research
∙
06/28/2023
FuzzyFlow: Leveraging Dataflow To Find and Squash Program Optimization Bugs
The current hardware landscape and application scale is driving performa...
share
research
∙
06/01/2023
Bridging Control-Centric and Data-Centric Optimization
With the rise of specialized hardware and new programming languages, cod...
research
∙
05/15/2023
FMI: Fast and Cheap Message Passing for Serverless Functions
Serverless functions provide elastic scaling and a fine-grained billing ...
research
∙
03/14/2023
Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization
Performance optimization is an increasingly challenging but often repeti...
research
∙
03/28/2022
FaasKeeper: a Blueprint for Serverless Services
FaaS (Function-as-a-Service) brought a fundamental shift into cloud comp...
research
∙
12/22/2021
Lifting C Semantics for Dataflow Optimization
C is the lingua franca of programming and almost any device can be progr...
research
∙
07/01/2021
Productivity, Portability, Performance: Data-Centric Python
Python has become the de facto language for scientific computing. Progra...
research
∙
06/25/2021
RFaaS: RDMA-Enabled FaaS Platform for Serverless High-Performance Computing
The rigid MPI programming model and batch scheduling dominate high-perfo...
research
∙
05/15/2021
Pebbles, Graphs, and a Pinch of Combinatorics: Towards Tight I/O Lower Bounds for Statically Analyzable Programs
Determining I/O lower bounds is a crucial step in obtaining communicatio...
research
∙
12/31/2020
Extracting Clean Performance Models from Tainted Programs
Performance models are well-known instruments to understand the scaling ...
research
∙
10/07/2020
