Abhinav Vishnu
Orcid: 0000-0002-0593-4780
According to our database1,
Abhinav Vishnu
authored at least 97 papers
between 2004 and 2023.
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Bibliography
2023
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023
Proceedings of the 52nd International Conference on Parallel Processing, 2023
2022
2021
Semantic-Aware Lossless Data Compression for Deep Learning Recommendation Model (DLRM).
Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021
SURFNet: Super-Resolution of Turbulent Flows with Transfer Learning using Small Datasets.
Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021
2020
Future Gener. Comput. Syst., 2020
Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020
2019
Parallel Comput., 2019
Foreword to the special issue for the Workshop on Parallel Programming Models and Systems Software for High-End Computing (P2S2 2017).
Parallel Comput., 2019
Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019
2018
ACM Trans. Archit. Code Optim., 2018
Data Min. Knowl. Discov., 2018
Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction.
CoRR, 2018
GossipGraD: Scalable Deep Learning using Gossip Communication based Asynchronous Gradient Descent.
CoRR, 2018
How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions?
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
Using Rule-Based Labels for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018
Effective Machine Learning Based Format Selection and Performance Modeling for SpMV on GPUs.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018
Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018
2017
ChemNet: A Transferable and Generalizable Deep Neural Network for Small-Molecule Property Prediction.
CoRR, 2017
SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties.
CoRR, 2017
Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models.
CoRR, 2017
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2017
Proceedings of the 24th European MPI Users' Group Meeting, 2017
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017
Proceedings of the International Conference on Supercomputing, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
2016
Special Issue on Parallel Programming Models and Systems Software for High-End Computing.
Parallel Comput., 2016
Performance analysis of data intensive cloud systems based on data management and replication: a survey.
Distributed Parallel Databases, 2016
A Data-Driven Approach for Semantic Role Labeling from Induced Grammar Structures in Language.
CoRR, 2016
Concurr. Comput. Pract. Exp., 2016
A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems.
Computing, 2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016
Proceedings of the 45th International Conference on Parallel Processing, 2016
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
A work stealing based approach for enabling scalable optimal sequence homology detection.
J. Parallel Distributed Comput., 2015
CoRR, 2015
Proceedings of the International Conference for High Performance Computing, 2015
Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2015
Proceedings of the OpenSHMEM and Related Technologies. Experiences, Implementations, and Technologies, 2015
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
2014
A performance comparison of current HPC systems: Blue Gene/Q, Cray XE6 and InfiniBand systems.
Future Gener. Comput. Syst., 2014
Fast Support Vector Machines Using Parallel Adaptive Shrinking on Distributed Systems.
CoRR, 2014
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Proceedings of the 21st International Conference on High Performance Computing, 2014
2013
J. Supercomput., 2013
Parallel Comput., 2013
Special issue on programming models, systems software, and tools for High-End Computing.
Parallel Comput., 2013
Clust. Comput., 2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
2012
Comparing the Performance of Blue Gene/Q with Leading Cray XE6 and InfiniBand Systems.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012
Proceedings of the 19th International Conference on High Performance Computing, 2012
Global Futures: A Multithreaded Execution Model for Global Arrays-based Applications.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012
2011
Int. J. High Perform. Comput. Appl., 2011
Special Issue on Programming Models and Systems Software Support for High-End Computing Applications.
Int. J. High Perform. Comput. Appl., 2011
Mapping communication layouts to network hardware characteristics on massive-scale blue gene systems.
Comput. Sci. Res. Dev., 2011
Computer, 2011
Proceedings of the Recent Advances in the Message Passing Interface, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Evaluating the Potential of Cray Gemini Interconnect for PGAS Communication Runtime Systems.
Proceedings of the IEEE 19th Annual Symposium on High Performance Interconnects, 2011
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011
2010
Designing topology-aware collective communication algorithms for large scale InfiniBand clusters: Case studies with Scatter and Gather.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
Proceedings of the 39th International Conference on Parallel Processing, 2010
Proceedings of the 2010 International Conference on High Performance Computing, 2010
Designing Energy Efficient Communication Runtime Systems for Data Centric Programming Models.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010
Efficient On-Demand Connection Management Mechanisms with PGAS Models over InfiniBand.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010
2009
Concurr. Comput. Pract. Exp., 2009
Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009
2007
On using connection-oriented vs. connection-less transport for performance and scalability of collective and one-sided operations: trade-offs and impact.
Proceedings of the 12th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2007
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007
High Performance Distributed Lock Management Services using Network-based Remote Atomic Operations.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007
2006
Scalable systems software - A software based approach for providing network fault tolerance in clusters with uDAPL interface: MPI level design and performance evaluation.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2006
Memory Scalability Evaluation of the Next-Generation Intel Bensley Platform with InfiniBand.
Proceedings of the 14th IEEE Symposium on High-Performance Interconnects, 2006
2005
Performance Modeling of Subnet Management on Fat Tree InfiniBand Networks using OpenSM.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Proceedings of the 13th Annual IEEE Symposium on High Performance Interconnects (HOTIC 2005), 2005
Supporting MPI-2 One Sided Communication on Multi-rail InfiniBand Clusters: Design Challenges and Performance Benefits.
Proceedings of the High Performance Computing, 2005
2004
Proceedings of the ACM/IEEE SC2004 Conference on High Performance Networking and Computing, 2004
Proceedings of the 12th Annual IEEE Symposium on High Performance Interconnects, 2004