Michela Taufer | Academic Influence

Michela Taufer's AcademicInfluence.com Rankings

Michela Taufer

Computer Science

#9809

World Rank

#10291

Historical Rank

Parallel Computing

#69

World Rank

#71

Historical Rank

Database

#8509

World Rank

#8912

Historical Rank

computer-science Degrees

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Computer Science

Michela Taufer's Degrees

PhD Computer Science University of Catania
Masters Computer Science University of Catania
Bachelors Computer Science University of Catania

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Why Is Michela Taufer Influential?

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According to Wikipedia, Michela Taufer is an Italian-American computer scientist and holds the Jack Dongarra Professorship in High Performance Computing within the Department of Electrical Engineering and Computer Science at the University of Tennessee, Knoxville. She is an ACM Distinguished Scientist and an IEEE Senior Member. In 2021, together with a team al Lawrence Livermore National Laboratory, she earned a R&D 100 Award for the Flux workload management software framework in the Software/Services category.

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Michela Taufer's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Reproducing GW150914: The First Observation of Gravitational Waves From a Binary Black Hole Merger (2016) (2891)
Enhancing reproducibility for computational methods (2016) (273)
Characterizing and evaluating desktop grids: an empirical study (2004) (220)
The future of scientific workflows (2018) (132)
Homogeneous redundancy: a technique to ensure integrity of molecular simulation results using public computing (2005) (78)
PseudoBase++: an extension of PseudoBase for easy searching, formatting and visualization of pseudoknots (2008) (71)
Scalable I/O-Aware Job Scheduling for Burst Buffer Enabled HPC Clusters (2016) (58)
Improving numerical reproducibility and stability in large-scale numerical simulations on GPUs (2010) (53)
Flux: Overcoming Scheduling Challenges for Exascale Workflows (2018) (52)
The Effectiveness of Threshold-Based Scheduling Policies in BOINC Projects (2006) (50)
Predictor@Home: A "Protein Structure Prediction Supercomputer' Based on Global Computing (2006) (47)
Performance Prediction and Analysis of BOINC Projects: An Empirical Study with EmBOINC (2009) (44)
Rapid Earthquake Characterization Using MEMS Accelerometers and Volunteer Hosts Following the M 7.2 Darfield, New Zealand, Earthquake (2014) (44)
Study of a highly accurate and fast protein–ligand docking method based on molecular dynamics (2005) (39)
A new plastic scintillator with large stokes shift (1989) (39)
Modeling Job Lifespan Delays in Volunteer Computing Projects (2009) (36)
Performance impact of dynamic parallelism on different clustering algorithms (2013) (36)
Particle Dynamics (2011) (35)
Molecular dynamics simulations of aqueous ions at the liquid–vapor interface accelerated using graphics processors (2011) (33)
Predictor@Home: a "protein structure prediction supercomputer" based on public-resource computing (2005) (30)
Machine Learning Predictions of Runtime and IO Traffic on High-End Clusters (2016) (30)
Spatial Gap-Filling of ESA CCI Satellite-Derived Soil Moisture Based on Geostatistical Techniques and Multiple Regression (2020) (30)
SimBA: A Discrete Event Simulator for Performance Prediction of Volunteer Computing Projects (2007) (30)
A Two-Tiered Approach to I/O Quality of Service in Docker Containers (2015) (30)
Organic scintillators with large Stokes shifts dissolved in polystyrene (1991) (29)
A scalable and accurate method for classifying protein-ligand binding geometries using a MapReduce approach (2012) (29)
PRIONN: Predicting Runtime and IO using Neural Networks (2018) (29)
Dynamic CPU Resource Allocation in Containerized Cloud Environments (2015) (28)
