Unknown Company
3 hours ago
Memory Sharing Between Agents Operating a Network M/F
Sign up to save this job, get alerts, and apply with an optimized CV.
Company information
- Company
- Unknown Company
- Location
- Full time, Internship / Voluntariat Romania
- Posted
- 3 hours ago
Job description
Job Description
Context: Within a multi-agent system (MAS) operating a network, several artificial intelligence agents collaborate to perform tasks (service provisioning, dynamic reconfiguration, or supervision). To do this, they must exchange and memorize information about requests received from humans or other agents, the status of task execution, etc. In other words, they must maintain and share a memory among themselves.
Challenges: Managing a shared memory between autonomous agents, with non-deterministic behaviors and that may have been compromised, is complex and raises numerous challenges: managing concurrent access, managing the origin and reliability of information, managing contradictory and obsolete information, and managing access rights.
The different missions of this internship will be:
- Conduct a state-of-the-art review on memory architectures for multi-agent systems.
- Propose improvements to existing approaches or new approaches.
- Propose an architecture, implement a prototype, and evaluate its performance on a set of network scenarios.
Master's degree level profile (Bac+5)
- Good knowledge/skills in Agent-based AI.
- Autonomy, proactivity, ability to put ideas into practice.
- Ability to formalize ideas and results and communicate them effectively
The OrangeInnovation Networks Directorate defines and drives the group's network strategy and policy, organizes and coordinates end-to-end architecture work covering terminals, networks, service platforms, and information systems. It ensures that the group's strategy is taken into account in standards (in conjunction with industrial or academic partners) and in the products of manufacturers chosen by the group. It ensures the design of network technical solutions and building blocks for countries.
Within Orange Innovation Networks, the Wireline Networks Infrastructures (WNI) Directorate defines and drives the evolution strategy of fixed networks and the Group's equipment policy for the concerned domains by:
- providing entities with optimized architectures
- supporting operational entities of subsidiaries in the implementation of network evolutions
- driving research and anticipation work to prepare the Group for trend-based and disruptive evolutions in the network.
The ROUTING team is responsible for proposing for standardization, evaluating, and recommending to the group's operational entities solutions related to the control plane and routing protocols of IP/MPLS networks. The team also works on monitoring tools and security aspects in this domain.
Skills
Required skills
- communication
- proactivity
- anticipation
- sap
- security
- supervision
- operator
- windows
- standards
- research
- artificial intelligence
- network
- architecture
- autonomy
- mas
- monitoring tools
- networks
- performance evaluation
- information systems
- standardization
- routing protocols
- terminals
- memory management
- industrial partners
- academic partners
- bac+5
- access rights
- information exchange
- formalization
- autonomous agents
- control plane
- multi-agent system
- fixed networks
- idea implementation
- service provisioning
- agent-based ai
- information reliability
- network strategy
- network policy
- service platforms
- memory architectures
- non-deterministic behavior
- architecture proposal
- charisma enterprise
- dynamic reconfiguration
- compromised agents
- concurrent access
- information provenance
- contradictory information
- obsolete information
- state-of-the-art review
- prototype implementation
- network scenarios
- orangeinnovation networks
- wireline networks infrastructures
- wni
- equipment policy
- optimized architectures
- operational entities
- network evolutions
- routing team
- ip/mpls networks
Interested in this position?
Create your free account and tailor your CV to match this job.