Publications
2008
Cook, H., & Skadron K.
(2008). Predictive Design Space Exploration Using Genetically Programmed Response Surfaces.
45th Design Automation Conference (DAC 2008). 960-965.
Sutton, C., & Jordan M. I.
(2008). Probabilistic Inference in Queueing Networks.
In Workshop on Tackling Computer Systems Problems with Machine Learning Techniques (SysML). Abstract
Zaharia, M., Konwinski A., Joseph A., Katz R., & Stoica I.
(2008). Improving MapReduce Performance in Heterogeneous Environments.
8th Symposium on Operating Systems Design and Implementation (OSDI 2008). 29-42. Abstract
Liang, P., Jordan M. I., & Klein D.
(2008). Probabilistic grammars and hierarhical Dirichlet processes.
The Handbook of APplied Bayesian Analysis.
Boulon, J., Konwinski A., Qi R., Rabkin A., Yang E., & Yang M.
(2008). Chukwa, a large-scale monitoring system.
In Cloud Computing and its Applications (CCA '08). 1-5. Abstract
Joseph, D., Tavakoli A., & Stoica I.
(2008). A Policy- aware Switching Layer for Data Centers.
SIGCOMM 2008. 51-62. Abstract
Lacoste-Julien, S., Sha F., & Jordan M. I.
(2008). Discriminative learning for dimensionality reduction and classification.
Neural Information Processing Systems (NIPS'08). Abstract
Liang, P., Klein D., & Jordan M. I.
(2008). Agreement-based learning.
Advances in Neural Information Processing Systems (NIPS).
Obozinski, G., Grant C. E., Lanckriet G. R. G., Jordan M. I., & Noble W. W.
(2008). Consistent probabilistic outputs for protein function prediction.
Genome Biology.