Evaluation of Several Two-Step Scoring Functions Based on Linear Interaction Energy, Effective Ligand Size, and Empirical Pair Potentials for Prediction of Protein-Ligand Binding Geometry and Free Energy (2011) (28)
Accelerating HMMER on GPUs by implementing hybrid data and task parallelism (2010) (27)
EmBOINC: An emulator for performance analysis of BOINC projects (2009) (26)
Structural, dynamic, and electrostatic properties of fully hydrated DMPC bilayers from molecular dynamics simulations accelerated with graphical processing units (GPUs) (2011) (26)
Particle Methods (2011) (25)
Network Quality of Service in Docker Containers (2015) (25)
Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms (2011) (25)
Mimir: Memory-Efficient and Scalable MapReduce for Large Supercomputing Systems (2017) (24)
A 3' terminal stem-loop structure in Nodamura virus RNA2 forms an essential cis-acting signal for RNA replication. (2010) (23)
Resource Management for Running HPC Applications in Container Clouds (2016) (21)
Towards Large-Scale Molecular Dynamics Simulations on Graphics Processors (2009) (21)
Automatic selection of near-native protein-ligand conformations using a hierarchical clustering and volunteer computing (2010) (21)
Enhancement of accuracy and efficiency for RNA secondary structure prediction by sequence segmentation and MapReduce (2013) (20)
Computational multiscale modeling in protein--ligand docking (2009) (19)
The Computational Chemistry Prototyping Environment (2005) (19)
VPIC 2.0: Next Generation Particle-in-Cell Simulations (2021) (18)
A distributed evolutionary method to design scheduling policies for volunteer computing (2008) (18)
Parallel Ocean Program (POP) (2011) (18)
Enabling In-Situ Data Analysis for Large Protein-Folding Trajectory Datasets (2014) (17)
Parallelization of tau-leap coarse-grained Monte Carlo simulations on GPUs (2010) (17)
Toward a Compatible Reproducibility Taxonomy for Computational and Computing Sciences. (2018) (16)
RNAVLab: A virtual laboratory for studying RNA secondary structures based on grid computing technology (2008) (15)
Reflection losses in polystyrene fibres (1991) (14)
Scheduling DAG-based workflows on single cloud instances: High-performance and cost effectiveness with a static scheduler (2017) (14)
A systematic multi-step methodology for performance analysis of communication traces of distributed applications based on hierarchical clustering (2006) (14)
In situ data analytics and indexing of protein trajectories (2017) (14)
FENZI: GPU-Enabled Molecular Dynamics Simulations of Large Membrane Regions Based on the CHARMM Force Field and PME (2011) (14)
Gap-free global annual soil moisture: 15 km grids for 1991–2018 (2019) (14)
On the Need for Reproducible Numerical Accuracy through Intelligent Runtime Selection of Reduction Algorithms at the Extreme Scale (2015) (13)
Combining task- and data parallelism to speed up protein folding on a desktop grid platform (2003) (13)
GPU-Enabled Macromolecular Simulation: Challenges and Opportunities (2013) (13)
DGMonitor: A Performance Monitoring Tool for Sandbox-Based Desktop Grid Platforms (2004) (12)
New Organic Scintillators with Large Stokes Shifts (1991) (12)
Bloomfish: A Highly Scalable Distributed K-mer Counting Framework (2017) (11)
Evaluation of IEEE 754 floating-point arithmetic compliance across a wide range of heterogeneous computers (2007) (11)
A distributed evolutionary method to design scheduling policies for volunteer computing (2008) (11)
Reengineering High-throughput Molecular Datasets for Scalable Clustering Using MapReduce (2012) (11)
compPknots: A Framework for Parallel Prediction and Comparison of RNA Secondary Structures with Pseudoknots (2006) (11)
Performance characterization of a molecular dynamics code on PC clusters: is there any easy parallelism in CHARMM? (2002) (11)
On Efficiently Capturing Scientific Properties in Distributed Big Data without Moving the Data: A Case Study in Distributed Structural Biology Using MapReduce (2013) (10)
Challenges in Designing Scheduling Policies in Volunteer Computing (2012) (10)
