Berkin Ilbeyi

According to our database, Berkin Ilbeyi authored at least 12 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Optimizing Memory Mapping Using Deep Reinforcement Learning.

Pengming Wang, Mikita Sazanovich, Berkin Ilbeyi, Phitchaya Mangpo Phothilimthana, Manish Purohit, Han Yang Tay, Ngân Vu, Miaosen Wang, Cosmin Paduraru, Edouard Leurent, Anton Zhernov, Julian Schrittwieser, Thomas Hubert, Robert Tung, Paula Kurylowicz, Kieran Milan, Oriol Vinyals, Daniel J. Mankowitz

CoRR, 2023

Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models.

Shibo Wang, Jinliang Wei, Amit Sabne, Andy Davis, Berkin Ilbeyi, Blake Hechtman, Dehao Chen, Karthik Srinivasa Murthy, Marcello Maggioni, Qiao Zhang, Sameer Kumar, Tongfei Guo, Yuanzhong Xu, Zongwei Zhou

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

TelaMalloc: Efficient On-Chip Memory Allocation for Production Machine Learning Accelerators.

Martin Maas, Ulysse Beaugnon, Arun Chauhan, Berkin Ilbeyi

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2021

A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers.

Phitchaya Mangpo Phothilimthana, Amit Sabne, Nikhil Sarda, Karthik Srinivasa Murthy, Yanqi Zhou, Christof Angermueller, Mike Burrows, Sudip Roy, Ketan Mandke, Rezsa Farahani, Yu Emma Wang, Berkin Ilbeyi, Blake A. Hechtman, Bjarke Roune, Shen Wang, Yuanzhong Xu, Samuel J. Kaufman

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

Type freezing: exploiting attribute type monomorphism in tracing JIT compilers.

Lin Cheng, Berkin Ilbeyi, Carl Friedrich Bolz-Tereick, Christopher Batten

Proceedings of the CGO '20: 18th ACM/IEEE International Symposium on Code Generation and Optimization, 2020

2018

Mamba: closing the performance gap in productive hardware development frameworks.

Shunning Jiang, Berkin Ilbeyi, Christopher Batten

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Using intra-core loop-task accelerators to improve the productivity and performance of task-based parallel programs.

Ji Kim, Shunning Jiang, Christopher Torng, Moyang Wang, Shreesha Srinath, Berkin Ilbeyi, Khalid Al-Hawaj, Christopher Batten

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Cross-layer workload characterization of meta-tracing JIT VMs.

Berkin Ilbeyi, Carl Friedrich Bolz-Tereick, Christopher Batten

Proceedings of the 2017 IEEE International Symposium on Workload Characterization, 2017

2016

JIT-assisted fast-forward embedding and instrumentation to enable fast, accurate, and agile simulation.

Berkin Ilbeyi, Christopher Batten

Proceedings of the 2016 IEEE International Symposium on Performance Analysis of Systems and Software, 2016

2015

Pydgin: generating fast instruction set simulators from simple architecture descriptions with meta-tracing JIT compilers.

Derek Lockhart, Berkin Ilbeyi, Christopher Batten

Proceedings of the 2015 IEEE International Symposium on Performance Analysis of Systems and Software, 2015

2014

Architectural Specialization for Inter-Iteration Loop Dependence Patterns.

Shreesha Srinath, Berkin Ilbeyi, Mingxing Tan, Gai Liu, Zhiru Zhang, Christopher Batten

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

2010

VCache: visualization applet for processor caches.

Berkin Ilbeyi, John A. Nestor

Proceedings of the 15th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2010