Michela Taufer

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 106

Top Venues

CoRR

e-Science

Int. J. High Perform. Comput. Appl.

CLUSTER

ETH Zurich (PHD)

Education History

ETH Zurich

PHD

Publications

Michela Taufer, Daniel Milroy, Todd Gamblin, Andrew Jones, Bill Magro, Heidi Poxon, Seetharami R. Seelam
HPC and Cloud Convergence Beyond Technical Boundaries: Strategies for Economic Sustainability, Standardization, and Data Accessibility. Computer 57 (6) (2024)
Ian Lumsden, Hariharan Devarajan, Jack Marquez, Stephanie Brink, David Böhme, Olga Pearce, Jae-Seung Yeom, Michela Taufer
Empirical Study of Molecular Dynamics Workflow Data Movement: DYAD vs. Traditional I/O Systems. IPDPS (Workshops) (2024)
Connor Scully-Allison, Ian Lumsden, Katy Williams, Jesse Bartels, Michela Taufer, Stephanie Brink, Abhinav Bhatele, Olga Pearce, Katherine E. Isaacs
Design Concerns for Integrated Scripting and Interactive Visualization in Notebook Environments. IEEE Trans. Vis. Comput. Graph. 30 (9) (2024)
Michela Taufer
Recognition of best paper, outstanding editors, and outstanding reviewers for Future Generation Computer Systems in 2023. Future Gener. Comput. Syst. 155 (2024)
Seoyoung An, Georgia Channing, Catherine D. Schuman, Michela Taufer
VINARCH: A Visual Analytics Interactive Tool for Neural Network Archaeology. CLUSTER Workshops (2023)
Georgia Channing, Ria Patel, Paula Olaya, Ariel Keller Rorabaugh, Osamu Miyashita, Silvina Caíno-Lores, Catherine D. Schuman, Florence Tama, Michela Taufer
Composable Workflow for Accelerating Neural Architecture Search Using In Situ Analytics for Protein Classification. ICPP (2023)
Paula Olaya, Jakob Lüttgau, Camila Roa, Ricardo M. Llamas, Rodrigo Vargas, Sophia Wen, I-Hsin Chung, Seetharami R. Seelam, Yoonho Park, Jay F. Lofstead, Michela Taufer
Enabling Scalability in the Cloud for Scientific Workflows: An Earth Science Use Case. CLOUD (2023)
Jakob Lüttgau, Heberth F. Martinez, Paula Olaya, Giorgio Scorzelli, Glenn Tarcea, Jay F. Lofstead, Christine R. Kirkpatrick, Valerio Pascucci, Michela Taufer
NSDF-Services: Integrating Networking, Storage, and Computing Services into a Testbed for Democratization of Data Delivery. UCC (2023)
Jakob Lüttgau, Heberth Martinez, Glenn Tarcea, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer
Studying Latency and Throughput Constraints for Geo-Distributed Data in the National Science Data Fabric. HPDC (2023)
Harshita Sahni, Hector Carrillo-Cabada, Ekaterina D. Kots, Silvina Caíno-Lores, Jack Marquez, Ewa Deelman, Michel A. Cuendet, Harel Weinstein, Michela Taufer, Trilce Estrada
Online Boosted Gaussian Learners for In-Situ Detection and Characterization of Protein Folding States in Molecular Dynamics Simulations. e-Science (2023)
Stephanie Brink, Michael McKinsey, David Böhme, Connor Scully-Allison, Ian Lumsden, Daryl Hawkins, Treece Burgess, Vanessa Lama, Jakob Lüttgau, Katherine E. Isaacs, Michela Taufer, Olga Pearce
Thicket: Seeing the Performance Experiment Forest for the Individual Run Trees. HPDC (2023)
Chaitanya Afle, Patrick R. Miles, Silvina Caíno-Lores, Collin D. Capano, Ingo Tews, Karan Vahi, Ewa Deelman, Michela Taufer, Duncan A. Brown
