The proceedings contain 72 papers. The topics discussed include: effects of hotspots on throughput in mobile ad hoc networks;a localized broadcast scheme for minimizing power consumption in wireless mobile ad hoc netw...
ISBN:
(纸本)9780889866379
The proceedings contain 72 papers. The topics discussed include: effects of hotspots on throughput in mobile ad hoc networks;a localized broadcast scheme for minimizing power consumption in wireless mobile ad hoc networks;no-beacon GEDIR: location-based ad-hoc routing with less communication overhead;an information service infrastructure for ambient networks;battery efficient wireless system discovery scheme for inter-system handover;traffic analysis of mobile sensor networks;cross-layer design based data aggregation for maximizing network lifetime;performance evaluation of offloading software modules to cluster network;performance evaluation on low-latency communication mechanism of DIMMnet-2;a distribution technique for graph rewriting and model transformation systems;theory of commercial application management system and its implementation - amps;and performance of load balancing for grid computing.
The proceedings contain 30 papers. The topics discussed include: an efficient out-of-core implementation of Block Cholesky decomposition on a multi-GPU system;a methodology for characterizing applications for cloud co...
The proceedings contain 30 papers. The topics discussed include: an efficient out-of-core implementation of Block Cholesky decomposition on a multi-GPU system;a methodology for characterizing applications for cloud computing environments;social welfare maximization oriented admissions control over delay-sensitive media streams;a software architecture for distributed volume rendering on HPC systems;duty-cycle scheduling for intruder detection in wireless sensor networks;many-core acceleration of vertical plane radio wave propagation prediction;an autonomic detection and protection system for denial of service attack;supporting dynamic data structures in a shared-memory based GPGPU programming framework;improving the performance of document classification by using GPU parallelism;folded Torus based power aware interconnection topology for high-performance multicore architecture;and a power-aware versatile victim cache to reduce average memory latency in parallel architectures.
In this study, machine-learning technique is used to collect environmental data in real time and measures other aspects like soil moisture, temperature, water level, humidity. Water use efficiency has recently increas...
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ISBN:
(数字)9798331543358
ISBN:
(纸本)9798331543365
In this study, machine-learning technique is used to collect environmental data in real time and measures other aspects like soil moisture, temperature, water level, humidity. Water use efficiency has recently increased because to new agricultural techniques, sophisticated sensors as Micro Controller, and Wireless Sensor Network (WSN). Irrigation Fault Detection method based on XGBoost (IFD-XGBoost) Algorithm used as proposed method as robust to missing values imputing them naturally during tree splitting. The Suggested method is optimized for speed, using parallel and distributedcomputing to make predictions faster compare to other Regression Algorithm and avoid over fitting. Using Min-Max Normalization, features with different sizes and units can affect the efficacy of several machine learning algorithms. By warping the statistical relationship between features, removal of noisy data and error detection can reduce the machine learning models' efficiency. Lasso Regression is a linear model that combines regularization and feature selection. Additionally, less data will be kept in the centralized cloud as a result. Using the IFD-XGBoost Algorithm's ability to handle missing data, learn from past errors, and adjust parameters, our proposed approach would be the best model to implement. It outperform from other algorithm in Predictive accuracy, making it reliable for calculating water needs and forecasting weather. Investigating the implementation of several machine learning models that can offer the best real-world irrigation decision management is the main goal of this article. The comparative analysis to evaluate the IFD-XGBoost method yielded a minimum RMSE of 0.3524, MAE of 0.1832, MAPE of 4.24 with the highest accuracy of 99.2%, precision of 96.2% and AUC-ROC of 95%, indicates when combined, these metrics provide insightful data about each model's ability to anticipate future developments in irrigation systems.
The proceedings contain 68 papers. The topics discussed include: optimizing resources in real-time scheduling for fault tolerant processors;grid based real time collaborative system;scheduling tasks in mobile grid env...
