4 papers
PeakBench: Benchmarking Resource-Aware Tool Invocation in LLM Agents
Zhi-Kai Chen, Xu-Xiang Zhong, Song-Yan Li +2
LLM agents increasingly solve tasks by invoking multiple tools, where parallel execution is essential for low latency but difficult to manage safely. Existing agent benchmarks prim…
Designing Approximate Binary Trees for Trees
Leon Kellerhals, Mitja Krebs, André Nichterlein +1
We study the following problem that is motivated by demand-aware network design: Given a tree~, the task is to find a binary tree~ on the same vertex set. The objective is to…
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…
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…