Reproducing the Results for Neutron Star Interior Composition Explorer Observation of PSR J0030 + 0451. Comput. Sci. Eng. 25 (6) (2023)
Michela Taufer, Heberth F. Martinez, Jakob Lüttgau, Lauren Whitnah, Giorgio Scorzelli, Pania Newell, Aashish Panta, Peer-Timo Bremer, Douglas Fils, Christine R. Kirkpatrick, Valerio Pascucci
Enhancing Scientific Research with FAIR Digital Objects in the National Science Data Fabric. Comput. Sci. Eng. 25 (5) (2023)
Camila Roa, Mats Rynge, Paula Olaya, Karan Vahi, Todd Miller, James Griffioen, Shelley Knuth, John Goodhue, Dávid Hudák, Alana Romanella, Ricardo M. Llamas, Rodrigo Vargas, Miron Livny, Ewa Deelman, Michela Taufer
End-to-end Integration of Scientific Workflows on Distributed Cyberinfrastructures: Challenges and Lessons Learned with an Earth Science Application. UCC (2023)
Nigel Tan, Scott V. Luedtke, Michela Taufer, Brian J. Albright
Efficient Particle Tracing for Scalable Kinetic Plasma Simulation Analysis. CLUSTER Workshops (2023)
Sanjukta Bhowmick, Patrick Bell, Michela Taufer
A Survey of Graph Comparison Methods with Applications to Nondeterminism in High-Performance Computing. Int. J. High Perform. Comput. Appl. 37 (3-4) (2023)
Michael Alexander, Sanjukta Bhowmick, Befikir Bogale, Gilberto Díaz, Anne C. Elster, Danielle A. Ellsworth, Carlos Jaime Barrios Hernández, Evan Jaffe, Jack Marquez, Alison Melton, Aashish Pandey, Suzanne Parete-Koon, Nigel Tan, Michela Taufer, Verónica G. Melesse Vergara, Lauren Whitnah, George K. Thiruvathukal
EduHPC Lightning Talk Summary. SC Workshops (2023)
Jakob Lüttgau, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer
Development of Large-Scale Scientific Cyberinfrastructure and the Growing Opportunity to Democratize Access to Platforms and Data. HCI (26) (2023)
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman
Performance assessment of ensembles of in situ workflows under resource constraints. Concurr. Comput. Pract. Exp. 35 (20) (2023)
Camila Roa, Paula Olaya, Ricardo M. Llamas, Rodrigo Vargas, Michela Taufer
GEOtiled: A Scalable Workflow for Generating Large Datasets of High-Resolution Terrain Parameters. HPDC (2023)
Paula Olaya, Dominic Kennedy, Ricardo M. Llamas, Leobardo Valera, Rodrigo Vargas, Jay F. Lofstead, Michela Taufer
Building Trust in Earth Science Findings through Data Traceability and Results Explainability. IEEE Trans. Parallel Distributed Syst. 34 (2) (2023)
Chaitanya Afle, Patrick R. Miles, Silvina Caíno-Lores, Collin D. Capano, Ingo Tews, Karan Vahi, Ewa Deelman, Michela Taufer, Duncan A. Brown
Reproducing the results for NICER observation of PSR J0030+0451. CoRR (2023)
Michela Taufer
Recognition of Outstanding Future Generation Computer Systems Reviewers for 2022. Future Gener. Comput. Syst. 143 (2023)
Naweiluo Zhou, Giorgio Scorzelli, Jakob Lüttgau, Rahul R. Kancharla, Joshua J. Kane, Robert Wheeler, Brendan P. Croom, Pania Newell, Valerio Pascucci, Michela Taufer
Orchestration of materials science workflows for heterogeneous resources at large scale. Int. J. High Perform. Comput. Appl. 37 (3-4) (2023)
