publications

Papers published:

More updated list can be found on Google Scholar and DBLP.

Books Published

  • X-Machines for Agent-Based Modeling: FLAME Perspectives Amazon Link

Software Releases

  • Graph Neural Network for Anomaly Detection and Classification in Scientific Workflows: Repo
  • Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning: Repo
  • RADT Scripts for Network Research: Repo
  • FlowBench Raw Data Archive: Repo
  • HPS-RL: Hyperparameter tuning for deep RL applications (HPS-RL) v1: Repo
  • Merope: Unsupervised Learning for Network Operations (Merope) v1: Repo
  • FlexDRL v1.0: Repo
  • Hylia: Time-Series Library for Network Operations (Hylia) v1: Repo
  • INDIRA v1: Repo
  • calibers: Repo
  • Flow-Bench: A Dataset for Computational Workflow Anomaly Detection: Repo
  • Flame: An approach to the parallelisation of agent-based applications: Repo
  • The EURACE agent-based economic model-benchmarking, assessment and optimization: Repo
  • OPTIMIS: Cloud Broker Architecture: Repo

Patents

  • Autonomous traffic (self-driving) network with traffic classes and passive and active learning, M Kiran, N Buraglio, S Campbell, US Patent App. 18/052,614. Forms code for HECATE.