18 citations · 72 across the 24 of their papers we have counts for
6 papers · 1 filter
A Priori Loop Nest Normalization: Automatic Loop Scheduling in Complex Applications
Lukas Trümper, Philipp Schaad, Berke Ates +3
The same computations are often expressed differently across software projects and programming languages. In particular, how computations involving loops are expressed varies due t…
SeBS-Flow: Benchmarking Serverless Cloud Function Workflows
Larissa Schmid, Marcin Copik, Alexandru Calotoiu +3
Serverless computing has emerged as a prominent paradigm, with a significant adoption rate among cloud customers. While this model offers advantages such as abstraction from the de…
XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing
Torsten Hoefler, Marcin Copik, Pete Beckman +8
HPC and Cloud have evolved independently, specializing their innovations into performance or productivity. Acceleration as a Service (XaaS) is a recipe to empower both fields with…
Demystifying Chains, Trees, and Graphs of Thoughts
Maciej Besta, Florim Memedi, Zhenyu Zhang +13
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 throug…
Software Resource Disaggregation for HPC with Serverless Computing
Marcin Copik, Marcin Chrapek, Larissa Schmid +2
Aggregated HPC resources have rigid allocation systems and programming models which struggle to adapt to diverse and changing workloads. Consequently, HPC systems fail to efficient…
Cppless: Single-Source and High-Performance Serverless Programming in C++
Marcin Copik, Lukas Möller, Alexandru Calotoiu +1
The rise of serverless computing introduced a new class of scalable, elastic and widely available parallel workers in the cloud. Many systems and applications benefit from offloadi…