Nigel Tan, Jakob Lüttgau, Jack Marquez, Keita Teranishi, Nicolas Morales, Sanjukta Bhowmick, Franck Cappello, Michela Taufer, Bogdan Nicolae
Scalable Incremental Checkpointing using GPU-Accelerated De-Duplication. ICPP (2023)
Silvina Caíno-Lores, Michel A. Cuendet, Jack Marquez, Ekaterina D. Kots, Trilce Estrada, Ewa Deelman, Harel Weinstein, Michela Taufer
Runtime Steering of Molecular Dynamics Simulations Through In Situ Analysis and Annotation of Collective Variables. PASC (2023)
Jakob Lüttgau, Giorgio Scorzelli, Valerio Pascucci, Glenn Tarcea, Christine R. Kirkpatrick, Michela Taufer
NSDF-Catalog: Lightweight Indexing Service for Democratizing Data Delivery. UCC (2022)
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Frédéric Suter, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman
Co-scheduling Ensembles of In Situ Workflows. CoRR (2022)
Ariel Keller Rorabaugh, Silvina Caíno-Lores, Travis Johnston, Michela Taufer
Building High-Throughput Neural Architecture Search Workflows via a Decoupled Fitness Prediction Engine. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Dominic Kennedy, Paula Olaya, Jay F. Lofstead, Rodrigo Vargas, Michela Taufer
Augmenting Singularity to Generate Fine-grained Workflows, Record Trails, and Data Provenance. e-Science (2022)
Paula Olaya, Jakob Lüttgau, Naweiluo Zhou, Jay F. Lofstead, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer
NSDF-FUSE: A Testbed for Studying Object Storage via FUSE File Systems. HPDC (2022)
Stephen Herbein, Tapasya Patki, Dong H. Ahn, Sebastian Mobo, Clark Hathaway, Silvina Caíno-Lores, James Corbett, David Domyancic, Thomas R. W. Scogland, Bronis R. de Supinski, Michela Taufer
An analytical performance model of generalized hierarchical scheduling. Int. J. High Perform. Comput. Appl. 36 (3) (2022)
Jakob Lüttgau, Paula Olaya, Naweiluo Zhou, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer
NSDF-Cloud: Enabling Ad-Hoc Compute Clusters Across Academic and Commercial Clouds. HPDC (2022)
Jakob Lüttgau, Silvina Caíno-Lores, Kae Suarez, Dong H. Ahn, Stephen Herbein, Michela Taufer
Reproducing and Extending Analytical Performance Models of Generalized Hierarchical Scheduling. e-Science (2022)
Glenn Tarcea, Brian Puchala, Tracy Berman, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer, John Allison
The Materials Commons Data Repository. e-Science (2022)
Ria Patel, Brandan Roachell, Silvina Caíno-Lores, Ross Ketron, Jacob Leonard, Nigel Tan, Duncan A. Brown, Ewa Deelman, Michela Taufer
Reproducibility of the First Image of a Black Hole in the Galaxy M87 from the Event Horizon Telescope (EHT) Collaboration. CoRR (2022)
Ian Lumsden, Jakob Lüttgau, Vanessa Lama, Connor Scully-Allison, Stephanie Brink, Katherine E. Isaacs, Olga Pearce, Michela Taufer
Enabling Call Path Querying in Hatchet to Identify Performance Bottlenecks in Scientific Applications. e-Science (2022)
Paula Olaya, Silvina Caíno-Lores, Vanessa Lama, Ria Patel, Ariel Keller Rorabaugh, Osamu Miyashita, Florence Tama, Michela Taufer
Identifying Structural Properties of Proteins from X-ray Free Electron Laser Diffraction Patterns. e-Science (2022)
