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20162026
most citedGraph of Thoughts: Solving Elaborate Problems with Large Language Models

483 citations · 1k across the 69 of their papers we have counts for

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10 papers · 1 filter

cs.NI2026

Spritz: Path-Aware Load Balancing in Low-Diameter Networks

Tommaso Bonato, Ales Kubicek, Abdul Kabbani +3

Low-diameter topologies such as Dragonfly and Slim Fly are increasingly adopted in HPC and datacenter networks, yet existing load balancing techniques either rely on proprietary in…

cs.NI2023★ 1 cited

A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network

Nils Blach, Maciej Besta, Daniele De Sensi +10

Novel low-diameter network topologies such as Slim Fly (SF) offer significant cost and power advantages over the established Fat Tree, Clos, or Dragonfly. To spearhead the adoption…

cs.NI2023★ 13 cited

PolarStar: Expanding the Scalability Horizon of Diameter-3 Networks

Kartik Lakhotia, Laura Monroe, Kelly Isham +4

We present PolarStar, a novel family of diameter-3 network topologies derived from the star product of low-diameter factor graphs. PolarStar gives the largest known diameter-3 netw…

cs.NI2022★ 21 cited

PolarFly: A Cost-Effective and Flexible Low-Diameter Topology

Kartik Lakhotia, Maciej Besta, Laura Monroe +4

In this paper we present PolarFly, a diameter-2 network topology based on the Erdos-Renyi family of polarity graphs from finite geometry. This is a highly scalable low-diameter top…

cs.NI2022

Building Blocks for Network-Accelerated Distributed File Systems

Salvatore Di Girolamo, Daniele De Sensi, Konstantin Taranov +5

High-performance clusters and datacenters pose increasingly demanding requirements on storage systems. If these systems do not operate at scale, applications are doomed to become I…

cs.NI2021

EvalNet: A Practical Toolchain for Generation and Analysis of Extreme-Scale Interconnects

Maciej Besta, Patrick Iff, Marcel Schneider +10

The diversity of communication paths in a network, especially non-minimal paths, is a key enabler of performance at extreme scales. We present EvalNet, a toolchain for scalable gen…

cs.NI2020

High-Performance Routing with Multipathing and Path Diversity in Ethernet and HPC Networks

Maciej Besta, Jens Domke, Marcel Schneider +5

The recent line of research into topology design focuses on lowering network diameter. Many low-diameter topologies such as Slim Fly or Jellyfish that substantially reduce cost, po…

cs.NI2019★ 1 cited

Slim Fly: A Cost Effective Low-Diameter Network Topology

Maciej Besta, Torsten Hoefler

We introduce a high-performance cost-effective network topology called Slim Fly that approaches the theoretically optimal network diameter. Slim Fly is based on graphs that approxi…

cs.NI2019★ 25 cited

Network-Accelerated Non-Contiguous Memory Transfers

Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth +7

Applications often communicate data that is non-contiguous in the send- or the receive-buffer, e.g., when exchanging a column of a matrix stored in row-major order. While non-conti…

cs.NI2019★ 1 cited

FatPaths: Routing in Supercomputers and Data Centers when Shortest Paths Fall Short

Maciej Besta, Marcel Schneider, Karolina Cynk +5

We introduce FatPaths: a simple, generic, and robust routing architecture that enables state-of-the-art low-diameter topologies such as Slim Fly to achieve unprecedented performanc…