Moving Volunteer Computing towards Knowledge-Constructed, Dynamically-Adaptive Modeling and Scheduling (2007) (10)
Metrics for effective resource management in global computing environments (2005) (10)
Protein Docking (2011) (9)
Benchmarking Gender Differences in Volunteer Computing Projects (2013) (9)
Accurate Performance Evaluation, Modelling and Prediction of a Message Passing Simulation Code based on Middleware (1998) (9)
Scalability and resource usage of an OLAP benchmark on clusters of PCs (2002) (9)
On the Powerful Use of Simulations in the Quake-Catcher Network to Efficiently Position Low-cost Earthquake Sensors (2011) (9)
GPU-STREAM v2.0: Benchmarking the achievable memory bandwidth of many-core processors across diverse parallel programming models (2016) (9)
Performance Tuning of MapReduce Jobs Using Surrogate-based Modeling (2015) (8)
Study of a highly accurate and fast protein-ligand docking based on molecular dynamics (2004) (8)
SimBA: a discrete event simulator for performance prediction of volunteer computing projects (2006) (8)
Using surrogate-based modeling to predict optimal I/O parameters of applications at the extreme scale (2014) (8)
Molecular Dynamics Simulations on Cray Clusters using the SCIDDLE-PVM environment (1996) (7)
Balancing Scientist Needs and Volunteer Preferences in Volunteer Computing Using Constraint Optimization (2009) (7)
Secondary Structure Predictions for Long RNA Sequences Based on Inversion Excursions and MapReduce (2013) (7)
A modularized MapReduce framework to support RNA secondary structure prediction and analysis workflows (2012) (7)
Implementation and characterization of protein folding on a desktop computational grid. Is CHARMM a suitable candidate for the United Devices MetaProcessor? (2003) (7)
On the Effectiveness of Rebuilding RNA Secondary Structures from Sequence Chunks (2008) (7)
Characterizing In Situ and In Transit Analytics of Molecular Dynamics Simulations for Next-Generation Supercomputers (2019) (7)
A lightweight method for evaluating in situ workflow efficiency (2020) (7)
Record-and-Replay Techniques for HPC Systems: A Survey (2018) (6)
Influence of copper substrate treatments on properties of niobium coatings (1993) (6)
Initial Thoughts on Cybersecurity And Reproducibility (2019) (6)
On the effectiveness of application-aware self-management for scientific discovery in volunteer computing systems (2012) (6)
Special issue of computer communications on information and future communication security (2011) (6)
Accurate Scoring of Drug Conformations at the Extreme Scale (2015) (6)
From HPC Performance to Climate Modeling: Transforming Methods for HPC Predictions into Models of Extreme Climate Conditions (2015) (6)
Performance Impact of I/O on QMCPack Simulations at the Petascale and Beyond (2013) (6)
A performance monitor based on virtual global time for clusters of PCs (2003) (6)
Bandwidth Modeling in Large Distributed Systems for Big Data Applications (2014) (6)
Simulating Application Resilience at Exascale (2011) (6)
On the Cost of a General GPU Framework: The Strange Case of CUDA 4.0 vs. CUDA 5.0 (2012) (6)
A Dynamic Programming Algorithm for Finding the Optimal Segmentation of an RNA Sequence in Secondary Structure Predictions (2010) (6)
Topaz: Extending Firefox to Accommodate the GridFTP Protocol (2007) (5)
A survey of algorithms for transforming molecular dynamics data into metadata for in situ analytics based on machine learning methods (2020) (5)
Computational Multiscale Modeling in (2009) (5)
CanarIO: Sounding the Alarm on IO-Related Performance Degradation (2020) (5)
Enabling scalable and accurate clustering of distributed ligand geometries on supercomputers (2017) (5)
RNAVLab: A unified environment for computational RNA structure analysis based on grid computing technology (2007) (4)
Topaz: a Firefox Protocol Extension for GridFTP based on Data Flow Diagrams (2006) (4)
On the Migration of the Scientific Code Dyana from SMPs to Clusters of PCs and on to the Grid (2002) (4)
