NDLI: An algorithm for agent-based task scheduling in grid environments

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Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826)

Volume 7 - 2004

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Proceedings of 2004 International Conference on Machine Learning and Cybernetics

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826)

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Table of contents

Discovering Web usage patterns by mining cross-transaction association rules

Environment management model of multi-mode traffic system based on intelligent transportation systems

A highly automatic underwater target classifier system

Study on traffic flow prediction using RBF neural network

Recurrent network in network intrusion detection system

Using support vector machine in traffic analysis for Website recognition

A new method of data preprocessing and anomaly detection

Putting role-based discretionary access control into practice

A hierarchical strategy for active portfolio management considering transaction costs

Research on algorithms for achieving self-stabilization of communication protocols

Medical diagnostic image data fusion based on wavelet transformation and self-organising features mapping neural networks

Poetry stylistic analysis technique based on term connections

Traffic measurement algorithm for self-similar traffic based on probability admission mechanism

Adaptive layered multicast congestion control mechanism

A comparison of two machine learning methods for protein secondary structure prediction

An empirical comparison of alternative models of short interest rate with repo rate in the inter-bank market of China

A power control algorithm based on SIR with multiplicative stochastic noise

Using statistical analysis and support vector machine classification to detect complicated attacks

Research on precautions against data disaster of logic security smart card

An efficient brain magnetic resonance image segmentation method

An implementation of GCP-based cluster analysis

Research on distributed data storage model

Co-store: a distributed cooperative storage mechanism

Higen: an intelligent system for misuse detection

A detailed implement and analysis of MPLS VPN based on IPSec

A GA-based optimal gene subset selection method

Study of the mode of real-time and dynamic parking guidance and information systems based on fuzzy clustering analysis

Study of an optimum scheduling algorithm about buses in city intelligent transport systems

Research on buffering strategies for switching in WAN

Design and implementation of integrated protection apparatus in prefabricated substation

An algorithm for agent-based task scheduling in grid environments

Combining wavelet transform and Markov model to forecast traffic volume

ANN based designing system for industrial induction motors

A secure routing protocol for mobile ad-hoc networks

Modeling program behaviors by hidden Markov models for intrusion detection

An improved KNN method and its application to tumor diagnosis

The simulation and analysis of phase transition in computer networks

The simulated annealing method applied to protein structure prediction

A matter-element evaluation model for the individual credit of university students loan

Management ability evaluation for network management system of communication network based on state analysis

Rule induction for structural damage identification

Study on kinematic characteristics and singularities of a 3-DOF parallel robot

Research on event prediction in time-series data

An implementation of code-uploading mechanism in grid mobile service

A model-based clustering for time-series with irregular interval

A prototype of dynamically disseminating and discovering resource information for resource managements in computational grid

Forecast of intrusion behavior based on interactive knowledge discovery

A novel distributed cooperative fault-tolerance storage mechanism

Research of a negative selection algorithm and its application in anomaly detection

An anomaly intrusion detection method using average Hamming distance

Cognitive states classification from fMRI data using support vector machines

A clonal selection algorithm by using learning operator

Structured and semantic data extraction from Web pages

Studies on traditional Chinese poetry style identification

A novel asymmetric watermarking scheme

An approach for robot inverse velocity solution using genetic algorithm

A risk assessment approach for network information system

SX-RSRPM: a security integrated model for Web services

Secure and distributed conference-key distribution

A feature selection algorithm for document clustering based on word co-occurrence frequency

A new approach to Chinese person names recognition based on part-of-speech detecting

Adaptive algorithm for multi-agent learning optimal cooperative pursuit strategy based on Markov game

The application of data-oriented parsing technique in English-Chinese machine translation

Application of actor-critic learning to adaptive state space construction

A CBR-based support system of quick construction projects bids

A simulation model for the main engine of the modern container ship

Simulation study on sensor fault diagnoses of the temperature of the boiler high-temperature part metal wall

Electric power system load forecasting using separated modeling of Gompertz model

Study of multi-agent cooperation

Fault detection of power transformers using genetic programming method

Restricted-domain Chinese automatic question-answering system based on question sentence similarity

Design of finance service platform of e-government architecture in one-station service infrastructure

An algorithm for conceptual clustering of Chinese text

Intrusion detection using adaptive time-dependent finite automata

Capture the drifting of normal behavior traces for adaptive intrusion detection using modified SVMS

