Concept
Network science
Related publications (661)
Estimating the Topology of Preferential Attachment Graphs Under Partial Observability
This work addresses the problem of learning the topology of a network from the signals emitted by the network nodes. These signals are generated over time through a linear diffusion process, where neighboring nodes exchange messages according to the underl ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2023Fast Parallel Algorithms for Enumeration of Simple, Temporal, and Hop-constrained Cycles
Paolo Ienne, Kubilay Atasu, Jovan Blanusa
Cycles are one of the fundamental subgraph patterns and being able to enumerate them in graphs enables important applications in a wide variety of fields, including finance, biology, chemistry, and network science. However, to enable cycle enumeration in r ...
New York2023Worst-Case Delay Analysis of Time-Sensitive Networks with Network Calculus
Seyed Mohammadhossein Tabatabaee
Time-sensitive networks, as in the context of IEEE Time-Sensitive Networking (TSN) and IETF Deterministic Networking (DetNet), offer deterministic services with guaranteed bounded latency in order to support safety-critical applications. In this thesis, we ...
EPFL2023Fast Parallel Algorithms for Enumeration of Simple, Temporal, and Hop-Constrained Cycles
Paolo Ienne, Kubilay Atasu, Jovan Blanusa
Finding cycles in directed graphs enables important applications in various domains such as finance, biology, chemistry, and network science. However, as the size of graph datasets continues to grow, it becomes increasingly difficult to discover cycles wit ...
arXiv2023Expanding computational biochemistry towards complex and non-natural compounds
In the beginning was the metabolism. The biochemical processes that make life possible transformed the soup of chemicals into the life on Earth we know today. Since then, living organisms have evolved, and life on Earth has become more complex. Living orga ...
EPFL2023Localizing Traffic Differentiation
Pavlos Nikolopoulos, Muhammad Abdullah, Zeinab Shmeis
Network neutrality is important for users, content providers, policymakers, and regulators interested in understanding how network providers differentiate performance. When determining whether a network differentiates against certain traffic, it is importa ...
2023