A Genetic Programming Approach to Design Resource Allocation Policies for Heterogeneous Workflows in the Cloud (2015) (4)
Parallel I/O Library (PIO) (2011) (4)
Creating a portable, high-level graph analytics paradigm for compute and data-intensive applications (2019) (4)
Usability and Performance Improvements in Hatchet (2020) (4)
A Novel Metric to Evaluate In Situ Workflows (2020) (4)
Future Trends of HPC in a Disruptive Scenario (2019) (4)
Applying frequency analysis techniques to dag-based workflows to benchmark and predict resource behavior on non-dedicated clusters (2014) (4)
A Testing Engine for High-Performance and Cost-Effective Workflow Execution in the Cloud (2015) (4)
Performance characterization of irregular I/O at the extreme scale (2016) (3)
Gender and volunteer computing: A survey study (2014) (3)
Advances in technology for high-energy subnuclear physics Contribution of the LAA project (1990) (3)
Analysis and results of the industrial production of the superconducting Nb/Cu cavities for the LEP 2 project (1995) (3)
Secondary structure predictions for long RNA sequences based on inversion excursions: preliminary results (2012) (3)
Data Movement in Data-Intensive High Performance Computing (2016) (3)
A Graphic Encoding Method for Quantitative Classification of Protein Structure and Representation of Conformational Changes (2019) (3)
Data analytics for modeling soil moisture patterns across united states ecoclimatic domains (2017) (3)
SOMOSPIE: A Modular SOil MOisture SPatial Inference Engine Based on Data-Driven Decisions (2019) (3)
Building High-throughput Neural Architecture Search Workflows via a Decoupled Fitness Prediction Engine (2022) (3)
A Case Study in Scientific Reproducibility from the Event Horizon Telescope (EHT) (2021) (3)
HYPPO: A Hybrid, Piecewise Polynomial Modeling Technique for Non-Smooth Surfaces (2016) (3)
Building Containerized Environments for Reproducibility and Traceability of Scientific Workflows (2020) (3)
Memory-Efficient and Skew-Tolerant MapReduce Over MPI for Supercomputing Systems (2020) (3)
Proceedings of the 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops (2012) (3)
Benchmarking the Performance of Scientific Applications with Irregular I/O at the Extreme Scale (2014) (3)
ExSciTecH: Expanding volunteer computing to Explore Science, Technology, and Health (2012) (3)
Identifying Degree and Sources of Non-Determinism in MPI Applications Via Graph Kernels (2021) (2)
Reproducibility of the First Image of a Black Hole in the Galaxy M87 from the Event Horizon Telescope (EHT) Collaboration (2022) (2)
On the Power of Combiner Optimizations in MapReduce Over MPI Workflows (2018) (2)
Performance Dissection of a Molecular Dynamics Code across CUDA and GPU Generations (2013) (2)
ANACIN-X: A software framework for studying non-determinism in MPI applications (2021) (2)
Pursuing Coordinated Trajectory Progression and Efficient Resource Utilization of GPU-Enabled Molecular Dynamics Simulations (2014) (2)
AI4IO: A Suite of Ai-Based Tools for IO-Aware HPC Resource Management (2021) (2)
MNEMONIC: A Network Environment for Automatic Optimization and Tuning of Data Movement over Advanced Networks (2009) (2)
Graphic Encoding of Macromolecules for Efficient High-Throughput Analysis (2018) (2)
PRIONN (2018) (2)
Inverting middleware framework A Framework for Performance Analysis of Distributed OLAP Benchmark on Clusters of PCs by Filtering and Abstracting Low Level Resource Usage (2002) (2)
Inverting middleware: performance analysis of layered application codes in high performance distributed computing (2002) (2)
Designing an Interactive, Notebook-Embedded, Tree Visualization to Support Exploratory Performance Analysis (2022) (2)
Applicability Study of the PRIMAD Model to LIGO Gravitational Wave Search Workflows (2019) (2)
Free energetics of carbon nanotube association in aqueous inorganic NaI salt solutions: Temperature effects using all‐atom molecular dynamics simulations (2015) (2)
