Topologies of reasoning: Demystifying chains, trees, and graphs of thoughts

M Besta, F Memedi, Z Zhang, R Gerstenberger… - arXiv preprint arXiv …, 2024 - arxiv.org
The field of natural language processing (NLP) has witnessed significant progress in recent
years, with a notable focus on improving large language models'(LLM) performance through …

Hardware Acceleration for Knowledge Graph Processing: Challenges & Recent Developments

M Besta, R Gerstenberger, P Iff, P Sonawane… - arXiv preprint arXiv …, 2024 - arxiv.org
Knowledge graphs (KGs) have achieved significant attention in recent years, particularly in
the area of the Semantic Web as well as gaining popularity in other application domains …

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

N Blach, M Besta, D De Sensi, J Domke… - … USENIX Symposium on …, 2024 - usenix.org
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 of …

Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads

H Sharma, G Narang, JR Doppa… - … , Automation & Test …, 2024 - ieeexplore.ieee.org
Processing-in-memory (PIM) has emerged as an enabler for the energy-efficient and high-
performance acceleration of deep learning (DL) workloads. Resistive random-access …

[PDF][PDF] Demystifying Chains, Trees, and Graphs of Thoughts

M Besta, F Memedi, Z Zhang… - arXiv preprint arXiv …, 2024 - aegjcef.unixer.de
The field of natural language processing (NLP) has witnessed significant progress in recent
years, with a notable focus on improving large language models'(LLM) performance through …

[图书][B] Fighting Back the Von Neumann Bottleneck with Small-and Large-Scale Vector Microprocessors

M Cavalcante - 2023 - books.google.com
In his seminal Turing Award Lecture, Backus discussed the issues stemming from the word-
at-a-time style of programming inherited from the von Neumann computer. More than forty …