Ria Patel, Ariel Keller Rorabaugh, Paula Olaya, Silvina Caíno-Lores, Georgia Channing, Catherine D. Schuman, Osamu Miyashita, Florence Tama, Michela Taufer
A Methodology to Generate Efficient Neural Networks for Classification of Scientific Datasets. e-Science (2022)
Ricardo M. Llamas, Leobardo Valera, Paula Olaya, Michela Taufer, Rodrigo Vargas
Downscaling Satellite Soil Moisture Using a Modular Spatial Inference Framework. Remote. Sens. 14 (13) (2022)
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Frédéric Suter, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman
Co-scheduling Ensembles of In Situ Workflows. WORKS@SC (2022)
Connor Scully-Allison, Ian Lumsden, Katy Williams, Jesse Bartels, Michela Taufer, Stephanie Brink, Abhinav Bhatele, Olga Pearce, Katherine E. Isaacs
Designing an Interactive, Notebook-Embedded, Tree Visualization to Support Exploratory Performance Analysis. CoRR (2022)
Jae-Seung Yeom, Dong H. Ahn, Ian Lumsden, Jakob Lüttgau, Silvina Caíno-Lores, Michela Taufer
Ubique: A New Model for Untangling Inter-task Data Dependence in Complex HPC Workflows. e-Science (2022)
Patrick Bell, Kae Suarez, Barbara Fossum, Dylan Chapp, Sanjukta Bhowmick, Michela Taufer
A Research-Based Course Module to Study Non-determinism in High Performance Applications. IPDPS Workshops (2022)
Robert F. Bird, Nigel Tan, Scott V. Luedtke, Stephen Lien Harrell, Michela Taufer, Brian J. Albright
VPIC 2.0: Next Generation Particle-in-Cell Simulations. IEEE Trans. Parallel Distributed Syst. 33 (4) (2022)
Michael R. Wyatt II, Stephen Herbein, Todd Gamblin, Michela Taufer
AI4IO: A suite of AI-based tools for IO-aware scheduling. Int. J. High Perform. Comput. Appl. 36 (3) (2022)
Nigel Tan, Robert F. Bird, Guangye Chen, Scott V. Luedtke, Brian J. Albright, Michela Taufer
Analysis of Vector Particle-In-Cell (VPIC) memory usage optimizations on cutting-edge computer architectures. J. Comput. Sci. 60 (2022)
Ria Patel, Brandan Roachell, Silvina Caíno-Lores, Ross Ketron, Jacob Leonard, Nigel Tan, Karan Vahi, Duncan A. Brown, Ewa Deelman, Michela Taufer
Reproducibility of the First Image of a Black Hole in the Galaxy M87 From the Event Horizon Telescope Collaboration. Comput. Sci. Eng. 24 (5) (2022)
Hector Carrillo-Cabada, Jeremy Benson, Asghar M. Razavi, Brianna Mulligan, Michel A. Cuendet, Harel Weinstein, Michela Taufer, Trilce Estrada
A Graphic Encoding Method for Quantitative Classification of Protein Structure and Representation of Conformational Changes. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (4) (2021)
Ariel Keller Rorabaugh, Silvina Caíno-Lores, Michael R. Wyatt II, Travis Johnston, Michela Taufer
PEng4NN: An Accurate Performance Estimation Engine for Efficient Automated Neural Network Architecture Search. CoRR (2021)
Tu Mai Anh Do, Loïc Pottier, Silvina Caíno-Lores, Rafael Ferreira da Silva, Michel A. Cuendet, Harel Weinstein, Trilce Estrada, Michela Taufer, Ewa Deelman
workflow efficiency. J. Comput. Sci. 48 (2021)
Patrick Bell, Kae Suarez, Dylan Chapp, Nigel Tan, Sanjukta Bhowmick, Michela Taufer
ANACIN-X: A software framework for studying non-determinism in MPI applications. Softw. Impacts 10 (2021)
