Disa Mhembere

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 10

Top Topics

External Memory

Reliability Analysis

Memory Efficient

Top Venues

Publications

James Browne, Disa Mhembere, Tyler M. Tomita, Joshua T. Vogelstein, Randal C. Burns
Forest Packing: Fast Parallel, Decision Forests. SDM (2019)
Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal C. Burns
Graphyti: A Semi-External Memory Graph Library for FlashGraph. CoRR (2019)
Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal C. Burns
clusterNOR: A NUMA-Optimized Clustering Framework. CoRR (2019)
Da Zheng, Disa Mhembere, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns
FlashR: parallelize and scale R for machine learning using SSDs. PPOPP (2018)
James Browne, Tyler M. Tomita, Disa Mhembere, Randal C. Burns, Joshua T. Vogelstein
Forest Packing: Fast, Parallel Decision Forests. CoRR (2018)
Da Zheng, Disa Mhembere, Vince Lyzinski, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns
Semi-External Memory Sparse Matrix Multiplication for Billion-Node Graphs. IEEE Trans. Parallel Distributed Syst. 28 (5) (2017)
Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal C. Burns
knor: A NUMA-Optimized In-Memory, Distributed and Semi-External-Memory k-means Library. HPDC (2017)
Disa Mhembere, Da Zheng, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns
NUMA-optimized In-memory and Semi-external-memory Parameterized Clustering. CoRR (2016)
Da Zheng, Disa Mhembere, Vince Lyzinski, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns
Semi-External Memory Sparse Matrix Multiplication on Billion-node Graphs in a Multicore Architecture. CoRR (2016)
Da Zheng, Disa Mhembere, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns
FlashMatrix: Parallel, Scalable Data Analysis with Generalized Matrix Operations using Commodity SSDs. CoRR (2016)
Da Zheng, Disa Mhembere, Randal C. Burns, Joshua T. Vogelstein, Carey E. Priebe, Alexander S. Szalay
FlashGraph: Processing Billion-Node Graphs on an Array of Commodity SSDs. FAST (2015)
Da Zheng, Disa Mhembere, Randal C. Burns, Alexander S. Szalay
FlashGraph: Processing Billion-Node Graphs on an Array of Commodity SSDs. CoRR (2014)
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
Computing scalable multivariate glocal invariants of large (brain-) graphs. GlobalSIP (2013)
William R. Gray Roncal, Zachary H. Koterba, Disa Mhembere, Dean 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
MIGRAINE: MRI Graph Reliability Analysis and Inference for Connectomics. CoRR (2013)
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
MIGRAINE: MRI Graph Reliability Analysis and Inference for Connectomics. GlobalSIP (2013)
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
Computing Scalable Multivariate Glocal Invariants of Large (Brain-) Graphs. CoRR (2013)