NEC orchestrating a brighter world
NEC Laboratories Europe

People
Bin Cheng

Senior Researcher

Group Involvement, NEC Laboratories Europe

IoT Group

Research Interests

Bin Cheng is interested to address the essential challenges of large scale data-oriented systems/services in terms of integration, interoperability, programmability, and automated deployment. He initiates and contributes to the open-source edge computing framework FogFlow.

Publications

  • Flavio Cirillo, Bin Cheng, Raffaele Porcellana; Marco Russo, Gürkan Solmaz, Hisashi Sakamoto, and Simon Pietro Romano. “IntentKeeper: Intent-oriented Data Usage Control for Federated Data Analytics.” IEEE 45th Conference on Local Computer Networks (LCN), 2020, IEEE
  • Mauricio Fadel Argerich, Jonathan Fürst, and Bin Cheng. "Tutor4RL: Guiding Reinforcement Learning with External Knowledge." In AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1). 2020.
  • Jonathan Fürst, Mauricio Fadel Argerich, Bin Cheng, and Ernö Kovacs. "Towards knowledge infusion for robust and transferable machine learning in IoT." Open Journal of Internet Of Things (OJIOT) 6, no. 1 (2020): 24-34.
  • Bin Cheng, Jonathan Fuerst, Gurkan Solmaz, and Takuya Sanada. "Fog function: Serverless fog computing for data intensive iot services." In IEEE International Conference on Services Computing (SCC), pp. 28-35. IEEE, 2019. (Best Paper Award)
  • Flavio Cirillo, Gürkan Solmaz, Everton Luís Berz, Martin Bauer, Bin Cheng, and Ernö Kovacs. "A standard-based open source IoT platform: FIWARE." IEEE Internet of Things Magazine 2, no. 3 (2019): 12-18.
  • Bin Cheng, Gürkan Solmaz, Flavio Cirillo, Ernö Kovacs, Kazuyuki Terasawa, Atsushi Kitazawa. “FogFlow: Easy programming of IoT services over cloud and edges for smart cities.” IEEE Internet of Things Journal, 2017 (Best Paper Award Runner-up)
  • Bin Cheng, Apostolos Papageorgiou, and Martin Bauer. "Geelytics: Enabling on-demand edge analytics over scoped data sources." In 2016 IEEE International Congress on Big Data (BigData Congress), pp. 101-108. IEEE, 2016.
  • Bin Cheng; Salvatore Longo, Flavio Cirillo, Martin Bauer, and Ernoe Kovacs. “Building a big data platform for smart cities: Experience and lessons from Santander.” 2015 IEEE International Congress on Big Data, 2015, IEEE
Top of this page