Lin Jia-Chun

Image of Lin Jia-Chun
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Room 8467
Username
Visiting address Ole-Johan Dahls Hus Gaustadalleèn 23D 0373 Oslo
Postal address Postboks 1080 Blindern 0316 OSLO

Education :

Mar. 2015

Doctoral program

National Chiao Tung University, Hsinchu, Taiwan.

Dept. of Computer Science and Engineering

June 2005

Master

Tunghai University, Taichung, Taiwan.

Dept. of Computer Science and Information Engineering

June 2003

Bachelor

 

National Taichung Institute of Technology, Taichung, Taiwan. Dept. of Information Management.

 

Teaching Experience :

June 2013 - Sept. 2013

External lecturer

 

Duale Hochschule Baden-Wurttemberg Mannheim, Germany,

International Management for Business and Information Technology

Course: Operating Systems

 

Work Experiences:

June 2015 – present

Postdoctoral researcher

Department of Informatics, University of Oslo, Norway.

June 2013 – Sept. 2013

External lecturer

 

Baden-Württemberg Cooperative State University in Mannheim, Germany.

International Management for Business and Information Technology

Sept. 2005 – Mar. 2015

 

Research assistant

National Chiao Tung University, Taiwan.

Institute of Computer Science and Engineering

Sept. 2005 – July 2012

 

Teaching assistant

National Chiao Tung University, Taiwan.

Courses:

  • Introduction to Formal Language
  • Introduction to Artificial Intelligence
  • Network Security
  • Introduction to Computer Security
  • Wireless Security

Sept. 2003 – July 2005

Research assistant

Tunghai University, Taichung, Taiwan.

Dept. of Computer Science

 

Academic Visiting Experiences:

Mar. 2014 - Feb. 2015

Research visit to Gottingen University, Germany

The visit was supported by the NSC DAAD Sandwich Scholarship Program.

Sept. 2013 - Feb. 2014

Research visit to Karlsruhe Institute of Technology (KIT), Germany

The visit was supported by the NSC DAAD Sandwich Scholarship Program.

May 2012 - Sept. 2013

Research visit to Karlsruhe Institute of Technology (KIT), Germany

This visit was supported by the scholarship of the Karlsruhe House of Young Scientists (KHYS).

Nov. 2012 - Apr. 2013

Research visit to Karlsruhe Institute of Technology (KIT), Germany

Aug. 2007 - Dec. 2007

Research visit to UC Berkeley, USA

This visit was supported by iCast (international collaboration Advancing security technology) project.

 

Research Interests:

Parallel and distributed systems, cloud computing, grid computing, MapReduce, Hadoop/YARN, job scheduling, resource management, reliability, energy consumption, fault tolerance, Big Data, Internet of things, performance modeling and analysis, formal methods, software modeling, software productline , software verification, queuing theory.

 

Honors:

2013

A visiting scholarship from the Karlsruhe House of Young Scientists (KHYS), Karlsruhe, Germany

2013

The NSC-DAAD Sandwich program scholarship

 

Research Projects :

June 2015- present

HyVar: Scalable Hybrid Variability for Distributed Evolving Software Systems (funded by the European Commission under the  Horizon 2020  framework program's call  H2020-ICT-2014-1  .)

Aug. 2012-July 2015

"Toward a highly reliable, scalable, and energy-efficient MapReduce framework" (NSC 101-2628-E 009 -024 -MY3), Taiwan.

Aug. 2012-July. 2015

"The construction of a co-allocation scheme based on a star-topology data grid with multiple users" (NSC 101-2221-E-009-003-My3), Taiwan.

Jan. 2010 - Dec. 2010

 

"Penetration testing of mobile devices and heterogeneous networks Ⅱ" (NSC 99-2219-E-009-013), Taiwan. (I am Also a student leader)

Jan. 2009 - Dec. 2009

 

"Penetration testing of mobile devices and heterogeneous networks" (NSC 98-2219-E-009-003), Taiwan. (I am Also a student leader)

 

Apr. 2008 December 2008

"WiSec: Wireless Security Operation Center program Design, Implementation, and Deployment" (NSC 97-2219-E-009-006), Taiwan.

Sept. 2005 - Aug. 2006

"The Study and Implementation of the Architecture of an Intrusion Detection System on a Grid System" (NSC 94-2622-E-029-006-CC3), Taiwan.

Sept. 2005 - Aug. 2006

"Integrating GRID and Intrusion Detection" (NSC 94-2213-E-029-028), Taiwan.

Sept. 2003 - Aug. 2004

"The Study of Intrusion Detection and Trace Back System under UDID" (NSC 92-2218-E-270-005), Taiwan.

