Berkin Ilbeyi
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Embedded Systems Design Techniques, Advanced Data Storage Technologies, Advanced Neural Network Applications, Distributed and Parallel Computing Systems
Most-Cited Works
- → Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models(2022)50 cited
- → Architectural Specialization for Inter-Iteration Loop Dependence Patterns(2014)25 cited
- → TelaMalloc: Efficient On-Chip Memory Allocation for Production Machine Learning Accelerators(2022)18 cited
- → Mamba: Closing the Performance Gap in Productive Hardware Development Frameworks(2018)18 cited
- → Mamba(2018)15 cited
- → A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers(2021)14 cited
- → Pydgin: generating fast instruction set simulators from simple architecture descriptions with meta-tracing JIT compilers(2015)12 cited
- → Using intra-core loop-task accelerators to improve the productivity and performance of task-based parallel programs(2017)8 cited
- → Type freezing: exploiting attribute type monomorphism in tracing JIT compilers(2020)7 cited
- → Cross-layer workload characterization of meta-tracing JIT VMs(2017)3 cited