineering tool;Detection of web-based attacks by analyzing web server log files;A survey of energy-aware routing protocols and mechanisms for mobile ad hoc networks;Lexical ontology-based computational model to find semantic similarity;Energy-efficient cluster-based aggregation protocol for heterogeneous wireless sensor networks;Digital watermarking based on magic square and ridgelet transform techniques;Circle of trust;Design of a Biometric security system using support vector machine classifier;Impact of distance measures on the performance of clustering algorithms;Gender identification using gait biometrics;A survey on business context;Enhanced caching for geocast routing in vehicular ad hoc network;Cooperation enforcement and collaboration inducement in mobile ad hoc networks and Uncoupling of mobile cloud computing services and Non-subsampled contourlet transform-based image denoising in ultrasound images using elliptical directional windows and block-based noise estimation.
The proceedings contain 153 papers. The special focus in this conference is on Parallel Programming and Tools. The topics include: Exploiting massively parallel architectures for the solution of diffusion and propagat...
ISBN:
(纸本)9783540593935
The proceedings contain 153 papers. The special focus in this conference is on Parallel Programming and Tools. The topics include: Exploiting massively parallel architectures for the solution of diffusion and propagation problems;summarising an experiment in parallel programming language design;language, compiler and parallel database support for I/O intensive applications;using optimistic execution techniques as a parallelisation tool for general purpose computing;system management tools for SHPC systems;multi-operation multi-machine scheduling;a PVM tool for automatic test generation on parallel and distributed systems;obtaining high performance data transmission in the internet;parallel processing on heterogeneous networks for GIS applications;block loss reduction in ATM networks;characterizing the resource demands of TCP/IP;implementing communication latency hiding in high-latency computer networks;modeling speedup of SPMD applications on the lntel paragon;a hierarchical approach to workload characterization for parallel systems;performance analysis of cray t3d and connection machine CM-5;numerically intensive computing as a benchmark for parallel computer architectures;a preliminary performance evaluation of the quadrics architecture with the DARPA image understanding benchmark;an integrated approach to performance and testing analysis for parallel systems;structured parallelisation of the flow simulation package TRIWAQ;high-performance computing and networking for climate research;parallel solution strategies for triangular systems arising from oil reservoir simulations;parallelisation of surface-related multiple elimination;a parallel semi-implicit method for 3D nonlinear magnetohydrodynamics and the pandore data-parallel compiler and its portable runtime.
The proceedings contain 7 papers. The topics discussed include: fast triangle counting on the GPU;accelerating sparse Cholesky factorization on GPUs;distributed control: priority scheduling for single source shortest ...
ISBN:
(纸本)9781479970568
The proceedings contain 7 papers. The topics discussed include: fast triangle counting on the GPU;accelerating sparse Cholesky factorization on GPUs;distributed control: priority scheduling for single source shortest paths without synchronization;using vertex-centric programming platforms to implement SPARQL queries on large graphs;when merging and branch predictors collide;data-driven techniques to overcome workload disparity;heterogeneous concurrent execution of Monte Carlo photon transport on CPU, GPU and MIC;and an extremely fast algorithm for identifying high closeness centrality vertices in large-scale networks.
The proceedings contain 9 papers. The topics discussed include: DeltaFS: exascale file systems scale better without dedicated servers;taming the cloud object storage with MOS;experiences in using OS-level virtualizati...
ISBN:
(纸本)9781450340083
The proceedings contain 9 papers. The topics discussed include: DeltaFS: exascale file systems scale better without dedicated servers;taming the cloud object storage with MOS;experiences in using OS-level virtualization for block I/O;BAD-Check: bulk asynchronous distributed checkpointing;tackling the reproducibility problem in storage systems research with declarative experiment specifications;comparative I/O workload characterization of two leadership class storage clusters;heavy-tailed distribution of parallel I/O system response;pattern-driven parallel I/O tuning;and automatic and transparent I/O optimization with storage integrated application runtime support.
The proceedings contain 6 papers. The topics discussed include: iterative methods with mixed-precision preconditioning for ill-conditioned linear systems in multiphase CFD simulations;optimized cascadic multigrid Para...
ISBN:
(纸本)9781665411288
The proceedings contain 6 papers. The topics discussed include: iterative methods with mixed-precision preconditioning for ill-conditioned linear systems in multiphase CFD simulations;optimized cascadic multigrid Parareal method for explicit time-marching schemes;unleashing the performance of bmSparse for the sparse matrix multiplication in GPUs;passel: improved scalability and efficiency of distributed SVM using a cacheless PGAS migrating thread architecture;batched sparse iterative solvers for computational chemistry simulations on GPUs;and usability of Markov chain Monte Carlo preconditioners in practical problems.
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