Combining PCA and entropy criterion to build ANN's architecture

Comparison of parallel and cascade methods for training support vector machines on large-scale problems

Using kernel PCA to improve eigenvoice speaker adaptation

Encoding a priori information in neural networks to improve its modeling performance under non-stationary environment

Research on online identification of the stator resistance using wavelet neural network

Scheduling for on-line taxi problem on a real line and competitive algorithms

A robust kernel PCA algorithm

Performance analysis of general interval systems using Lebesgue number lemma

The fault tendency analysis of hydro-generator based on WNN

Tuning of neural networks based on genetic algorithm and statistical learning theory

Verification and validation of AI simulation systems

Innovation process for temporal independent component analysis

Fault diagnosis of diesel engine combustion system based on neural networks

Neural network parallel modelling of broad domain nonlinear continuous mapping

Channel estimation for OFDM systems based on wavelets network interpolation algorithm

Research on natural gas load forecasting based on least squares support vector machine

Boosting feed-forward neural network for Internet traffic prediction

Research of a generic design model based on evolutionary algorithms

Using state-level information in the HMM

Multi-class SVM based remote sensing image classification and its semi-supervised improvement scheme

Decision feedback equalizers based on two weighted neural network

Neural networks learning using vbest model particle swarm optimisation

Digital signal processing based on wavelet and statistics method for vortex flowmeters

Integration model of monitoring dam safety based on rough wavelet network

Decision of the mechanical drive type with fuzzy characters based on the support vector machine

Solving a shortest path problem by ant algorithm

The research and implementation of intelligent intrusion detection system based on artificial neural network

A study of short-term load forecasting based on ARIMA-ANN

Nonlinear simulation of the Francis turbine neural network model

Consciousness modeling: a neural computing approach

Implementing associative memory with quantum neural networks

Incremental proximal support vector classifier for multi-class classification

A modal parameters identification method based on recurrent neural networks

Orthodoxy basis based on procedure neural networks

Artificial neural network for the noise characteristics of laser modeling

Critical vector learning to construct sparse kernel modeling with PRESS statistic

A selective approach to neural network ensemble based on clustering technology

Research on noise insensitive SVM based multi-class classifier

Adaptive 3D mesh reconstruction from dense unorganized weighted points using neural network

An improved multi-class algorithm for SVMs

Artificial neural networks for mobile robot acquiring heading angle

A dynamically switched crossover for genetic algorithms

3D object recognition and pose estimation using kernel PCA

Research of synchronous and asynchronous model for autonomous mobile robot

Design of a multiple classifier system

Hopfield neural network for the optimal cost

Modeling of cable fault system

Study of nonlinear system identification based on support vector machine

Study on the application of auto-associative neural network

Method of fault diagnosis on multilayer BP wavelet networks and its applications

Neural networks internal model control for water level of boiler drum in power station

Segmentation of images using support vector machines

An algebraic multi-class classification method

Hybrid NIDS based on biological immunology

SOSS: smart object-based storage system

Volume 4 - 2004

Volume 3 - 2004

Volume 2 - 2004

Volume 1 - 2004

Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693)

Proceedings. International Conference on Machine Learning and Cybernetics

An algorithm for agent-based task scheduling in grid environments

Content Provider	IEEE Xplore Digital Library
Author	Shun-Li Ding Jing-Bo Yuan Jiu-Bin Ju
Copyright Year	2004
Description	Author affiliation: Dept. of Comput. Sci. & Technol., Jilin Univ., Changchun, China (Shun-Li Ding; Jing-Bo Yuan; Jiu-Bin Ju)
Abstract	Resource management and task scheduling is a crucial problem (the core of all the questions) in grid environments. The aim of task scheduling is to take full advantage of grid resource and execute user's task request as early and quickly as possible. This paper introduces an agent-based resource management model and agent structure and its function. On the basis of local resource's adoption of the strategy "first come first served" to the task, we put forward a task scheduling algorithm using a technique of task advertisement and discovery. Agents are organized into a hierarchy and the algorithm is based on multi-agent cooperation, to ensure that this methodology achieves the goal of task scheduling.
Starting Page	2809
Ending Page	2814
File Size	578417
Page Count	6
File Format	PDF
ISBN	0780384032
DOI	10.1109/ICMLC.2004.1378510
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-08-26
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Scheduling algorithm Resource management Software systems Large-scale systems Conference management Scalability Process control Control systems Query processing Logic
Content Type	Text
Resource Type	Article

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