Abhinav Vishnu

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Charles SiegelMetaDirección de correo verificada de fb.com
Dhabaleswar K. PandaProfessor of Computer Science, The Ohio State UniversityDirección de correo verificada de cse.ohio-state.edu
Pavan BalajiArgonne National LaboratoryDirección de correo verificada de anl.gov
Nathan HodasBungieDirección de correo verificada de bungie.com
Jeff DailyAMDDirección de correo verificada de amd.com
Adolfy HoisieDepartment Chair, Brookaven National LaboratoryDirección de correo verificada de bnl.gov
Samee U. KhanMississippi State UniversityDirección de correo verificada de ece.msstate.edu
Albert Y. ZomayaPeter Nicol Russell Chair Professor of Computer Science, Sydney UniversityDirección de correo verificada de sydney.edu.au
Joanna KolodziejNASK and Cracow University of Technology, PolandDirección de correo verificada de pk.edu.pl
Kevin J. BarkerHigh Performance Computing Group Lead, Pacific Northwest National LaboratoryDirección de correo verificada de pnnl.gov
Shuaiwen Leon SongVP of Research, Together.ai; Ex-Microsoft; Tenured ProfessorDirección de correo verificada de together.ai
Nathan R. TallentPacific Northwest National LaboratoryDirección de correo verificada de pnnl.gov
Cheng-Zhong Xu, IEEE FellowUniversity of Macau, Macau SAR, ChinaDirección de correo verificada de um.edu.mo
Lizhe Wang, Academia of Europaea,...China University of GeosciencesDirección de correo verificada de cug.edu.cn
Prof. Rajiv Ranjan, MAE, FIEEE, FAIAANewcastle University Director (National Edge AI Hub and International EV Security Centre)Dirección de correo verificada de newcastle.ac.uk
Sundeep NarravulaElectronic ArtsDirección de correo verificada de ea.com
Sriram KrishnamoorthyGoogleDirección de correo verificada de google.com
Nasir GhaniProfessor of Electrical Engineering, University of South FloridaDirección de correo verificada de usf.edu
Pascal BouvryProfessor of Computer Science, University of LuxembourgDirección de correo verificada de uni.lu
Frederic PinelDirección de correo verificada de uni.lu

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Abhinav Vishnu

Senior Fellow, AMD

Dirección de correo verificada de amd.com - Página principal

High Performance Computing Programming Models Data Mining Machine Learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Deep learning for computational chemistry GB Goh, NO Hodas, A Vishnu Journal of computational chemistry 38 (16), 1291-1307, 2017	890	2017
NWChem: Past, present, and future E Apra, EJ Bylaska, WA De Jong, N Govind, K Kowalski, TP Straatsma, ... The Journal of chemical physics 152 (18), 2020	625	2020
A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems A Hameed, A Khoshkbarforoushha, R Ranjan, PP Jayaraman, J Kolodziej, ... Computing 98, 751-774, 2016	466	2016
An overview of energy efficiency techniques in cluster computing systems GL Valentini, W Lassonde, SU Khan, N Min-Allah, SA Madani, J Li, ... Cluster Computing 16, 3-15, 2013	291	2013
Chemception: a deep neural network with minimal chemistry knowledge matches the performance of expert-developed QSAR/QSPR models GB Goh, C Siegel, A Vishnu, NO Hodas, N Baker arXiv preprint arXiv:1706.06689, 2017	272	2017
GossipGraD: Scalable Deep Learning using Gossip Communication based Asynchronous Gradient Descent J Daily, A Vishnu, T Warfel, V Amatya https://arxiv.org/pdf/1803.05880.pdf, 2018	221*	2018
NWChem E Apra, EJ Bylaska, WA de Jong, N Govind, K Kowalski, TP Straatsma, ... American Institute of Physics, 2020	216	2020
A survey on resource allocation in high performance distributed computing systems H Hussain, SUR Malik, A Hameed, SU Khan, G Bickler, N Min-Allah, ... Parallel Computing 39 (11), 709-736, 2013	205	2013
Smiles2vec: An interpretable general-purpose deep neural network for predicting chemical properties GB Goh, NO Hodas, C Siegel, A Vishnu arXiv preprint arXiv:1712.02034, 2017	178	2017
CFDNet: A deep learning-based accelerator for fluid simulations O Obiols-Sales, A Vishnu, N Malaya, A Chandramowliswharan Proceedings of the 34th ACM international conference on supercomputing, 1-12, 2020	177	2020
Desh: deep learning for system health prediction of lead times to failure in hpc A Das, F Mueller, C Siegel, A Vishnu Proceedings of the 27th international symposium on high-performance parallel …, 2018	117	2018
Designing topology-aware collective communication algorithms for large scale infiniband clusters: Case studies with scatter and gather K Kandalla, H Subramoni, A Vishnu, DK Panda 2010 IEEE International Symposium on Parallel & Distributed Processing …, 2010	110	2010
Using rule-based labels for weak supervised learning: a ChemNet for transferable chemical property prediction GB Goh, C Siegel, A Vishnu, N Hodas Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018	102	2018
Building multirail infiniband clusters: Mpi-level design and performance evaluation J Liu, A Vishnu, DK Panda SC'04: Proceedings of the 2004 ACM/IEEE conference on Supercomputing, 33-33, 2004	98	2004
Performance analysis of data intensive cloud systems based on data management and replication: a survey SUR Malik, SU Khan, SJ Ewen, N Tziritas, J Kolodziej, AY Zomaya, ... Distributed and Parallel Databases 34, 179-215, 2016	77	2016
Kleio: A hybrid memory page scheduler with machine intelligence TD Doudali, S Blagodurov, A Vishnu, S Gurumurthi, A Gavrilovska Proceedings of the 28th International Symposium on High-Performance Parallel …, 2019	76	2019
Iso-energy-efficiency: An approach to power-constrained parallel computation S Song, CY Su, R Ge, A Vishnu, KW Cameron 2011 IEEE International Parallel & Distributed Processing Symposium, 128-139, 2011	72	2011
Distributed tensorflow with MPI A Vishnu, C Siegel, J Daily arXiv preprint arXiv:1603.02339, 2016	71	2016
How much chemistry does a deep neural network need to know to make accurate predictions? GB Goh, C Siegel, A Vishnu, N Hodas, N Baker 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1340-1349, 2018	70	2018
Scaling deep learning workloads: Nvidia dgx-1/pascal and intel knights landing NA Gawande, JA Daily, C Siegel, NR Tallent, A Vishnu Future Generation Computer Systems 108, 1162-1172, 2020	59	2020

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