FRIEDA


Lavanya Ramakrishnan, Devarshi Ghoshal, Valerie Hendrix, Eugen Feller, Pradeep Mantha, Christine Morin, "Storage and Data Life Cycle Management in Cloud Environments with FRIEDA", book chapter, Cloud Computing for Data Intensive Applications, Springer, 2014.

Tonglin Hawk, Ioan Raicu, Lavanya Ramakrishnan, "Scalable State Management for Scientific Applications in the Cloud", IEEE International Congress on Big Data, 2014.

Eugen Feller, Lavanya Ramakrishnan, Christine Morin, "On the Performance and Energy Efficiency of Hadoop Deployment Models", The IEEE International Conference on Big Data 2013 (IEEE BigData 2013), Santa Clara, U.S.A, 2013.

Devarshi Ghoshal and Lavanya Ramakrishnan. FRIEDA: Flexible robust intelligent elastic data management in cloud environments, The Third International Workshop on Data Intensive Computing in the Clouds (DataCloud 2012) will be held in conjunction with Supercomputing 2012.   Best Paper Award.

Workload Analysis

Gonzalo P. Rodrigo, P-O Östberg, Erik Elmroth, Katie Antypas, Richard Gerber, Lavanya Ramakrishnan. Towards Understanding Job Heterogeneity in HPC: A NERSC Case Study. 6th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID 2016).

Gonzalo P. Rodrigo, P-O Östberg, Erik Elmroth, Lavanya Ramakrishnan. A2L2: An Application Aware Flexible HPC Scheduling Model for Low-Latency Allocation. In Proceedings of the 8th International Workshop on Virtualization Technologies in Distributed Computing (VTDC 2015) (pp. 11-19). ACM, 2015.

Gonzalo P. Rodrigo, P-O Östberg, Erik Elmroth, Katie Antypas, Richard Gerber, Lavanya Ramakrishnan. HPC System Lifetime Story: Workload Characterization and Evolutionary Analyses on NERSC Systems. In Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2015) (pp. 57-60). ACM.

Workflow-Aware scheduling for HPC

Gonzalo P. Rodrigo, Erik Elmroth, Per-Olov Östberg, Lavanya Ramakrishnan. Enabling Workflow-Aware Scheduling on HPC Systems. In Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing (HPDC '17). ACM, New York, NY, USA, 3-14. 2017

Gonzalo Rodrigo, Erik Elmroth, P-O Östberg, Lavanya Ramakrishnan. ScSF: A Scheduling Simulation Framework. In 21th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP 2017). Springer 2017.

Related Publications

Devarshi Ghoshal, Richard Shane Canon, and Lavanya Ramakrishnan. I/O performance of virtualized cloud environments. In The Second International Workshop on Data Intensive Computing in the Clouds (DataCloud-SC11), 2011 Best Paper Award.

Lavanya Ramakrishnan, Piotr T. Zbiegel, Scott Campbell, Rick Bradshaw, Richard Shane Canon, Susan Coghlan, Iwona Sakrejda, Narayan Desai, Tina Declerck, and Anping Liu. Magellan: Experiences from a science cloud. In Proceedings of the 2nd international workshop on Scientific cloud computing, ScienceCloud '11, pages 49-58, New York, NY, USA, 2011. ACM.