Parallel Random Access Machines (PRAM) (2011) (2)
Identifying Structural Properties of Proteins from X-ray Free Electron Laser Diffraction Patterns (2022) (1)
High Performance Computing (2016) (1)
Scintillating Fibres for Central Tracking of Charged Particles (1991) (1)
Building a Vision for Reproducibility in the Cyberinfrastructure Ecosystem: Leveraging Community Efforts (2020) (1)
Study of Neocortex Simulations with GENESIS on High Performance Computing Resources (2016) (1)
High frequency accuracy and loss data of random neural networks trained on image datasets (2022) (1)
Study of the Network Impact on Earthquake Early Warning in the Quake-catcher Network Project (2014) (1)
Segmenta 2.0: A Bioinformatics Tool for RNA Segmentation (Version 2.0.121208) (2012) (1)
Poster: study of protein-ligand binding geometries using a scalable and accurate octree-based algorithm in mapReduce (2011) (1)
Supplementary material to "Gap-Free Global Annual Soil Moisture: 15km Grids for 1991–2016" (2019) (1)
NSDF-FUSE: A Testbed for Studying Object Storage via FUSE File Systems (2022) (1)
AI4IO: A suite of AI-based tools for IO-aware scheduling (2022) (1)
NSDF-Cloud: Enabling Ad-Hoc Compute Clusters Across Academic and Commercial Clouds (2022) (1)
Characterization of Power Usage and Performance in Data-Intensive Applications Using MapReduce over MPI (2019) (1)
An analytical performance model of generalized hierarchical scheduling (2022) (1)
Dealing with performance/portability and performance/accuracy trade-offs in heterogeneous computing systems: a case study with matrix multiplication modulo primes (2012) (1)
Conquering Big Data with High Performance Computing (2016) (1)
Who is Afraid of I/O?: Exploring I/O Challenges and Opportunities at the Exascale (2016) (1)
Augmenting Singularity to Generate Fine-grained Workflows, Record Trails, and Data Provenance (2022) (1)
Rolling partial prefix-sums to speedup evaluation of uniform and affine recurrence equations (2011) (1)
Spatial Gap-Filling of ESA CCI Satellite-Derived Soil Moisture Based on Linear Geostatistics (2019) (1)
RNASSA 2.0: RNA Secondary Structure Analysis (Version 2.0.121208) (2012) (1)
Cybercosm: New Foundations for a Converged Science Data Ecosystem (2021) (1)
Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma Simulations (2021) (1)
Present status and future programme of scintillating fibres for central tracking (1990) (1)
It-Situ Data Analysis of Protein Folding Trajectories (2015) (1)
Building Trust in Earth Science Findings through Data Traceability and Results Explainability (2023) (1)
Program Graphs (2011) (1)
A three-phase workflow for general and expressive representations of nondeterminism in HPC applications (2019) (1)
KeyBin2: Distributed Clustering for Scalable and In-Situ Analysis (2018) (1)
Apex Predator Nematodes and Meso-Predator Bacteria Consume Their Basal Insect Prey through Discrete Stages of Chemical Transformations (2022) (1)
Scheduling Matters: Area-Oriented Heuristic for Resource Management (2016) (1)
High Performance Computing (2020) (1)
Enabling Scalable Data Analysis of Computational Structural Biology Datasets on Distributed Memory Systems supported by the MapReduce Paradigm (2014) (0)
Proposal for research and development on a central tracking detector based on scintillating fibres (1990) (0)
SC18 selects the next reproducibility challenge paper (2018) (0)
Numerical Reproducibility and Stability of Large-Scale Simulations on Exascale Architectures (2012) (0)
Downscaling Satellite Soil Moisture Using a Modular Spatial Inference Framework (2022) (0)
A process for the production of scintillating optical fibers and then made fibers. (1990) (0)
PEng4NN: An Accurate Performance Estimation Engine for Efficient Automated Neural Network Architecture Search (2021) (0)
Development of a Scalable Method for Creating Food Groups Using the NHANES Dataset and MapReduce (2016) (0)
Leveraging In Situ Data Analysis to Enable Computational Steering of Brain's Neocortex Simulations with GENESIS (2018) (0)
