Mallikarjun Shankar

Orcid: 0000-0001-5289-7460

According to our database¹, Mallikarjun Shankar authored at least 55 papers between 1995 and 2023.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2023

Zero Coordinate Shift: Whetted Automatic Differentiation for Physics-informed Operator Learning.

[BibT_eX]

[DOI]

Kuangdai Leng

Mallikarjun Shankar

Jeyan Thiyagalingam

CoRR, 2023

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.

[BibT_eX]

[DOI]

Cindy Orozco Bohorquez

Massimiliano Lupo Pasini

CoRR, 2023

FORGE: Pre-Training Open Foundation Models for Science.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2023

DeepThermo: Deep Learning Accelerated Parallel Monte Carlo Sampling for Thermodynamics Evaluation of High Entropy Alloys.

[BibT_eX]

[DOI]

Junqi Yin

Feiyi Wang

Mallikarjun Arjun Shankar

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

AI Benchmarking for Science: Efforts from the MLCommons Science Working Group.

[BibT_eX]

[DOI]

Christine R. Kirkpatrick

Proceedings of the High Performance Computing. ISC High Performance 2022 International Workshops - Hamburg, Germany, May 29, 2022

WfBench: Automated Generation of Scientific Workflow Benchmarks.

[BibT_eX]

[DOI]

Rafael Ferreira da Silva

Proceedings of the IEEE/ACM International Workshop on Performance Modeling, 2022

Strategies for Integrating Deep Learning Surrogate Models with HPC Simulation Applications.

[BibT_eX]

[DOI]

Junqi Yin

Feiyi Wang

Mallikarjun Shankar

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

2021

Scientific Machine Learning Benchmarks.

[BibT_eX]

[DOI]

CoRR, 2021

MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Mitigating Catastrophic Forgetting in Deep Learning in a Streaming Setting Using Historical Summary.

[BibT_eX]

[DOI]

Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021

MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

Enabling discovery data science through cross-facility workflows.

[BibT_eX]

[DOI]

Mallikarjun Arjun Shankar

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Data optimization for large batch distributed training of deep neural networks.

[BibT_eX]

[DOI]

Shubhankar Gahlot

Junqi Yin

Mallikarjun Shankar

CoRR, 2020

DataFed: Towards Reproducible Research via Federated Data Management.

[BibT_eX]

[DOI]

CoRR, 2020

A Systemic Approach to Facilitating Reproducibility via Federated, End-to-End Data Management.

[BibT_eX]

[DOI]

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

GPU lifetimes on titan supercomputer: survival analysis and reliability.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

2019

Early experiences on Summit: Data analytics and AI applications.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2019

Strategies to Deploy and Scale Deep Learning on the Summit Supercomputer.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE/ACM Workshop on Deep Learning on Supercomputers, 2019

2018

Best effort broadcast under cascading failures in interdependent critical infrastructure networks.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2018

Defining Big Data Analytics Benchmarks for Next Generation Supercomputers.

[BibT_eX]

[DOI]

CoRR, 2018

The design, deployment, and evaluation of the CORAL pre-exascale systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2018

2017

Best Effort Broadcast under Cascading Failures in Interdependent Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Distributed Computing and Networking, 2017

2016

Utilizing semantic big data for realizing a national-scale infrastructure vulnerability analysis system.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Semantic Big Data, 2016

BEAM: A Computational Workflow System for Managing and Modeling Material Characterization Data in HPC Environments.

[BibT_eX]

[DOI]

Christopher T. Symons

Proceedings of the International Conference on Computational Science 2016, 2016

URBAN-NET: A network-based infrastructure monitoring and analysis system for emergency management and public safety.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

High-performance computing framework for predictive simulation of healthcare delivery innovation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Table2Graph: A Scalable Graph Construction from Relational Tables Using Map-Reduce.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

Enabling graph appliance for genome assembly.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Graph databases for large-scale healthcare systems: A framework for efficient data management and data services.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

2013

Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data.

[BibT_eX]

[DOI]

Yubin Park

Joydeep Ghosh

Mallikarjun Shankar

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

2012

The split system approach to managing time in simulations of hybrid systems having continuous and discrete event components.

