Sameer Kumar

41 papers A 2B 1Journal 35Unranked 3
YearRankTypeTitle / Venue / Authors
2023 — conf
Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models.
ASPLOS (1)
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
2022 J jnl
A novel TOPSIS-CBR goal programming approach to sustainable healthcare treatment.
Ann. Oper. Res.
Hanif Malekpoor, Nishikant Mishra, Sameer Kumar
2022 J jnl
Designing Effective Sparse Expert Models.
CoRR
Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus
2021 — conf
Exploring the Limits of Concurrency in ML Training on Google TPUS.
MLSys
Sameer Kumar, Yu Emma Wang, Cliff Young, James Bradbury, Naveen Kumar, Dehao Chen, Andy Swing
2021 — conf
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour.
IPDPS Workshops
Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc V. Le, Yang You, Sameer Kumar
2020 J jnl
Exploring the limits of Concurrency in ML Training on Google TPUs.
CoRR
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
2020 J jnl
Highly Available Data Parallel ML training on Mesh Networks.
CoRR
Sameer Kumar, Norm Jouppi
2020 J jnl
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour.
CoRR
Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc V. Le, Yang You, Sameer Kumar
2019 J jnl
Reducing the cost of humanitarian operations through disaster preparation and preparedness.
Ann. Oper. Res.
Kyle H. Goldschmidt, Sameer Kumar
2019 J jnl
Scale MLPerf-0.6 models on Google TPU-v3 Pods.
CoRR
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
2019 J jnl
The influence of senior executive support informatization on radical innovation performance.
Ind. Manag. Data Syst.
Chao Li, Shuihua Han, Sameer Kumar, Wei-Xi Feng
2018 J jnl
Image Classification at Supercomputer Scale.
CoRR
Chris Ying, Sameer Kumar, Dehao Chen, Tao Wang, Youlong Cheng
2016 A conf
Optimization and Analysis of MPI Collective Communication on Fat-Tree Networks.
IPDPS
Sameer Kumar, Sameh Sharkawi, K. A. Nysal Jan
2016 J jnl
Supply chain analysis of e-tailing versus retailing operation - a case study.
Enterp. Inf. Syst.
Sameer Kumar, Maryellen Tiffany, Salil Vaidya
2015 J jnl
Housing recovery in the aftermath of a catastrophe: Material resources perspective.
Comput. Ind. Eng.
Rafael Diaz, Sameer Kumar, Joshua G. Behr
2013 A conf
Acceleration of an Asynchronous Message Driven Programming Paradigm on IBM Blue Gene/Q.
IPDPS
Sameer Kumar, Yanhua Sun, Laximant V. Kalé
2013 J jnl
Review of: Kadushin, Charles. Understanding social networks: theories, concepts and findings. New York, NY: Oxford University Press, 2012.
Inf. Res.
Sameer Kumar
2011 J jnl
A system dynamics analysis of food supply chains - Case study with non-perishable products.
Simul. Model. Pract. Theory
Sameer Kumar, Anvar Nigmatullin
2011 J jnl
Challenges with the introduction of radio-frequency identification systems into a manufacturer's supply chain - a pilot study.
Enterp. Inf. Syst.
Sameer Kumar, Brooke B. Kadow, Melissa K. Lamkin
2011 J jnl
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.
Sameer Kumar
2010 J jnl
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.
Sameer Kumar, Anvar Nigmatullin
2010 J jnl
Overcoming barriers to electronic medical record (EMR) implementation in the US healthcare system: A comparative study.
Health Informatics J.
Sameer Kumar, Krista Aldrich
2008 J jnl
Inventory logistics cost analysis model for the proposed EU intermodal loading unit - A business case.
Inf. Knowl. Syst. Manag.
Sameer Kumar
2007 J jnl
Application of a process methodology and a strategic decision model for business process outsourcing.
Inf. Knowl. Syst. Manag.
Sameer Kumar, Edgardo C. Aquino, Elizabeth Anderson
2007 J jnl
Connective technology as a strategic tool for building effective supply chain.
Int. J. Manuf. Technol. Manag.
Sameer Kumar
2007 J jnl
Dell, Inc.'s closed loop supply chain for computer assembly plants.
Inf. Knowl. Syst. Manag.
Sameer Kumar, Sarah Craig
2007 J jnl
Foreign market entry and expansion - Directions for strategic organizational growth based on a global system perspective.
Inf. Knowl. Syst. Manag.
Sameer Kumar, Usman Waheed
2007 J jnl
Impact of radio frequency identification technology on manufacturing and logistics: challenges and issues.
Int. J. Manuf. Technol. Manag.
Sameer Kumar, Soeren Pauly, Erin Budin
2007 J jnl
Managing supply chain risks in US-China trade partnership.
Inf. Knowl. Syst. Manag.
Sameer Kumar, Christopher DuFresne, Kim Hahler
2006 J jnl
Comparative innovative business strategies of major players in cosmetic industry.
Ind. Manag. Data Syst.
Sameer Kumar, Cindy Massie, Michelle D. Dumonceaux
2006 J jnl
Knowledge management in a collaborative business framework.
Inf. Knowl. Syst. Manag.
Sameer Kumar, Ganesh Thondikulam
2006 J jnl
Outsourcing: When and how should it be done?
Inf. Knowl. Syst. Manag.
Sameer Kumar, Jason H. Eickhoff
2005 J jnl
Analysis of European Union environmental directives and producer responsibility requirements.
Int. J. Serv. Stand.
Sameer Kumar, Julie Fullenkamp
2005 J jnl
Software industry in the fastest emerging market: challenges and opportunities.
Int. J. Technol. Manag.
Sameer Kumar, Jacky Jamieson, Mathew Sweetman
2004 J jnl
A comparative study of the state of recent IPO companies - lessons learned.
Ind. Manag. Data Syst.
Sameer Kumar, Jonathan Beattie
2004 J jnl
Mobile communications: global trends in the 21st century.
Int. J. Mob. Commun.
Sameer Kumar
2004 B conf
Motion estimation from motion smear -a system identification approach.
ICIP
Om Ji Omer, Sameer Kumar, Rajeev Bajpai, K. S. Venkatesh, Sumana Gupta
2003 J jnl
Evolution of GPS technology and its subsequent use in commercial markets.
Int. J. Mob. Commun.
Sameer Kumar, Joel Stokkeland
2003 J jnl
Managing human capital supply chain in the Internet era.
Ind. Manag. Data Syst.
Sameer Kumar
2002 J jnl
Has MRP run its course? A review of contemporary developments in planning systems.
Ind. Manag. Data Syst.
Sameer Kumar, David Meade
2000 J jnl
Reengineering: A Focus on Enterprise Integration.
Interfaces
Sant Arora, Sameer Kumar