Giovanni Perin
Papers
1
Total Citations
2
H-Index
1
About
Giovanni Perin is a researcher focused on advancing wireless networking, particularly in the domains of multi-armed bandit optimization, broadcast routing, and reliable communication in Wireless Mesh Networks (WMNs). His major contribution lies in tackling the NP-complete problem of maximizing airtime efficiency for reliable broadcast streams, where he has developed novel approaches that move beyond traditional heuristics and classic flooding. By leveraging multi-armed bandit frameworks, Perin addresses critical challenges in emerging applications such as automotive systems, industrial robotics, and other latency-sensitive environments. His most-cited work, "Maximizing Airtime Efficiency for Reliable Broadcast Streams in WMNs with Multi-Armed Bandits" (2020), has garnered 2 citations, underscoring its foundational role in this niche. Perin’s research is notable for bridging theoretical complexity with practical, real-world deployment needs, offering solutions that optimize network performance without sacrificing reliability. His work is particularly impactful for students and researchers exploring adaptive routing protocols and intelligent resource allocation in dynamic wireless environments, positioning him as a key contributor to next-generation communication systems.
Research Focus
Key Achievements
Top Papers
- 1