R. Ketron, J. Leonard, B. Roachell, R. Patel, R. White, Silvina Caíno-Lores, N. Tan, P. Miles, Karan Vahi, Ewa Deelman, Duncan A. Brown, Michela Taufer
A Case Study in Scientific Reproducibility from the Event Horizon Telescope (EHT). e-Science (2021)
Michela Taufer, Ewa Deelman, Rafael Ferreira da Silva, Trilce Estrada, M. Hall, Miron Livny
A Roadmap to Robust Science for High-throughput Applications: The Developers' Perspective. CLUSTER (2021)
Robert F. Bird, Nigel Tan, Scott V. Luedtke, Stephen Lien Harrell, Michela Taufer, Brian J. Albright
VPIC 2.0: Next Generation Particle-in-Cell Simulations. CoRR (2021)
Duncan A. Brown, Karan Vahi, Michela Taufer, Von Welch, Ewa Deelman, Lorena A. Barba, George K. Thiruvathukal
Reproducing GW150914: The First Observation of Gravitational Waves From a Binary Black Hole Merger. Comput. Sci. Eng. 23 (2) (2021)
Mark Asch, François Bodin, Micah Beck, Terry Moore, Michela Taufer, Jean-Pierre Vilotte
Cybercosm: New Foundations for a Converged Science Data Ecosystem. CoRR (2021)
Nigel Tan, Robert F. Bird, Guangye Chen, Michela Taufer
Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma Simulations. ICCS (2) (2021)
Dylan Chapp, Nigel Tan, Sanjukta Bhowmick, Michela Taufer
Identifying Degree and Sources of Non-Determinism in MPI Applications Via Graph Kernels. IEEE Trans. Parallel Distributed Syst. 32 (12) (2021)
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman
Assessing Resource Provisioning and Allocation of Ensembles of In Situ Workflows. ICPP Workshops (2021)
Michela Taufer
AI4IO: A Suite of Ai-Based Tools for IO-Aware HPC Resource Management. HiPC (2021)
Michela Taufer, Ewa Deelman, Rafael Ferreira da Silva, Trilce Estrada, M. Hall
A Roadmap to Robust Science for High-throughput Applications: The Scientists' Perspective. e-Science (2021)
Paula Olaya, Jay F. Lofstead, Michela Taufer
Building Containerized Environments for Reproducibility and Traceability of Scientific Workflows. CoRR (2020)
Stephanie Brink, Ian Lumsden, Connor Scully-Allison, Katy Williams, Olga Pearce, Todd Gamblin, Michela Taufer, Katherine E. Isaacs, Abhinav Bhatele
Usability and Performance Improvements in Hatchet. HUST/ProTools@SC (2020)
Duncan A. Brown, Karan Vahi, Michela Taufer, Von Welch, Ewa Deelman
Reproducing GW150914: the first observation of gravitational waves from a binary black hole merger. CoRR (2020)
Tu Mai Anh Do, Loïc Pottier, Stephen Thomas, Rafael Ferreira da Silva, Michel A. Cuendet, Harel Weinstein, Trilce Estrada, Michela Taufer, Ewa Deelman
A Novel Metric to Evaluate In Situ Workflows. ICCS (1) (2020)
Michael R. Wyatt II, Stephen Herbein, Kathleen Shoga, Todd Gamblin, Michela Taufer
CanarIO: Sounding the Alarm on IO-Related Performance Degradation. IPDPS (2020)
Dylan Chapp, Victoria Stodden, Michela Taufer
Building a Vision for Reproducibility in the Cyberinfrastructure Ecosystem: Leveraging Community Efforts. Supercomput. Front. Innov. 7 (1) (2020)
Ricardo M. Llamas, Mario Guevara, Danny Rorabaugh, Michela Taufer, Rodrigo Vargas
