Disa Mhembere

According to our database, Disa Mhembere authored at least 13 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2019

Graphyti: A Semi-External Memory Graph Library for FlashGraph.

Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal C. Burns

CoRR, 2019

clusterNOR: A NUMA-Optimized Clustering Framework.

Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal C. Burns

CoRR, 2019

Forest Packing: Fast Parallel, Decision Forests.

James Browne, Disa Mhembere, Tyler M. Tomita, Joshua T. Vogelstein, Randal C. Burns

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

2018

FlashR: parallelize and scale R for machine learning using SSDs.

Da Zheng, Disa Mhembere, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

2017

Semi-External Memory Sparse Matrix Multiplication for Billion-Node Graphs.

Da Zheng, Disa Mhembere, Vince Lyzinski, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns

IEEE Trans. Parallel Distributed Syst., 2017

knor: A NUMA-Optimized In-Memory, Distributed and Semi-External-Memory k-means Library.

Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal C. Burns

Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

2016

FlashMatrix: Parallel, Scalable Data Analysis with Generalized Matrix Operations using Commodity SSDs.

Da Zheng, Disa Mhembere, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns

CoRR, 2016

Semi-External Memory Sparse Matrix Multiplication on Billion-node Graphs in a Multicore Architecture.

Da Zheng, Disa Mhembere, Vince Lyzinski, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns

CoRR, 2016

NUMA-optimized In-memory and Semi-external-memory Parameterized Clustering.

Disa Mhembere, Da Zheng, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns

CoRR, 2016

2015

FlashGraph: Processing Billion-Node Graphs on an Array of Commodity SSDs.

Da Zheng, Disa Mhembere, Randal C. Burns, Joshua T. Vogelstein, Carey E. Priebe, Alexander S. Szalay

Proceedings of the 13th USENIX Conference on File and Storage Technologies, 2015

2014

FlashGraph: Processing Billion-Node Graphs on an Array of Commodity SSDs.

Da Zheng, Disa Mhembere, Randal C. Burns, Alexander S. Szalay

CoRR, 2014

2013

MIGRAINE: MRI Graph Reliability Analysis and Inference for Connectomics.

William R. Gray Roncal, Zachary H. Koterba, Disa Mhembere, Dean M. Kleissas, Joshua T. Vogelstein, Randal C. Burns, Anita R. Bowles, Dimitrios K. Donavos, Sephira Ryman, Rex E. Jung, Lei Wu, Vince D. Calhoun, R. Jacob Vogelstein

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Computing scalable multivariate glocal invariants of large (brain-) graphs.

Disa Mhembere, William R. Gray Roncal, Daniel L. Sussman, Carey E. Priebe, Rex E. Jung, Sephira Ryman, R. Jacob Vogelstein, Joshua T. Vogelstein, Randal C. Burns

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013