3 papers
cs.CL2025
Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks
Sergey Pankratov, Dan Alistarh
Speculative generation has emerged as a promising technique to accelerate inference in large language models (LLMs) by leveraging parallelism to verify multiple draft tokens simult…
cs.NI2024
In the Search of Optimal Tree Networks: Hardness and Heuristics
Maxim Buzdalov, Pavel Martynov, Sergey Pankratov +2
Demand-aware communication networks are networks whose topology is optimized toward the traffic they need to serve. These networks have recently been enabled by novel optical commu…
cs.CC2023
On the Complexity of the Virtual Network Embedding in Specific Tree Topologies
Sergey Pankratov, Vitaly Aksenov, Stefan Schmid
Virtual networks are an innovative abstraction that extends cloud computing concepts to the network: by supporting bandwidth reservations between compute nodes (e.g., virtual machi…