ISBN:
(纸本)9781424476725
The proceedings contain 68 papers. The topics discussed include: optimizing resources in real-time scheduling for fault tolerant processors;grid based real time collaborative system;scheduling tasks in mobile grid environment using mobility based resource prediction;an efficient negotiation based algorithm for resources advanced reservation using hill climbing in grid computing system;optimized grid scheduling using two level decision algorithm (TLDA);scalable link analysis algorithm for a distributed memory environment;a scalable parallel wavelet transform based finite element solver;query slicing with pipeline processing: an effective approach towards improving application performance in a multicore environment;several approaches to parallelcomputing in the Boolean domain;an efficient key management scheme for mobile agents in distributed networks;and a fast genetic algorithm based static heuristic for scheduling independent tasks on heterogeneous systems.
The proceedings contain 6 papers. The topics discussed include: D-TDMA data buses with CSMA/CD arbitration bus on wireless 3D IC;supporting the development of soft-error resilient message passing applications using si...
ISBN:
(纸本)9780889869790
The proceedings contain 6 papers. The topics discussed include: D-TDMA data buses with CSMA/CD arbitration bus on wireless 3D IC;supporting the development of soft-error resilient message passing applications using simulation;LDU: a lightweight concurrent update method with deferred processing for Linux kernel scalability;a data block priority based load balancing algorithm for P2P streaming media;a distributed data store model satisfying sequential consistency or causal consistency with operation logs;and a change guide method based on developers' interaction and past recommendation.
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 20 papers. The topics discussed include: DRAS: fast dynamic rescheduling scheme eliminating redundant computation;comparison of table join execution time for parallel DBMS and MapReduce;GPU acc...
The proceedings contain 20 papers. The topics discussed include: DRAS: fast dynamic rescheduling scheme eliminating redundant computation;comparison of table join execution time for parallel DBMS and MapReduce;GPU accelerated vessel segmentation using Laplacian eigenmaps;generating realistic network graph models for fault-tolerant algorithm evaluation;seamless multicore parallelism in MATLAB;a hierarchical library for user-defined schedulers;a computational performance investigation of Java concurrency using multi-threading on multi-cored processors;SC-FDE transmission with strong Doppler effects;on crosstalk-free BPC permutations routing in an optical variable-stage shuffle-exchange network;interpolation-based object decomposition and parallel computation method for large-scale computer-generated hologram;power-efficient load distribution in heterogeneous computing environments;and SalbNet: a self-adapting load balancing network.
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 40 papers. The topics discussed include: cryptanalysis of vigenere cipher using genetic algorithm and dictionary analysis;cryptanalysis of vigenere cipher using genetic algorithm and dictionary...
ISBN:
(纸本)9780889867840
The proceedings contain 40 papers. The topics discussed include: cryptanalysis of vigenere cipher using genetic algorithm and dictionary analysis;cryptanalysis of vigenere cipher using genetic algorithm and dictionary analysis;parallel and concurrent search for fast and/or tree search on multicore processors;augmenting collaborative web applications with restful video conferencing;a static scheduling framework for deploying applications on multicore architectures;extended matchmaking with availability metrics in the WLCG/EGEE production grid;a partially network reconfiguration mechanism on two-dimensional mesh and torus with faults;a novel MAC protocol for time constrained transmission in mobile ad hoc and sensor networks;detecting method of parallelism from nested loops with loop carried data dependences;and parallel AES development for programmable devices.
The proceedings contain 97 papers. The topics discussed include: distributed coupling for multi-scale simulations;nonlinear analysis of masonry structures using mesoscale partitioned modelling;parallelcomputing of a ...
ISBN:
(纸本)9781905088423
The proceedings contain 97 papers. The topics discussed include: distributed coupling for multi-scale simulations;nonlinear analysis of masonry structures using mesoscale partitioned modelling;parallelcomputing of a prestressed concrete containment structure;a provident parallel dynamic Monte Carlo method;energy consumption optimisation in HPC service centres;enabling high performance computing for java applications using the message-passing interface;high performance communication framework for large scale workflows;an efficient parallel solver for elasto-plastic problems of mechanics;making massively parallel computations available for end users;direct numerical simulation of a turbulent lifted jet flame experiment by means of parallelcomputing;an efficient scalable solver for the global ocean sea-ice model MPIOM;numerical simulation of continuous media problems on hybrid computer systems;and parallel direct search in structural optimization.
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