Spatial Gap-Filling of ESA CCI Satellite-Derived Soil Moisture Based on Geostatistical Techniques and Multiple Regression. Remote. Sens. 12 (4) (2020)
Dong H. Ahn, Ned Bass, Albert Chu, Jim Garlick, Mark Grondona, Stephen Herbein, Helgi I. Ingólfsson, Joseph Koning, Tapasya Patki, Thomas R. W. Scogland, Becky Springmeyer, Michela Taufer
Flux: Overcoming scheduling challenges for exascale workflows. Future Gener. Comput. Syst. 110 (2020)
Tao Gao, Yanfei Guo, Boyu Zhang, Pietro Cicotti, Yutong Lu, Pavan Balaji, Michela Taufer
Memory-Efficient and Skew-Tolerant MapReduce Over MPI for Supercomputing Systems. IEEE Trans. Parallel Distributed Syst. 31 (12) (2020)
Joshua Hoke Davis, Tao Gao, Sunita Chandrasekaran, Heike Jagode, Anthony Danalis, Jack J. Dongarra, Pavan Balaji, Michela Taufer
Characterization of Power Usage and Performance in Data-Intensive Applications Using MapReduce over MPI. PARCO (2019)
Danny Rorabaugh, Mario Guevara, Ricardo M. Llamas, Joy Kitson, Rodrigo Vargas, Michela Taufer
SOMOSPIE: A modular SOil MOisture SPatial Inference Engine based on data driven decision. CoRR (2019)
Danny Rorabaugh, Mario Guevara, Ricardo M. Llamas, Joy Kitson, Rodrigo Vargas, Michela Taufer
SOMOSPIE: A Modular SOil MOisture SPatial Inference Engine Based on Data-Driven Decisions. eScience (2019)
Joshua Hoke Davis, Tao Gao, Sunita Chandrasekaran, Michela Taufer
Studying the Impact of Power Capping on MapReduce-based, Data-intensive Mini-applications on Intel KNL and KNM Architectures. CoRR (2019)
Dylan Chapp, Danny Rorabaugh, Duncan A. Brown, Ewa Deelman, Karan Vahi, Von Welch, Michela Taufer
Applicability study of the PRIMAD model to LIGO gravitational wave search workflows. CoRR (2019)
Robert Searles, Stephen Herbein, Travis Johnston, Michela Taufer, Sunita Chandrasekaran
Creating a portable, high-level graph analytics paradigm for compute and data-intensive applications. Int. J. High Perform. Comput. Netw. 13 (1) (2019)
Michela Taufer
Session details: Reliability and Variability. HPDC (2019)
Ewa Deelman, Victoria Stodden, Michela Taufer, Von Welch
Initial Thoughts on Cybersecurity And Reproducibility. P-RECS@HPDC (2019)
Dylan Chapp, Danny Rorabaugh, Kento Sato, Dong H. Ahn, Michela Taufer
A three-phase workflow for general and expressive representations of nondeterminism in HPC applications. Int. J. High Perform. Comput. Appl. 33 (6) (2019)
Michela Taufer, Ewa Deelman, Stephen Thomas, Michael R. Wyatt II, Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Harel Weinstein, Michel A. Cuendet, Trilce Estrada
Characterizing In Situ and In Transit Analytics of Molecular Dynamics Simulations for Next-Generation Supercomputers. eScience (2019)
Dylan Chapp, Danny Rorabaugh, Duncan A. Brown, Ewa Deelman, Karan Vahi, Von Welch, Michela Taufer
Applicability Study of the PRIMAD Model to LIGO Gravitational Wave Search Workflows. P-RECS@HPDC (2019)
Michela Taufer
Modeling the Next-Generation High Performance Schedulers. SIGSIM-PADS (2018)
Ewa Deelman, Tom Peterka, Ilkay Altintas, Christopher D. Carothers, Kerstin Kleese van Dam, Kenneth Moreland, Manish Parashar, Lavanya Ramakrishnan, Michela Taufer, Jeffrey S. Vetter
The future of scientific workflows. Int. J. High Perform. Comput. Appl. 32 (1) (2018)