[BibT_eX]

[DOI]

James J. Nutaro

Phani Teja Kuruganti

Vladimir Protopopescu

Mallikarjun Shankar

Simul., 2012

Addressing extensibility requirements for health informatics data.

[BibT_eX]

[DOI]

Mallikarjun Shankar

Christopher Tomkins-Tinch

SIGHIT Rec., 2012

Adaptive response time control for metadata matching in information dissemination systems.

[BibT_eX]

[DOI]

J. Syst. Archit., 2012

Moving from descriptive to causal analytics: case study of discovering knowledge from us health indicators warehouse.

[BibT_eX]

[DOI]

Jack C. Schryver

Mallikarjun Shankar

Songhua Xu

Proceedings of the 2012 International Workshop on Smart Health and Wellbeing, 2012

2010

Quality of monitoring of stochastic events by periodic and proportional-share scheduling of sensor coverage.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2010

Identification of low-level point radioactive sources using a sensor network.

[BibT_eX]

[DOI]

Srinivasagopalan Srivathsan

S. Sitharama Iyengar

ACM Trans. Sens. Networks, 2010

2009

Coverage in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Guide to Wireless Sensor Networks, 2009

Matching and Fairness in Threat-Based Mobile Sensor Coverage.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2009

Sensor Placement for Detecting Propagative Sources in Populated Environments.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Improved SPRT detection using localization with application to radiation sources.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

INFOrmation Dissemination (INFOD) middleware.

[BibT_eX]

[DOI]

Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

An event-driven information dissemination model.

[BibT_eX]

[DOI]

Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

2008

Accurate localization of low-level radioactive source under noise and measurement errors.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

Control-Based Real-Time Metadata Matching for Information Dissemination.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth IEEE Internationl Conference on Embedded and Real-Time Computing Systems and Applications, 2008

Identification of Low-Level Point Radiation Sources Using a Sensor Network.

[BibT_eX]

[DOI]

Srinivasagopalan Srivathsan

S. Sitharama Iyengar

Yong Yang

Jennifer C. Hou

Proceedings of the 7th International Conference on Information Processing in Sensor Networks, 2008

Localization under random measurements with application to radiation sources.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Fusion, 2008

Quality of monitoring of stochastic events by periodic & proportional-share scheduling of sensor coverage.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008

2007

A sensor-cyber network testbed for plume detection, identification, and tracking.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

Spatio-temporal Conceptual Schema Development for Wide-Area Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the GeoSpatial Semantics, Second International Conference, 2007

Seamless Simulation of Hybrid Systems with Discrete Event Software Packages.

[BibT_eX]

[DOI]

James J. Nutaro

Phani Teja Kuruganti

Mallikarjun Shankar

Proceedings of the Proceedings 40th Annual Simulation Symposium (ANSS-40 2007), 2007

2005

SensorNet Operational Prototypes: Building Wide-Area Interoperable Sensor Networks - Extended Abstract.

[BibT_eX]

[DOI]

Mallikarjun Shankar

Bryan L. Gorman

Cyrus M. Smith

Proceedings of the Distributed Computing in Sensor Systems, 2005

2001

An End-to-End QoS Management Architecture for Flexible Applications

[BibT_eX]

[DOI]

Mallikarjun Shankar

PhD thesis, 2001

1999

An End-to-End QoS Management Architecture.

[BibT_eX]

[DOI]

Mallikarjun Shankar

Miguel de Miguel

Jane W.-S. Liu

Proceedings of the Fifth IEEE Real-Time Technology and Applications Symposium, 1999

1996

Algorithms and Optimality of Scheduling Soft Aperiodic Requests in Fixed-Priority Preemptive Systems.

[BibT_eX]

[DOI]

Too-Seng Tia

Jane W.-S. Liu

Mallikarjun Shankar

Real Time Syst., 1996

1995

Probabilistic performance guarantee for real-time tasks with varying computation times.

[BibT_eX]

[DOI]

Proceedings of the 1st IEEE Real-Time Technology and Applications Symposium, 1995

Mallikarjun Shankar

Timeline

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