Publications

  • Journal Papers :
  1. Jia-Chun Lin and Ming-Chang Lee "Performance Evaluation of Job Scheduler under Hadoop YARN", accepted by Concurrency and Computation: Practice and Experience in Nov. 2015.
  2. Jia-Chun Lin , Fang-Yie Leu, and Ying-Ping Chen, "Impacts of Task Re-execution Policy on MapReduce jobs," accepted by The Computer Journal in Oct. 2015.
  3. Ming-Chang Lee, Jia-Chun Lin , and Ramin Yahyapour, "Hybrid Job-driven Scheduling for MapReduce Virtual Clusters," accepted by IEEE Transactions on Parallel and Distributed Systems (TPDS), 2015. DOI:   http: //dx.doi .org / 10.1109 / TPDS.2015.2463817 (SCI, EI)
  4. Jia-Chun Lin , Fang-Yie Leu, and Ying-Ping Chen, "Impact of MapReduce Policies on Job Completion Reliability and Job Energy Consumption," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 26, No. 5, pp. 1364-1378, 2015. DOI:  http://dx.doi.org/10.1109/TPDS.2014.2374600 (SCI, EI)
  5. Jia-Chun Lin , Fang-Yie Leu, and Ying-Ping Chen, "Analyzing Job Completion Reliability and Job Energy Consumption for a Heterogeneous Cluster MapReduce under Different Intermediate Data Replication Policies," Journal of Supercomputing , 1-21, 2014. ( SCI, EI)
  6. Jia-Chun Lin , Fang-Yie Leu, and Ying-Ping Chen, "Palsy: A Proactive and Adaptive Redundant System for Enhancing MapReduce Job Completion Reliability and Service Quality," to be published by the Journal of Information Science and Engineering , 2014. ( SCI, EI)
  7. Jia-Chun Lin , Shiuhpyng Shieh, and Chia-Wei Hsu, "Proactive Distributed Digital Evidence Preservation with Tamper Resistance, Perfect Secrecy and High Survivability," Journal of Information Science and Engineering , 30, 1847-1864, 2014. (SCI, EI )
  8. Jia-Chun Lin , Fang-Yie Leu, and Ying-Ping Chen, "Analyzing Job Completion Reliability and Job Energy Consumption for a General MapReduce Infrastructure," Journal of High Speed ​​Networks , Vol. 19, No.3, pp. 203- 214, 2013. (EI)
  9. Fang-Yie Leu, Keng-Yen Chao Ming-Chang Lee, and Jia-Chun Lin , "A semi-preemptive Computational Service System with limited Resources and Dynamic Resource Ranking," Algorithms , Vol. 5, issue 1, March 2012, pp. 113-147.
  10. Fang-Yie Leu, Ming-Chang Li, Jia-Chun Lin , and Chao-Tung Yang, "Detection Workload in a Dynamic Grid-based Intrusion Detection Environment," Journal of Parallel and Distributed Computing , vol.68, issue 4, April 2008 pp.427-442. (SCI, EI)

 

