MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing

[1]  Rajkumar Buyya,et al.  Context-Aware Placement of Industry 4.0 Applications in Fog Computing Environments , 2020, IEEE Transactions on Industrial Informatics.

[2]  Qin Zhang,et al.  Edge Computing in IoT-Based Manufacturing , 2018, IEEE Communications Magazine.

[3]  Jean Paul Barddal,et al.  A Survey on Ensemble Learning for Data Stream Classification , 2017, ACM Comput. Surv..

[4]  Athanasios V. Vasilakos,et al.  A Manufacturing Big Data Solution for Active Preventive Maintenance , 2017, IEEE Transactions on Industrial Informatics.

[5]  Tianqi Chen,et al.  XGBoost: A Scalable Tree Boosting System , 2016, KDD.

[6]  Sherali Zeadally,et al.  Deploying Fog Computing in Industrial Internet of Things and Industry 4.0 , 2018, IEEE Transactions on Industrial Informatics.

[7]  Weisong Shi,et al.  LAVEA: latency-aware video analytics on edge computing platform , 2017, SEC.

[8]  Shusen Yang,et al.  IoT Stream Processing and Analytics in the Fog , 2017, IEEE Communications Magazine.

[9]  Hong-Ning Dai,et al.  A Hybrid Computing Solution and Resource Scheduling Strategy for Edge Computing in Smart Manufacturing , 2019, IEEE Transactions on Industrial Informatics.

[10]  Nei Kato,et al.  Hybrid Method for Minimizing Service Delay in Edge Cloud Computing Through VM Migration and Transmission Power Control , 2017, IEEE Transactions on Computers.

[11]  Tony Q. S. Quek,et al.  Offloading in Mobile Edge Computing: Task Allocation and Computational Frequency Scaling , 2017, IEEE Transactions on Communications.

[12]  Jignesh M. Patel,et al.  Storm@twitter , 2014, SIGMOD Conference.

[13]  Carlos Juiz,et al.  Availability-Aware Service Placement Policy in Fog Computing Based on Graph Partitions , 2019, IEEE Internet of Things Journal.

[14]  Song Guo,et al.  Traffic and Computation Co-Offloading With Reinforcement Learning in Fog Computing for Industrial Applications , 2019, IEEE Transactions on Industrial Informatics.

[15]  Dipankar Raychaudhuri,et al.  Hetero-Edge: Orchestration of Real-time Vision Applications on Heterogeneous Edge Clouds , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.

[16]  Lei Shu,et al.  Smart Factory of Industry 4.0: Key Technologies, Application Case, and Challenges , 2018, IEEE Access.

[17]  Antonio Brogi,et al.  How to place your apps in the fog: State of the art and open challenges , 2019, Softw. Pract. Exp..

[18]  Thomas Locher,et al.  Task allocation for distributed stream processing , 2016, IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications.

[19]  Alan Davy,et al.  Resource aware placement of IoT application modules in Fog-Cloud Computing Paradigm , 2017, 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM).

[20]  Victor C. M. Leung,et al.  MASM: A Multiple-Algorithm Service Model for Energy-Delay Optimization in Edge Artificial Intelligence , 2019, IEEE Transactions on Industrial Informatics.

[21]  Rodrigo Fonseca,et al.  Managing parallelism for stream processing in the cloud , 2012, HotCDP '12.

[22]  Weisong Shi,et al.  Edge Computing: Vision and Challenges , 2016, IEEE Internet of Things Journal.

[23]  Eryk Dutkiewicz,et al.  Sustainable Service Allocation Using a Metaheuristic Technique in a Fog Server for Industrial Applications , 2018, IEEE Transactions on Industrial Informatics.

[24]  Rajkumar Buyya,et al.  Latency-Aware Application Module Management for Fog Computing Environments , 2018, ACM Trans. Internet Techn..

[25]  Jiong Jin,et al.  Communication-Aware Cloud Robotic Task Offloading With On-Demand Mobility for Smart Factory Maintenance , 2019, IEEE Transactions on Industrial Informatics.

[26]  Juan Luo,et al.  Tasks Scheduling and Resource Allocation in Fog Computing Based on Containers for Smart Manufacturing , 2018, IEEE Transactions on Industrial Informatics.

[27]  Marwan Krunz,et al.  QoE and power efficiency tradeoff for fog computing networks with fog node cooperation , 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.

[28]  Arun Kumar Sangaiah,et al.  A Robust Time Synchronization Scheme for Industrial Internet of Things , 2018, IEEE Transactions on Industrial Informatics.

[29]  Lyes Khoukhi,et al.  Industrial IoT Data Scheduling Based on Hierarchical Fog Computing: A Key for Enabling Smart Factory , 2018, IEEE Transactions on Industrial Informatics.