Our scientific contribution

Aiming for excellence and openness drove us towards the worldwide scientific effort.

Since 2022, our research team publishes articles to dedicated scientific conferences and journals. They highlight the quality of our collaborative activities with academic and industrial experts. Targeted domains range from optimization to modeling, language design, scheduling, monitoring, 3D HCI, and machine learning.

2026

  • Container placement and migration in the cloud: towards a modular MILP model and its optimisation building blocks (Roadef 2026) | Smile
  • A Survey on Dynamic SLAs for Fog Computing (Software: Practice and Experience) | LIPN (Paris 13), CGI, Smile

 

2025

  • Automatic Image Distillation with Wavelet Transform and Modified Principal Component Analysis (MDPI 2025) | East Texas A & M University, Smile

  • Demo: Programmable Packet Scheduling on FPGA-based Switches (6GNet 2025) | Smile, CNAM

  • Towards a generic and configurable approach to dynamic monitoring pace scheduling (CloudCom 2025) | Smile, CNIT

  • Dynamic configuration of Kubernetes containers resources with SLA classes (PDCO 2025)* | CGI, Paris 13, Smile

  • Overlay_d(x): Automating Forecast Evaluation (OLA 2025) | Smile

  • DOps: Automated Deployment Tool Selection and CI/CD Pipeline Generation for Verifying Fog Systems at Deployment Time (SAC 2025) | IMT Loire Atlantique, Smile

  • Quality of service assurance before deployment of fog systems with model-based engineering and DevOps (Thesis) | IMT Loire Atlantique, Smile

 

2024

  • Enhancing Python Code Embeddings: Fusion of Code2vec with Large Language Models (Journal version, JENRS 2024) | Smile

  • VeriFog: A Generic Model-based Approach for Verifying Fog Systems at Design Time and Generating Deployment Configurations (Journal version, ACR 2024) | IMT Loire Atlantique, Smile

  • HOTS : A containers resource allocation hybrid method using machine learning and optimization (Journal version, SPRINGER 2024) | Smile

  • Palindrome.js: 3D monitoring for distributed systems visual analysis (IEEEECO 2024) | Smile, NTUA

  • VeriFog: A Generic Model-based Approach for Verifying Fog Systems at Design Time (SAC 2024) |  | IMT Loire Atlantique, Smile

  • HOTS : A containers resource allocation hybrid method using machine learning and optimization (ROADEF 2024OLA 2024) | Smile

  • Tactical Orchestration - Network, Security, and Drone Intelligence for Mission-Critical Operations (EuCNC 2024)* | Vtt, Efficode, Xiphera, Huld, Smile

 

2023

  • Exploring code2vec and ASTminer for Python Code Embeddings (IEEESEAI 2023) | Smile

  • SeMaFoR - Self-Management of Fog Resources with Collaborative Decentralized Controllers (SEAMS 2023)* | IMT Loire Atlantique, Sorbonne Université, Smile

 

2022

  • Resource allocation using a hybrid machine learning and optimisation approach for web service hosting and outsourcing (Thesis) | LIPN (Paris 13), Smile
  • Resource allocation using a hybrid machine learning-optimisation method in a container environment (EGC 2022)* | Paris 13, Smile

 

* as co-authors

They work along us on our scientific path

SmileUniversité Paris 13Sorbonne UniversitéInstitut Mines-Télécom
gandi.netNokia Bell LabsVTTbpifrance
CGICeltic-Nextanranrt