IEEE INTERNATIONAL CONFERENCE ON JOINTCLOUD COMPUTING

Table of JCC Contents

• MRASS: Dynamic Task Scheduling enabled High Multi-cluster Resource Availability in JointCloud

  Author:F. Gao, H. Wang, P. Shi, X. Fu, T. Zhong, J. Kong

• ProxyDWRR: A Dynamic Load Balancing Approach for Heterogeneous-CPU Kubernetes Clusters

  Author:Q. Wang, Y. Ren, S. Yang, J. Guan, B. Li, J. Zhang, Y. Tan

• Towards A Secure Joint Cloud With Confidential Computing

  Author:X. Zhao, M. Li, E. Feng, Y. Xia

• Resource Usage Prediction Based on BILSTM-GRU Combination Model

  Author:X. Li, H. Wang, P. Xiu, X. Zhou, F. Meng

• A Query-Level Distributed Database Tuning System with Machine Learning

  Author:X. Fang, Y. Zou, Y. Fang, Z. Tang, H. Li, W. Wang

• Uncertainty Estimation based Intrinsic Reward For Efficient Reinforcement Learning

  Author:C. Chen, T. Wan, K. Xu, B. Ding, Z. Gao, D. Feng

• MicroStream: A Distributed In-memory Caching Service For Data Production

  Author:M. Zhang, Y. Gao, C. He, T. Tan

• Two-stage Scheduling of Stream Computing for Industrial Cloud-edge Collaboration

  Author:T. Wang, X. Mou, J. Hu, R. Wang, T. Wo

• Threshold Based Load Balancing Algorithm in Cloud Computing

  Author: S. Chowdhury, A. Katangur

• An Automatic Scaling System for Online Application with Microservices Architecture

  Author:Y. Song, C. Li, K. Zhuang, T. Wo

• FSS: A Flexible Scaling Scheme for Blockchain Based on Stale Block Rate

  Author:M. Chen, P. Shi, X. Fu, F. Jiang, F. Gao, P. Ma, J. Kong

• Scale Expansion for Multi-agent Reinforcement Learning using Shared Actor Parameters

  Author:N. Yang, K. Xu, B. Ding, D. Feng

Table of SOSE Contents

• Serverless: From Bad Practices to Good Solutions

  Author:D. Taibi, B. Kehoe, D. Poccia

• Cargo-Cult Containerization: A Critical View of Containers in Modern Software Development

  Author:T. Mikkonen, C. Pautasso, K. Systä, A. Taivalsaari

• Microservice Migration based on Analysis of Database Access Requests

  Author:S-P. Ma, T-W. Lu, C-C Li (ZOOM)

• Microservice Architecture Reconstruction and Visualization Techniques: A Review

  Author:T. Cerny, A, Elsayed, V. Bushong, A. Al Maruf, D. Taibi

• Using Microservice Telemetry Data for System Dynamic Analysis

  Author:A. Al Maruf, A. Bakhtin, T. Cerny, D. Taibi

• Impact of API Rate Limit on Reliability of Microservices-Based Architectures

  Author:A. El Malki, U. Zdun, C. Pautasso

• Automatic Test Case Generation for Serverless Applications

  Author:S. Winzinger, G. Wirtz

• API Description-Based Conformance Assessment of Architectural Design Decision

  Author:A. Singjai and U. Zdun

• A Cloud Native Management and Orchestration Framework for 5G End-to-End Network Slicing

  Author: Y-S. Chiu, L-H. Yen, T-H. Wang, C-C. Tseng

Table of BigDataServices Contents

• Spike2Signal: Classifying Coronavirus Spike Sequences with Deep Learning

  Author:S. Ali, T. Murad, P. Chourasia, M. Patterson

• A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks

  Author:A. Ballas, C. Diou (SHORT)

• SoBigDemicSys: A Social Media based Monitoring System for Emerging Pandemics with Big Data

  Author:T. Tran, X-S Vu, L. Jiang (SHORT)

• Assessing the Impact of Movie Plot Summaries on Box Office Sales

  Author:A. Pocol, L. Istead (SHORT)

• Active Learning for Node Classification using a Convex Optimization approach

  Author:D. Agarwal, B. Natarajan

• SMARTREC - A SMART Conversational Recommendation System using Semantic Knowledge Graphs

