Jia-Chun Lin

Orcid: 0000-0003-3374-8536

According to our database1, Jia-Chun Lin authored at least 45 papers between 2005 and 2024.

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Bibliography

2024
Evaluation of K-Means Time Series Clustering Based on Z-Normalization and NP-Free.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
RePAD2: Real-Time, Lightweight, and Adaptive Anomaly Detection for Open-Ended Time Series.
CoRR, 2023

Threats and Risk on Using Digital Technologies for Remote Health Care Process.
Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023

RePAD2: Real-Time Lightweight Adaptive Anomaly Detection for Open-Ended Time Series.
Proceedings of the 8th International Conference on Internet of Things, 2023

RoLA: A Real-Time Online Lightweight Anomaly Detection System for Multivariate Time Series.
Proceedings of the 18th International Conference on Software Technologies, 2023

Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection.
Proceedings of the 18th International Conference on Software Technologies, 2023

An Explainable Deep Learning-based Approach for Multivariate Time Series Anomaly Detection in IoT.
Proceedings of the International Conference on Frontiers of Information Technology, 2023

NP-Free: A Real-Time Normalization-free and Parameter-tuning-free Representation Approach for Open-ended Time Series.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2021
DistTune: Distributed Fine-Grained Adaptive Traffic Speed Prediction for Growing Transportation Networks.
CoRR, 2021

SALAD: Self-Adaptive Lightweight Anomaly Detection for Real-time Recurrent Time Series.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

How Far Should We Look Back to Achieve Effective Real-Time Time-Series Anomaly Detection?
Proceedings of the Advanced Information Networking and Applications, 2021

2020
A configurable and executable model of Spark Streaming on Apache YARN.
Int. J. Grid Util. Comput., 2020

ReRe: A Lightweight Real-time Ready-to-Go Anomaly Detection Approach for Time Series.
CoRR, 2020

Distributed Fine-Grained Traffic Speed Prediction for Large-Scale Transportation Networks Based on Automatic LSTM Customization and Sharing.
Proceedings of the Euro-Par 2020: Parallel Processing, 2020

ReRe: A Lightweight Real-Time Ready-to-Go Anomaly Detection Approach for Time Series.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

RePAD: Real-Time Proactive Anomaly Detection for Time Series.
Proceedings of the Advanced Information Networking and Applications, 2020

DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction.
Proceedings of the Advanced Information Networking and Applications, 2020

2019
PDS: Deduce elder privacy from smart homes.
Internet Things, 2019

A Flexible Framework for Program Evolution and Verification.
Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development, 2019

A Framework for Flexible Program Evolution and Verification of Distributed Systems.
Proceedings of the Model-Driven Engineering and Software Development, 2019

2018
Privacy Mining from IoT-Based Smart Homes.
Proceedings of the Advances on Broadband and Wireless Computing, 2018

Modeling and Simulation of Spark Streaming.
Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

EasyChoose: A Continuous Feature Extraction and Review Highlighting Scheme on Hadoop YARN.
Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

2017
A Model-Based Scalability Optimization Methodology for Cloud Applications.
Proceedings of the 2017 IEEE 7th International Symposium on Cloud and Service Computing, 2017

2016
Hybrid Job-Driven Scheduling for Virtual MapReduce Clusters.
IEEE Trans. Parallel Distributed Syst., 2016

Performance evaluation of job schedulers on Hadoop YARN.
Concurr. Comput. Pract. Exp., 2016

Impacts of Task Re-Execution Policy on MapReduce Jobs.
Comput. J., 2016

Comparing AWS Deployments Using Model-Based Predictions.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation: Discussion, Dissemination, Applications, 2016

ABS-YARN: A Formal Framework for Modeling Hadoop YARN Clusters.
Proceedings of the Fundamental Approaches to Software Engineering, 2016

2015
Impact of MapReduce Policies on Job Completion Reliability and Job Energy Consumption.
IEEE Trans. Parallel Distributed Syst., 2015

Analyzing job completion reliability and job energy consumption for a heterogeneous MapReduce cluster under different intermediate-data replication policies.
J. Supercomput., 2015

PAReS: A Proactive and Adaptive Redundant System for MapReduce.
J. Inf. Sci. Eng., 2015

2014
Proactive Distributed Digital Evidence Preservation with Tamper Resistance, Perfect Secrecy and High Survivability.
J. Inf. Sci. Eng., 2014

Scheduling MapReduce tasks on virtual MapReduce clusters from a tenant's perspective.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Impact of MapReduce Task Re-execution Policy on Job Completion Reliability and Job Completion Time.
Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

2013
Analyzing job completion reliability and job energy consumption for a general MapReduce infrastructure.
J. High Speed Networks, 2013

Deriving Job Completion Reliability and Job Energy Consumption for a General MapReduce Infrastructure from Single-Job Perspective.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012
A Semi-Preemptive Computational Service System with Limited Resources and Dynamic Resource Ranking.
Algorithms, 2012

2011
Improving Data Grids Performance by Using Popular File Replicate First Algorithm.
Proceedings of the 2011 International Conference on Broadband, 2011

2008
Detection workload in a dynamic grid-based intrusion detection environment.
J. Parallel Distributed Comput., 2008

Lightweight, Distributed Key Agreement Protocol for Wireless Sensor Networks.
Proceedings of the Second International Conference on Secure System Integration and Reliability Improvement, 2008

A Pollution Attack Resistant Multicast Authentication Scheme Tolerant to Packet Loss.
Proceedings of the Second International Conference on Secure System Integration and Reliability Improvement, 2008

2007
An Enhanced DGIDE Platform for Intrusion Detection.
Proceedings of the Autonomic and Trusted Computing, 4th International Conference, 2007

2005
A Performance-Based Grid Intrusion Detection System.
Proceedings of the 29th Annual International Computer Software and Applications Conference, 2005

Integrating Grid with Intrusion Detection.
Proceedings of the 19th International Conference on Advanced Information Networking and Applications (AINA 2005), 2005


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