Sotabase

Career

· Software Engineer, Google2020–
· PhD Student & Postdoctoral Researcher, ETH Zurich2014–2020
· MS in Computer Science, ETH Zurich
· Google
· Forward-Deployed Software Engineer and Technical Lead, Palantir

Publications (19)

Towards a performance portable, architecture agnostic implementation strategy for weather and climate models
Supercomputing Frontiers and Innovations · 2014
122
cited
STELLA: a domain-specific tool for structured grid methods in weather and climate models
International Conference for High Performance Computing, Networking, Storage and Analysis · 2015
107
cited
Domain-Specific Multi-Level IR Rewriting for GPU
ACM Transactions on Architecture and Code Optimization (TACO) · 2020
66
cited
MODESTO: Data-centric Analytic Optimization of Complex Stencil Programs on Heterogeneous Architectures
International Conference on Supercomputing · 2015
66
cited
Composable and Modular Code Generation in MLIR: A Structured and Retargetable Approach to Tensor Compiler Construction
arXiv.org · 2022
37
cited
A fast analytical model of fully associative caches
ACM-SIGPLAN Symposium on Programming Language Design and Implementation · 2019
31
cited
dCUDA: Hardware Supported Overlap of Computation and Communication
International Conference for High Performance Computing, Networking, Storage and Analysis · 2016
30
cited
Automatic Generation of Multi-Objective Polyhedral Compiler Transformations
International Conference on Parallel Architectures and Compilation Techniques · 2020
17
cited
Absinthe: Learning an Analytical Performance Model to Fuse and Tile Stencil Codes in One Shot
International Conference on Parallel Architectures and Compilation Techniques · 2019
14
cited
Application Centric Energy-Efficiency Study of Distributed Multi-Core and Hybrid CPU-GPU Systems
International Conference for High Performance Computing, Networking, Storage and Analysis · 2014
13
cited
STELLA: A domain-specific embedded language for stencil codes on structured grids
2014
9
cited
A scalable weakly-synchronous algorithm for solving partial differential equations
2019
4
cited
Porting the COSMO dynamical core to heterogeneous platforms using STELLA Library
International Conference on Parallel Computing · 2015
3
cited
Structured Operations: Modular Design of Code Generators for Tensor Compilers
International Workshop on Languages and Compilers for Parallel Computing · 2022
3
cited
Operational numerical weather prediction on a GPU-accelerated cluster supercomputer
2016
2
cited
Towards Cloud-Resolving European-Scale Climate Simulations using a fully GPU-enabled Prototype of the COSMO Regional Model
2014
1
cited
Considerations for implementing NWP dynamical cores on next generation computers.
2012
Data Movement Optimization for High-Performance Computing
2019
Replication Package for Article
Artifact Digital Object Group · 2019
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Tobias Gysi | Researcher Profile | Sotabase | Sotabase