Sameer Kumar

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 16

Top Topics

Asynchronous Cellular Automata

Image Classification

Goal Programming

Top Venues

Ann. Oper. Res.

Publications

Shibo Wang, Jinliang Wei, Amit Sabne, Andy Davis, Berkin Ilbeyi, Blake Hechtman, Dehao Chen, Karthik Srinivasa Murthy, Marcello Maggioni, Qiao Zhang, Sameer Kumar, Tongfei Guo, Yuanzhong Xu, Zongwei Zhou
Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models. ASPLOS (1) (2023)
Hanif Malekpoor, Nishikant Mishra, Sameer Kumar
A novel TOPSIS-CBR goal programming approach to sustainable healthcare treatment. Ann. Oper. Res. 312 (2) (2022)
Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus
Designing Effective Sparse Expert Models. CoRR (2022)
Sameer Kumar, Yu Emma Wang, Cliff Young, James Bradbury, Naveen Kumar, Dehao Chen, Andy Swing
Exploring the Limits of Concurrency in ML Training on Google TPUS. MLSys (2021)
Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc V. Le, Yang You, Sameer Kumar
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour. IPDPS Workshops (2021)
Sameer Kumar, James Bradbury, Cliff Young, Yu Emma Wang, Anselm Levskaya, Blake A. Hechtman, Dehao Chen, HyoukJoong Lee, Mehmet Deveci, Naveen Kumar, Pankaj Kanwar, Shibo Wang, Skye Wanderman-Milne, Steve Lacy, Tao Wang, Tayo Oguntebi, Yazhou Zu, Yuanzhong Xu, Andy Swing
Exploring the limits of Concurrency in ML Training on Google TPUs. CoRR (2020)
Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc V. Le, Yang You, Sameer Kumar
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour. CoRR (2020)
Sameer Kumar, Norm Jouppi
Highly Available Data Parallel ML training on Mesh Networks. CoRR (2020)
Kyle H. Goldschmidt, Sameer Kumar
Reducing the cost of humanitarian operations through disaster preparation and preparedness. Ann. Oper. Res. 283 (1-2) (2019)
Chao Li, Shuihua Han, Sameer Kumar, Wei-Xi Feng
The influence of senior executive support informatization on radical innovation performance. Ind. Manag. Data Syst. 119 (4) (2019)
Sameer Kumar, Victor Bitorff, Dehao Chen, Chiachen Chou, Blake A. Hechtman, HyoukJoong Lee, Naveen Kumar, Peter Mattson, Shibo Wang, Tao Wang, Yuanzhong Xu, Zongwei Zhou
Scale MLPerf-0.6 models on Google TPU-v3 Pods. CoRR (2019)
Chris Ying, Sameer Kumar, Dehao Chen, Tao Wang, Youlong Cheng
Image Classification at Supercomputer Scale. CoRR (2018)
Sameer Kumar
MPI Acceleration of Image Classification: Are We Seeing the Resurgence of MPI in Solving Big Data Problems? SEM4HPC@HPDC (2017)
Sameer Kumar, Sameh Sharkawi, K. A. Nysal Jan
Optimization and Analysis of MPI Collective Communication on Fat-Tree Networks. IPDPS (2016)
Sameer Kumar, Maryellen Tiffany, Salil Vaidya
Supply chain analysis of e-tailing versus retailing operation - a case study. Enterp. Inf. Syst. 10 (6) (2016)
Grant Lewison, Sameer Kumar, Chan-Yuan Wong, Philip Roe, Richard Webber
The contribution of ethnic groups to Malaysian scientific output, 1982-2014, and the effects of the new economic policy. Scientometrics 109 (3) (2016)
Pavel Shamis, Manjunath Gorentla Venkata, M. Graham Lopez, Matthew B. Baker, Oscar R. Hernandez, Yossi Itigin, Mike Dubman, Gilad Shainer, Richard L. Graham, Liran Liss, Yiftah Shahar, Sreeram Potluri, Davide Rossetti, Donald Becker, Duncan Poole, Christopher Lamb, Sameer Kumar, Craig B. Stunkel, George Bosilca, Aurélien Bouteiller
UCX: An Open Source Framework for HPC Network APIs and Beyond. Hot Interconnects (2015)
Rafael Diaz, Sameer Kumar, Joshua G. Behr
Housing recovery in the aftermath of a catastrophe: Material resources perspective. Comput. Ind. Eng. 81 (2015)
Sameer Kumar, Yanhua Sun, Laximant V. Kalé
Acceleration of an Asynchronous Message Driven Programming Paradigm on IBM Blue Gene/Q. IPDPS (2013)
Sameer Kumar
Review of: Kadushin, Charles. Understanding social networks: theories, concepts and findings. New York, NY: Oxford University Press, 2012. Inf. Res. 18 (1) (2013)