  Author:S. Vijayakumar, J. Jetcheva

• Distribution Grid Topology Estimation: A New Approach-based on Bayesian Network Models

  Author:A. Mabrouk, R. Rajagopal

Table of MobileCloud Contents

• A Mobile Cloud-based Access Control with Efficiently Outsourced Decryption

  Author:P. Sanchol, S. Fugkeaw, H. Sato

• Adaptive Acceleration of Inference Services at the Network Edge

  Author:C. Mofjeld, Y. Peng, H. Qin

• End-to-End Latency Optimization of Multi-view 3D Reconstruction for Disaster Response

  Author:X. Zhang, M. Li, A. Hilton, A. Pal, S. Dey, S. Debroy

• An Explainable Deep Neural Framework for Trustworthy Network Intrusion Detection

  Author:S. Roy, J. Li, V. Pandey, Y. Bai

Table of DAPPS Contents

• Adequate Testing Unmanned Autonomous Vehicle Systems - Infrastructures, Approaches, Issues, Challenges, and Needs

  Author:J. Gao, W. Wu, O-E-K. Aktouf

• The Effects of Random Undersampling for Big Data Medicare Fraud Detection

  Author:J. Hancock, T. Khoshgoftaar, J. Johnson

• The future of safe BVLOS drone operations with respect to system and service engineering

  Author: E. Politi, I. Varlamis, K. Tserpes, M. Larsen, G. Dimitrakopoulos

• TrustlessNAS: Towards Trustless Network Architecture Search

  Author: L. Bathen, D. Jadav

• Chameleon Browser for Public Device Operation

  Author:T. Kobayashi, J. Tan, F. Kimura, K. Fukae

• Robot Cloud Computing and AI Services - State-of-the-art Solutions, Challenges, and Needs

  Author:J. Gao, D. Wang

• Computerising Connections between Creativity and Aesthetics

  Author:H. Yang, Z. Lu

Table of AITest Contents

• A Passive Testing Approach using a Semi-Supervised Intrusion Detection Model for SCADA Network Traffic

  Author:H. Mühlburger, F. Wotawa

• Metrics for Measuring Error Extents of Machine Learning Classifiers

  Author:H. Zhu, I. Bayley, M. Green

• Original Music Generation using Recurrent Neural Networks with Self-Attention

  Author:A. Jagannathan, B. Chandrasekaran, S. Dutta, U. Patil, M. Eirinaki

• Anomalous Anomaly Detection

  Author:M. Ahmed, I. Neamtiu

• Generating Critical Driving Scenarios from Accident Sketches

  Author:A. Gambi, V. Nguyen, J. Ahmed, G. Fraser

• DeltaExplainer: A Software Debugging Approach to Generating Counterfactual Explanations

  Author:S. Shree, J. Chandrasekaran, Y. Lei, R. Kacker, D. Kuhn

• Construction of Semantic Model for GUI of Mobile Applications Using Deep Learning

  Author:Q. Liu, T. Zhang, S. Liu, J. Gao, J. Cheng

• An Approach For Verifying And Validating Clustering Based Anomaly Detection Systems Using Metamorphic Testing

  Author:F. Ur Rehman, C. Izurieta

• An Approach to GUI Test Scenario Generation Using Machine Learning

  Author:J. Gao, T. Chuanqi, H. Yejun, A. Anumalasetty, E. Joseph, A. Sripathi, N. Himabindu

• ML4ML: Automated Invariance Testing for Machine Learning Models

  Author:Z. Liao, P. Zhang, M. Chen

• MBET: Resilience Improvement Method for DNNs

  Author: A. Buldu, A. Sen, K. Swaminathan, B. Kahne

• A Review of Quality Assurance Research of Dialogue Systems

  Author:X. Li, C. Tao, J. Gao, H. Guo

• Supervised Learning for Coverage-Directed Test Selection in Simulation-Based Verification

  Author:N. Masamba, K. Eder, T. Blackmore

• Hybrid Intelligent Testing in Simulation-Based Verification

  Author:N. Masamba, K. Eder, T. Blackmore

• DeepAbstraction: 2-Level Prioritization for Unlabeled Test Inputs in Deep Neural Networks

  Author:H. Al-Qadasi, C. Wu, Y. Falcone