Michael R. Wyatt II, Stephen Herbein, Todd Gamblin, Adam Moody, Dong H. Ahn, Michela Taufer
PRIONN: Predicting Runtime and IO using Neural Networks. ICPP (2018)
Sean McDaniel-Gray, David L. Boothe, Alfred B. Yu, Dale R. Shires, Michela Taufer
Leveraging In Situ Data Analysis to Enable Computational Steering of Brain's Neocortex Simulations with GENESIS. HPCC/SmartCity/DSS (2018)
Trilce Estrada, Jeremy Benson, Hector Carrillo-Cabada, Asghar M. Razavi, Michel A. Cuendet, Harel Weinstein, Ewa Deelman, Michela Taufer
Graphic Encoding of Macromolecules for Efficient High-Throughput Analysis. BCB (2018)
Dylan Chapp, Kento Sato, Dong H. Ahn, Michela Taufer
Record-and-Replay Techniques for HPC Systems: A Survey. Supercomput. Front. Innov. 5 (1) (2018)
Xinyu Chen, Jeremy Benson, Matt Peterson, Michela Taufer, Trilce Estrada
KeyBin2: Distributed Clustering for Scalable and In-Situ Analysis. ICPP (2018)
Tao Gao, Yanfei Guo, Boyu Zhang, Pietro Cicotti, Yutong Lu, Pavan Balaji, Michela Taufer
On the Power of Combiner Optimizations in MapReduce Over MPI Workflows. ICPADS (2018)
Tao Gao, Yanfei Guo, Boyu Zhang, Pietro Cicotti, Yutong Lu, Pavan Balaji, Michela Taufer
Mimir: Memory-Efficient and Scalable MapReduce for Large Supercomputing Systems. IPDPS (2017)
Thomas Kitson, Paula Olaya, Elizabeth Racca, Michael R. Wyatt II, Mario Guevara, Rodrigo Vargas, Michela Taufer
Data analytics for modeling soil moisture patterns across united states ecoclimatic domains. IEEE BigData (2017)
Michela Taufer, Arnold L. Rosenberg
Scheduling DAG-based workflows on single cloud instances: High-performance and cost effectiveness with a static scheduler. Int. J. High Perform. Comput. Appl. 31 (1) (2017)
Travis Johnston, Boyu Zhang, Adam Liwo, Silvia Crivelli, Michela Taufer
data analytics and indexing of protein trajectories. J. Comput. Chem. 38 (16) (2017)
Boyu Zhang, Trilce Estrada, Pietro Cicotti, Pavan Balaji, Michela Taufer
Enabling scalable and accurate clustering of distributed ligand geometries on supercomputers. Parallel Comput. 63 (2017)
Tao Gao, Yanfei Guo, Yanjie Wei, Bingqiang Wang, Yutong Lu, Pietro Cicotti, Pavan Balaji, Michela Taufer
Bloomfish: A Highly Scalable Distributed K-mer Counting Framework. ICPADS (2017)
Sean McDaniel, David L. Boothe, Joshua C. Crone, Song Jun Park, Dale R. Shires, Alfred B. Yu, Michela Taufer
Study of Neocortex Simulations with GENESIS on High Performance Computing Resources. ICPADS (2016)
Michael R. Wyatt II, Travis Johnston, Mia Papas, Michela Taufer
Development of a Scalable Method for Creating Food Groups Using the NHANES Dataset and MapReduce. BCB (2016)
Stephen Herbein, Sean McDaniel, Norbert Podhorszki, Jeremy Logan, Scott Klasky, Michela Taufer
Performance characterization of irregular I/O at the extreme scale. Parallel Comput. 51 (2016)
Stephen Herbein, Dong H. Ahn, Don Lipari, Thomas R. W. Scogland, Marc Stearman, Mark Grondona, Jim Garlick, Becky Springmeyer, Michela Taufer
Scalable I/O-Aware Job Scheduling for Burst Buffer Enabled HPC Clusters. HPDC (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michela Taufer