  • Conference Papers :
  1. Jia-Chun Lin, Ingrid Chieh Yu, Einar Broch Johnsen, and Ming-Chang Lee, "ABS-YARN: A Formal Framework for Modeling Hadoop YARN Clusters" accepted by 19 th International Conference on Fundamental Approaches to Software Engineering (FASE 2016).
  2. Olaf Owe, Jia-Chun Lin , and Ingrid Chieh Yu, "A Formal Framework Supporting Unrestricted Software Changes in Object-Oriented Concurrent Systems", accepted by the 27th Nordic Workshop on Programming Theory (NWPT 2015).
  3. Jia-Chun Lin , Ming-Chang Lee, and Ramin Yahyapour, "Scheduling MapReduce Tasks on Virtual MapReduce Clusters from a Tenant's Perspective," to be published on 2014 IEEE International Conference on Big Data (BigData 2014), pp. 141-146.
  4. Jia-Chun Lin , Fang-Yie Leu, Ying-ping Chen, and Waqaas Munawar, "Impact of MapReduce Task Re-execution Policy on Job Completion Reliability and Job Completion Time," In  Proceedings of the 28 th IEEE  International Conference on Advanced Information Networking and Applications (AINA-2014) , 2014, pp. 712-718, EI. (The acceptance rate is 27%).
  5. Jia-Chun Lin Fang-Yie Leu, Ming-Chang Lee, and Ying-Ping Chen, "Deriving Job Job Completion Reliability and Energy Consumption for Infrastructure from a Single-General MapReduce Job Perspective," In  Proceedings of the 27th IEEE International Conference on advanced Information Networking and Applications (AINA-2013), 2013, pp. 1642-1647, EI.
  6. Fang-Yie Leu, Ming-Chang Lee, and Jia-Chun Lin , "Improving Data Grids Performance by Using Popular File replicates First Algorithm," The International Conference on Broadband and Wireless Computing, Communications and Applications (BWCCA 2011), Oct. 2011, pp. 416-421. (A).
  7. Warren W. Lin, Shiuhpyng Shieh, and Jia-Chun Lin , "A Pollution Attack Resistant Multicast Authentication Scheme Tolerant two Packet Loss," The International Conference on Secure System Integration and Reliability Improvement (SSIRI '08), July 2008, pp. 8 -15.
  8. Che-Cheng Lin, Shiuhpyng Shieh, and Jia-Chun Lin : Lightweight, Distributed Key Agreement Protocol for Wireless Sensor Networks. The International Conference on Secure System Integration and Reliability Improvement (SSIRI '08), July 2008, pp. 96-102.
  9. Yie Fang-Leu, Fuu-Chengjiang, Chang Ming-Li, and Jia-Chun Lin , "An Enhanced dgid Platform for Intrusion Detection," The International Conference on Autonomic and Trusted Computing (ATC 2007), Hong Kong, China, July 2007 (Lecture Notes in Computer Science, Springer-Verlag.), pp. 559-568.
  10. Fang-Yie Leu, Ming-Chang Li, and Jia-Chun Lin , "Intrusion Detection based on Grid," International Multi-Conference on Computing in the Global Information Technology (ICCGI 2006), Romania, Aug. 2006 pp. 62-67.
  11. Fang-Yie Leu, Ming-Chang Li, and Jia Chun Lin , "An Intrusion Detection System on Dynamic Detection Environment," International Conference on Computational Science and Its Applications (ICCS 2006), May 2006.
  12. Yie Fang-Leu, Jia-Chun Lin , Chang Ming-Li, and Yang Chao-Tung, "A Performance-Based Grid Intrusion Detection System," Proceedings of the 29 TH International Computer Software and Applications Conference (COMPSAC 2005), Edinburgh Scotland , July 26-28, 2005. (EI)
  13. Yie Fang-Leu, Jia-Chun Lin , Chang Ming-Li, Yang Chao-Tung and Bo-Qi Shi, "Integrating with Intrusion Detection Grid," the 19th IEEE International Conference on Advanced Information Networking and Applications (AINA 2005) Taipei Taiwan , March 2005, pp.304-309. (A)

 

  • Book Chapters :
  1. Jia-Chun Lin , Fang-Yie Leu, and Ying-Ping Chen, "Rehren: A Hybrid Redundant System for Improving Reliability and Availability MapReduce," accepted by Springer series on Modeling and Optimization in Science & Technology, 2013.
  • Johnsen, Einar Broch; Lin, Jia-Chun & Yu, Ingrid Chieh (2016). Comparing AWS Deployments Using Model-Based Predictions. Lecture Notes in Computer Science.  ISSN 0302-9743.  9953, s 482- 496 . doi: 10.1007/978-3-319-47169-3_39
  • Lee, Ming-Chang; Lin, Jia-Chun & Yahyapour, Ramin (2016). Hybrid Job-Driven Scheduling for Virtual MapReduce Clusters. IEEE Transactions on Parallel and Distributed Systems.  ISSN 1045-9219.  27(6), s 1687- 1699 . doi: 10.1109/TPDS.2015.2463817
  • Lin, Jia-Chun & Lee, Ming-Chang (2016). Performance evaluation of job schedulers on Hadoop YARN. Concurrency and Computation.  ISSN 1532-0626.  28(9), s 2711- 2728 . doi: 10.1002/cpe.3736
  • Lin, Jia-Chun; Leu, Fang-Yie & Chen, Ying-Ping (2016). Impacts of Task Re-Execution Policy on MapReduce Jobs. Computer journal.  ISSN 0010-4620.  59(5), s 701- 714 . doi: 10.1093/comjnl/bxv105
  • Lin, Jia-Chun; Yu, Ingrid Chieh; Johnsen, Einar Broch & Lee, Ming-Chang (2016). ABS-YARN: A Formal Framework for Modeling Hadoop YARN Clusters, In Perdita Stevens & Andrzej Wąsowski (ed.),  Fundamental Approaches to Software Engineering: 19th International Conference, FASE 2016, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2016, Eindhoven, The Netherlands, April 2-8, 2016, Proceedings.  Springer.  ISBN 3662496658.  KAPITTEL.  s 49 - 65

View all works in Cristin

  • Johnsen, Einar Broch; Lin, Jia-Chun & Yu, Ingrid Chieh (2016). AWS deployments using model-based predictions.
  • Lin, Jia-Chun; Yu, Ingrid Chieh; Johnsen, Einar Broch & Lee, Ming-Chang (2016). ABS-YARN: A Formal Framework for Modeling Hadoop YARN Clusters.
  • Owe, Olaf; Lin, Jia-Chun & Yu, Ingrid Chieh (2015). A Formal Framework Supporting Unrestricted Software Changes in Object-Oriented Concurrent Systems.

View all works in Cristin

Published June 16, 2015 12:59 PM - Last modified Mar. 3, 2016 4:42 PM