Derya Çavdar

According to our database, Derya Çavdar authored at least 13 papers between 2009 and 2021.

Collaborative distances:

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

2021

Amazon SageMaker Model Parallelism: A General and Flexible Framework for Large Model Training.

Can Karakus, Rahul Huilgol, Fei Wu, Anirudh Subramanian, Cade Daniel, Derya Çavdar, Teng Xu, Haohan Chen, Arash Rahnama, Luis Quintela

CoRR, 2021

2020

Herring: rethinking the parameter server at scale for the cloud.

Indu Thangakrishnan, Derya Cavdar, Can Karakus, Piyush Ghai, Yauheni Selivonchyk, Cory Pruce

Proceedings of the International Conference for High Performance Computing, 2020

2019

Densifying Assumed-Sparse Tensors - Improving Memory Efficiency and MPI Collective Performance During Tensor Accumulation for Parallelized Training of Neural Machine Translation Models.

Derya Cavdar, 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

Proceedings of the High Performance Computing - 34th International Conference, 2019

2017

Priority Scheduling for Heterogeneous Workloads: Tradeoff Between Evictions and Response Time.

Derya Cavdar, Lydia Y. Chen, Fatih Alagöz

IEEE Syst. J., 2017

2015

Priority scheduling for heterogeneous workloads in computing clusters (Heterojen iş yükleri için öncelikli çizelgeleyici tasarımı)

Derya Çavdar

PhD thesis, 2015

A simulation framework for priority scheduling on heterogeneous clusters.

Derya Çavdar, Robert Birke, Lydia Y. Chen, Fatih Alagöz

Future Gener. Comput. Syst., 2015

2014

Quantifying the Brown Side of Priority Schedulers: Lessons from Big Clusters.

Derya Çavdar, Andrea Rosà, Lydia Y. Chen, Walter Binder, Fatih Alagöz

SIGMETRICS Perform. Evaluation Rev., 2014

Network aware job scheduling in green data centers.

Derya Cavdar, Fatih Alagöz

Proceedings of the International Conference on Computing, Networking and Communications, 2014

Green MapReduce for heterogeneous data centers.

Derya Cavdar, Lydia Y. Chen, Fatih Alagöz

Proceedings of the IEEE Global Communications Conference, 2014

2012

Analytical modeling and resource planning for cognitive radio systems.

Derya Cavdar, H. Birkan Yilmaz, Tuna Tugcu, Fatih Alagöz

Wirel. Commun. Mob. Comput., 2012

A survey of research on greening data centers.

Derya Cavdar, Fatih Alagöz

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2010

Analytical Modeling and Performance Evaluation of Cognitive Radio Networks.

Derya Cavdar, H. Birkan Yilmaz, Tuna Tugcu, Fatih Alagöz

Proceedings of the Sixth Advanced International Conference on Telecommunications, 2010

2009

Resource planning in cognitive radio networks.

Derya Cavdar, H. Birkan Yilmaz, Tuna Tugcu, Fatih Alagöz

Proceedings of the 2009 6th International Symposium on Wireless Communication Systems, 2009