Analysis of Vector Particle-In-Cell (VPIC) memory usage optimizations on cutting-edge computer architectures (2022) (0)
AsHES Keynote (2015) (0)
1 Dealing with large , distributed scientific datasets on exascale computers (2012) (0)
Place-Transition Nets (2011) (0)
A process for producing scintillating optical fibers and then made fibers. (1990) (0)
InversFinder 2.0: A Bioinformatics Tool for Finding Inversions (Version 2.0.120908) (2012) (0)
HPDC15 Chairs' welcome (2015) (0)
A Research-Based Course Module to Study Non-determinism in High Performance Applications (2022) (0)
HiCOMB 2015 Keynote and Invited Talks (2015) (0)
Inverting middleware framework (2002) (0)
A Survey of Graph Comparison Methods with Applications to Nondeterminism in High-Performance Computing (2023) (0)
Large-Scale Soil Moisture Modeling Based on Linear Geostatistics and Remotely Sensed Data (2018) (0)
Modeling the Next-Generation High Performance Schedulers (2018) (0)
Recognition of Outstanding Future Generation Computer Systems Reviewers for 2022 (2023) (0)
Co-scheduling Ensembles of In Situ Workflows (2022) (0)
Towards Optimal Scheduling for Global Computing under Probabilistic, Interval, and Fuzzy Uncertainty, with Potential Applications to Bioinformatics (2007) (0)
Accurate Performance Evaluation ,-Modeling and-Prediction of a Molecular Simulation coded with Message Passing Middleware (1998) (0)
A Collection of White Papers from the BDEC2 Workshop in San Diego, CA (2019) (0)
A Methodology to Generate Efficient Neural Networks for Classification of Scientific Datasets (2022) (0)
Performance characterization and modeling of the molecular simulation code opal (1998) (0)
Message from BDCloud Chairs (2014) (0)
Session details: Reliability and Variability (2019) (0)
Session details: Innovative microarchitecture II (2008) (0)
Assessing Resource Provisioning and Allocation of Ensembles of In Situ Workflows (2021) (0)
SC19 highlights (2019) (0)
2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012, Philadelphia, USA, October 4-7, 2012 (2012) (0)
Computer-Aided Design of Drugs on Emerging Hybrid High Performance Computers (2013) (0)
Efficient SDS Simulations on Multi-GPU Nodes of XSEDE High-End Clusters (2013) (0)
Orchestration of materials science workflows for heterogeneous resources at large scale (2023) (0)
Providing Quality of Science in Volunteer Computing (2011) (0)
Chemical ecology of a tripartite symbiosis 1 (2021) (0)
HICOMB-01 Three-dimensional reconstruction of viruses: challenges and strategies (Invited Paper) (2004) (0)
Parallel Prefix Algorithms (2011) (0)
Session details: Keynote Address 2 (2015) (0)
Ubique: A New Model for Untangling Inter-task Data Dependence in Complex HPC Workflows (2022) (0)
Chemical ecology of an apex predator life cycle (2021) (0)
A Roadmap to Robust Science for High-throughput Applications: The Scientists’ Perspective (2021) (0)
A Roadmap to Robust Science for High-throughput Applications: The Developers’ Perspective (2021) (0)
A Collection of White Papers from the BDEC2 Workshop in Bloomington, IN (2018) (0)
Parallel Operating System (2011) (0)
Simulations of Large Membrane Regions using GPU-enabled Computations – Preliminary Results (2011) (0)
Studying the Impact of Power Capping on MapReduce-based, Data-intensive Mini-applications on Intel KNL and KNM Architectures (2019) (0)
Enabling Call Path Querying in Hatchet to Identify Performance Bottlenecks in Scientific Applications (2022) (0)
1 Spatial Gap-Filling of ESA CCI Satellite-Derived Soil 2 Moisture based on Linear Geostatistics 3 (2019) (0)
Reproducing and Extending Analytical Performance Models of Generalized Hierarchical Scheduling (2022) (0)
Special Issue on Cluster Computing (2016) (0)
Reproducing the results for NICER observation of PSR J0030+0451 (2023) (0)

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What Schools Are Affiliated With Michela Taufer?

Michela Taufer is affiliated with the following schools: