About BECS 2022

Edge clouds are becoming an important computing infrastructure for collecting and processing big data as low-latency and reliable communication technologies such as 5G, and Web of Things (WoT) are developed and deployed. Edge clouds are especially useful for efficient and secure data collection and processing for smart cities and smart factories. In edge cloud environments, it is essential to provide web services by efficiently collecting and processing various types of big data in real-time. In addition, it is necessary to develop a framework for building big data service applications in a reliable and usable manner. The second edition of the BECS workshop aims to provide a venue in which scholars and practitioners can share their experiences and present on-going work on providing value-added web services for users by utilizing big data in edge cloud environments

Workshop Program

The workshop starts at 9:00 a.m. CEST on July 8, 2022.
The workshop program is as follows (all time is in Central European Standard Time, CEST):

09:00-09:05 CEST Opening
09:05-09:50 CEST Keynote talks

Autonomic Edge Computing for Air Quality Monitoring
Michael Mrissa, InnoRenew CoE, University of Primorska, Slovenia

Fire management at the Melghat Tiger Reserve through Edge Computing
Abhishek Srivastava, Indian Institute of Technology Indore, India
09:50-10:30 CEST Paper session I

CodeBERT Based Software Defect Prediction for Edge-Cloud Systems
Sunjae Kwon, Jong-In Jang, Sungu Lee, Korea Advanced Institute of Science and Technology, South Korea
Duksan Ryu, Jeonbuk National University, South Korea
Jongmoon Baik, Korea Advanced Institute of Science and Technology, South Korea

A Novel Hybrid Approach for Localization in Wireless Sensor Networks
Uttkarsh Agrawal and Abhishek Srivastava, Indian Institute of Technology Indore, India
10:30-11:00 CEST Break
11:00-12:00 CEST Paper session II

An Empirical Analysis on Just-In-Time Defect Prediction Models for Self-driving Software Systems
Jiwon Choi, Saranya Manikandan, Duksan Ryu, Jeonbuk National University, South Korea
Jongmoon Baik, Korea Advanced Institute of Science and Technology, South Korea

Knowledge Sharing in Proactive WoT Multi-Environment Models
Rubén Rentero-Trejo, Jaime Galán-Jiménez, José García-Alonso, Javier Berrocal, and Juan Manuel Murillo Rodríguez, Universidad de Extremadura, Spain

Multivariate Time series Anomaly Detection based on reconstructed differences using Graph Attention Networks
Jungmo Kang and Myoungho Kim, Korea Advanced Institute of Science and Technology, South Korea
12:00-12:05 CEST Closing

Position Papers

  • Generating Automated Layout Design using Multi-Population Genetic Algorithm

    Arun Kumar, Indian Institute of Technology Indore, India
    Kamlesh Dutta, National Institute of Technology, Hamirpur, India

  • Visualization of consensus mechanisms in PoS based blockchain protocols

    Daniil Baldouski and Aleksandar Tošić, InnoRenew CoE, Slovenia

Topics of Interest

Relevant topics include, but are not limited to:

  • Web services in edge clouds
  • Web of things in edge clouds
  • AI in Edge Computing (Edge AI)
  • Dependable and highly usable big data platforms
  • Distributed data collection, analysis and prediction
  • Stream data processing in edge clouds
  • Big knowledge graphs for distributed edge cloud environments
  • Modeling and mashup of edge cloud services
  • Microservice architecture for edge cloud environments
  • Edge-cloud interaction and collaboration

Workshop Organizers

In-Young Ko

Korea Advanced Institute of Science and Technology (KAIST)

Abhishek Srivastava

Indian Institute of Technology Indore (IIT Indore), India

Michael Mrissa

InnoRenew CoE, University of Primorska, Slovenia

Technical Program Committee

  • Doo-Hwan Bae, Korea Advanced Institute of Science and Technology, South Korea
  • Jongmoon Baik, Korea Advanced Institute of Science and Technology, South Korea
  • Ben Njima Cheyma, MARS Lab, Tunisia
  • Eunkyoung Jee, Korea Advanced Institute of Science and Technology, South Korea
  • Minsoo Kim, Korea Advanced Institute of Science and Technology, South Korea
  • Jemin Lee,Sungkyunkwan University, South Korea
  • Faïza Loukil, Université Polytechnique Hauts-de-France, France
  • Martin Musicante, UFRN, Brazil
  • Jongse Park, Korea Advanced Institute of Science and Technology, South Korea
  • Placido Souza Neto, IFRN, Brazil
  • Prabhat K. Upadhyay, Indian Institute of Technology Indore, India
  • Seongwook Youn, Korea National University of Transportation

Important Dates

(AoE)
  • Paper submission deadline: April 24, 2022 → May 8, 2022
  • Notification of acceptance: May 31, 2022
  • Workshop day: July 5, 2022 → July 8, 2022
  • Camera-ready: July 29, 2022

Paper Submission

Authors are invited to submit full papers (maximum length of 12 pages, including all references and figures) or short/demo papers (maximum length of 6 pages, including all references and figures). Papers should be formatted according to the Springer’s LNCS formatting guidelines

All papers should be submitted through the EasyChair platform.

Accepted papers will be included in the post-workshop proceedings to appear in Springer's CCIS series. A few high quality submissions will be invited to submit an extended version of the paper to a special issue of the Journal of Web Engineering (indexed in SCIE and in Scopus).

For each accepted paper, at least one author must attend the workshop and present the paper. Registration is subject to the terms and conditions of ICWE.

Contact: becs2022@easychair.org