Sameer Kumar, Anvar Nigmatullin
A system dynamics analysis of food supply chains - Case study with non-perishable products. Simul. Model. Pract. Theory 19 (10) (2011)
Sameer Kumar
Review of: Hansen, Derek, Shneiderman, Ben, and Smith, Marc A. Analyzing social media networks with NodeXL: insights from a connected world. Massachusetts: Morgan Kaufmann, 2010. Inf. Res. 16 (2) (2011)
Sameer Kumar, Brooke B. Kadow, Melissa K. Lamkin
Challenges with the introduction of radio-frequency identification systems into a manufacturer's supply chain - a pilot study. Enterp. Inf. Syst. 5 (2) (2011)
Sameer Kumar, Anvar Nigmatullin
Exploring the impact of management of chronic illnesses through prevention on the U.S. healthcare delivery system - A closed loop system's modeling study. Inf. Knowl. Syst. Manag. 9 (3-4) (2010)
Sameer Kumar, Krista Aldrich
Overcoming barriers to electronic medical record (EMR) implementation in the US healthcare system: A comparative study. Health Informatics J. 16 (4) (2010)
Sameer Kumar, Nidhi Ghildayal, Cheryl Ostor
A systems approach in examining optimization opportunities and dynamics of the global steel industry. Inf. Knowl. Syst. Manag. 7 (4) (2008)
Sameer Kumar
Inventory logistics cost analysis model for the proposed EU intermodal loading unit - A business case. Inf. Knowl. Syst. Manag. 7 (3) (2008)
Sameer Kumar, Soeren Pauly, Erin Budin
Impact of radio frequency identification technology on manufacturing and logistics: challenges and issues. Int. J. Manuf. Technol. Manag. 10 (1) (2007)
Sameer Kumar, Edgardo C. Aquino, Elizabeth Anderson
Application of a process methodology and a strategic decision model for business process outsourcing. Inf. Knowl. Syst. Manag. 6 (4) (2007)
Sameer Kumar, Usman Waheed
Foreign market entry and expansion - Directions for strategic organizational growth based on a global system perspective. Inf. Knowl. Syst. Manag. 6 (3) (2007)
Sameer Kumar, Sarah Craig
Dell, Inc.'s closed loop supply chain for computer assembly plants. Inf. Knowl. Syst. Manag. 6 (3) (2007)
Sameer Kumar, Christopher DuFresne, Kim Hahler
Managing supply chain risks in US-China trade partnership. Inf. Knowl. Syst. Manag. 6 (4) (2007)
Sameer Kumar
Connective technology as a strategic tool for building effective supply chain. Int. J. Manuf. Technol. Manag. 10 (1) (2007)
Sameer Kumar, Cindy Massie, Michelle D. Dumonceaux
Comparative innovative business strategies of major players in cosmetic industry. Ind. Manag. Data Syst. 106 (3) (2006)
Sameer Kumar, Ganesh Thondikulam
Knowledge management in a collaborative business framework. Inf. Knowl. Syst. Manag. 5 (3) (2006)
Sameer Kumar, Jason H. Eickhoff
Outsourcing: When and how should it be done? Inf. Knowl. Syst. Manag. 5 (4) (2006)
Sameer Kumar, Julie Fullenkamp
Analysis of European Union environmental directives and producer responsibility requirements. Int. J. Serv. Stand. 1 (3) (2005)
Sameer Kumar, Jacky Jamieson, Mathew Sweetman
Software industry in the fastest emerging market: challenges and opportunities. Int. J. Technol. Manag. 29 (3/4) (2005)
Sameer Kumar
Mobile communications: global trends in the 21st century. Int. J. Mob. Commun. 2 (1) (2004)
Sameer Kumar, Jonathan Beattie
A comparative study of the state of recent IPO companies - lessons learned. Ind. Manag. Data Syst. 104 (1) (2004)
Om Ji Omer, Sameer Kumar, Rajeev Bajpai, K. S. Venkatesh, Sumana Gupta
Motion estimation from motion smear -a system identification approach. ICIP (2004)
Sameer Kumar
Managing human capital supply chain in the Internet era. Ind. Manag. Data Syst. 103 (4) (2003)
Sameer Kumar, Joel Stokkeland
Evolution of GPS technology and its subsequent use in commercial markets. Int. J. Mob. Commun. 1 (1/2) (2003)
Sameer Kumar, David Meade
Has MRP run its course? A review of contemporary developments in planning systems. Ind. Manag. Data Syst. 102 (8) (2002)
Sant Arora, Sameer Kumar
Reengineering: A Focus on Enterprise Integration. Interfaces 30 (5) (2000)