ReDX Technologies
ReDX Technologies
Tunisie

Explainable Lustre File System Configurator for HPC Clusters

HPCStorage systemsExplainable AI (XAI)IT Consulting / Software Engineering

Publié il y a environ 20 heures

Stage
⏱️2-3 mois
💼Présentiel
💰Rémunéré
📅Expire dans 13 jours
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Description du poste

Brief: Develop an explainable assistant for Lustre storage configuration within the HPC Cluster Configurator, covering MDS/MDT, OSS/OST, clients, capacity/bandwidth and workload suitability.

Goals and tasks:

  • Define structured inputs (clients, capacity, bandwidth target, metadata intensity, file size profile, workload type).
  • Build a simplified configuration model, add validation rules, and recommend suitable options.
  • Generate explanations for recommended/risky/invalid configurations; create test datasets; document methodology and limits.

Profile/skills:

  • Python; knowledge of AI/LLM prompting or explainable recommendation; OS/storage basics; interest in HPC; strong writing.
  • Plus: Lustre/parallel FS knowledge, throughput/capacity/striping concepts, REST APIs, basic frontend skills.

Duration & perks:

  • Target: final-year entrants; candidates interested in a future PFE are encouraged.
  • Period: 2–3 months.
  • Paid: Monthly stipend.