Derya Çavdar

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 3

Top Topics

Tensor Factorization

Priority Scheduling

Machine Translation

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Future Gener. Comput. Syst.

Publications

Can Karakus, Rahul Huilgol, Fei Wu, Anirudh Subramanian, Cade Daniel, Derya Çavdar, Teng Xu, Haohan Chen, Arash Rahnama, Luis Quintela
Amazon SageMaker Model Parallelism: A General and Flexible Framework for Large Model Training. CoRR (2021)
Derya Çavdar, Valeriu Codreanu, Can Karakus, John A. Lockman III, Damian Podareanu, Vikram A. Saletore, Alexander Sergeev, Don D. Smith II, Victor Suthichai, Quy Ta, Srinivas Varadharajan, Lucas A. Wilson, Rengan Xu, Pei Yang
Densifying Assumed-sparse Tensors: Improving Memory Efficiency and MPI Collective Performance during Tensor Accumulation for Parallelized Training of Neural Machine Translation Models. CoRR (2019)
Derya Çavdar, Robert Birke, Lydia Y. Chen, Fatih Alagöz
A simulation framework for priority scheduling on heterogeneous clusters. Future Gener. Comput. Syst. 52 (2015)
Derya Çavdar, Andrea Rosà, Lydia Y. Chen, Walter Binder, Fatih Alagöz
Quantifying the Brown Side of Priority Schedulers: Lessons from Big Clusters. SIGMETRICS Perform. Evaluation Rev. 42 (3) (2014)