Dynamic Service Provisioning in the Edge-Cloud Continuum With Bounded Resources

Itamar Cohen, Carla Fabiana Chiasserini, Paolo Giaccone, Gabriel Scalosub

Research output: Contribution to journalArticlepeer-review


We consider a hierarchical edge-cloud architecture in which services are provided to mobile users as chains of virtual network functions. Each service has specific computation requirements and target delay performance, which require placing the corresponding chain properly and allocating a suitable amount of computing resources. Furthermore, chain migration may be necessary to meet the services’ target delay. We model and formalize the problem of finding a feasible chain placement and resource allocation, while minimizing the migration, bandwidth, and computation costs. We tackle this problem by partitioning it into a (i) CPU allocation problem, and a (ii) placement problem. For the CPU allocation problem, we find an optimal solution. For the placement problem, we show that even finding a feasible solution is NP-hard, and envision an algorithm that is guaranteed to find a feasible solution while leveraging a bounded amount of resource augmentation. Our algorithms are incorporated into a solution framework that aims to minimize both the cost and the required resource augmentation. The results, obtained through trace-driven, large-scale simulations, show that our framework can provide a close-to-optimal solution while running several orders of magnitude faster than an ILP solver.

Original languageEnglish
Pages (from-to)1-16
Number of pages16
JournalIEEE/ACM Transactions on Networking
StateAccepted/In press - 1 Jan 2023


  • 5G mobile communication
  • Cloud computing
  • Computational modeling
  • Costs
  • Delays
  • Edge computing
  • IEEE transactions
  • Service function chaining
  • Topology
  • service function chaining

ASJC Scopus subject areas

  • Software
  • Computer Science Applications
  • Computer Networks and Communications
  • Electrical and Electronic Engineering


Dive into the research topics of 'Dynamic Service Provisioning in the Edge-Cloud Continuum With Bounded Resources'. Together they form a unique fingerprint.

Cite this