Liana L. Fong

Publication Activity (10 Years)

Years Active: 1995-2017
Publications (10 Years): 5

Top Topics

Matrix Factorization

Stochastic Gradient Descent

Top Venues

IBM J. Res. Dev.

Publications

Xiaolong Xie, Wei Tan, Liana L. Fong, Yun Liang
CuMF_SGD: Parallelized Stochastic Gradient Descent for Matrix Factorization on GPUs. HPDC (2017)
Xiaolong Xie, Wei Tan, Liana L. Fong, Yun Liang
CuMF_SGD: Fast and Scalable Matrix Factorization. CoRR (2016)
Wei Tan, Liangliang Cao, Liana L. Fong
Faster and Cheaper: Parallelizing Large-Scale Matrix Factorization on GPUs. HPDC (2016)
Wei Tan, Liangliang Cao, Liana L. Fong
Faster and Cheaper: Parallelizing Large-Scale Matrix Factorization on GPUs. CoRR (2016)
Shuai Zheng, Zon-Yin Shae, Xiangliang Zhang, Hani Jamjoom, Liana L. Fong
Analysis and Modeling of Social Influence in High Performance Computing Workloads. CoRR (2016)
Yuzhe Richard Tang, Arun Iyengar, Wei Tan, Liana L. Fong, Ling Liu, Balaji Palanisamy
Deferred Lightweight Indexing for Log-Structured Key-Value Stores. CCGRID (2015)
Wei Tan, Sandeep Tata, Yuzhe Richard Tang, Liana L. Fong
Diff-Index: Differentiated Index in Distributed Log-Structured Data Stores. EDBT (2014)
Wei Tan, Liana L. Fong, Yanbin Liu
Effectiveness Assessment of Solid-State Drive Used in Big Data Services. ICWS (2014)
Liana L. Fong, Yuqing Gao, Xavier Guerin, Yonggang Liu, T. Salo, Seetharami Seelam, Wei Tan, Sandeep Tata
Toward a scale-out data-management middleware for low-latency enterprise computing. IBM J. Res. Dev. 57 (3/4) (2013)
Liana L. Fong, Renato J. O. Figueiredo, Kyung Dong Ryu
SMTPS Introduction. IPDPS Workshops (2012)
Onyeka Ezenwoye, M. Brian Blake, Gargi Dasgupta, Seyed Masoud Sadjadi, Selim Kalayci, Liana L. Fong
Managing Faults for Distributed Workflows over Grids. IEEE Internet Comput. 14 (2) (2010)
Seetharami Seelam, Liana L. Fong, Asser N. Tantawi, John Lewars, John Divirgilio, Kevin J. Gildea
Extreme scale computing: Modeling the impact of system noise in multicore clustered systems. IPDPS (2010)
Kyung Dong Ryu, Nimish Pachapurkar, Liana L. Fong
Adaptive Memory Paging for Efficient Gang Scheduling of Parallel Applications. IPDPS (2004)
Antonio Abbondanzio, Yariv Aridor, Ofer Biran, Liana L. Fong, Germán S. Goldszmidt, Richard E. Harper, Srirama M. Krishnakumar, Gregory Brian Pruett, Ben-Ami Yassur
Management of application complexes in multitier clustered systems. IBM Syst. J. 42 (1) (2003)
Donald P. Pazel, Tamar Eilam, Liana L. Fong, Michael H. Kalantar, Karen Appleby, Germán S. Goldszmidt
Neptune: A Dynamic Resource Allocation and Planning System for a Cluster Computing Utility. CCGRID (2002)
Liana L. Fong, Michael H. Kalantar, Donald P. Pazel, Germán S. Goldszmidt, Sameh A. Fakhouri, Srirama M. Krishnakumar
Dynamic resource management in an eUtility. NOMS (2002)
José E. Moreira, Hubertus Franke, Waiman Chan, Liana L. Fong, Morris A. Jette, Andy B. Yoo
A Gang-Scheduling System for ASCI Blue-Pacific. HPCN Europe (1999)
José E. Moreira, Waiman Chan, Liana L. Fong, Hubertus Franke, Morris A. Jette
An Infrastructure for Efficient Parallel Job Execution in Terascale Computing Environments. SC (1998)
David R. Kaeli, Liana L. Fong, Richard C. Booth, Kerry C. Imming, Joseph P. Weigel
Performance analysis on a CC-NUMA prototype. IBM J. Res. Dev. 41 (3) (1997)
Nayeem Islam, Andreas L. Prodromidis, Mark S. Squillante, Ajei S. Gopal, Liana L. Fong
Extensible Resource Management for Cluster Computing. ICDCS (1997)
Nayeem Islam, Andreas L. Prodromidis, Mark S. Squillante, Ajei S. Gopal, Liana L. Fong
Extensible Resource Scheduling for Parallel Scientific Applications. PPSC (1997)
David R. Kaeli, Liana L. Fong, Dwight Renfrew, Kerry C. Imming, Richard C. Booth
Scalable Performance on a Distributed Shared-Memory Machine. PDPTA (1995)
Liana L. Fong, Mark S. Squillante
Time-Function Scheduling: A General Approach To Controllable Resource Management. SOSP (1995)