Alok Nidhi Choudhary
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Alok Nidhi Choudharycomputer-science Degrees
Computer Science
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Machine Learning
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Computer Science
Why Is Alok Nidhi Choudhary Influential?
(Suggest an Edit or Addition)Alok Nidhi Choudhary'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
- A General-Purpose Machine Learning Framework for Predicting Properties of Inorganic Materials (2016) (788)
- The International Exascale Software Project roadmap (2011) (735)
- A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets (2005) (627)
- Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science (2016) (610)
- Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection (2017) (591)
- Terascale direct numerical simulations of turbulent combustion using S3D (2008) (559)
- A fast high utility itemsets mining algorithm (2005) (487)
- Combinatorial screening for new materials in unconstrained composition space with machine learning (2014) (451)
- Parallel netCDF: A High-Performance Scientific I/O Interface (2003) (437)
- Firefly: illuminating future network-on-chip with nanophotonics (2009) (417)
- Twitter Trending Topic Classification (2011) (301)
- Improved parallel I/O via a two-phase run-time access strategy (1993) (280)
- An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections (2015) (280)
- Sentiment Analysis of Conditional Sentences (2009) (262)
- MineBench: A Benchmark Suite for Data Mining Workloads (2006) (248)
- Towards Online Spam Filtering in Social Networks (2012) (219)
- Real-time disease surveillance using Twitter data: demonstration on flu and cancer (2013) (213)
- ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition (2018) (211)
- JETTY: filtering snoops for reduced energy consumption in SMP servers (2001) (199)
- Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets (2018) (198)
- Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations (2017) (185)
- A predictive machine learning approach for microstructure optimization and materials design (2015) (178)
- Exploration of data science techniques to predict fatigue strength of steel from composition and processing parameters (2014) (167)
- A new scalable parallel DBSCAN algorithm using the disjoint-set data structure (2012) (166)
- Compiler-directed scratch pad memory hierarchy design and management (2002) (152)
- High-performance I/O for massively parallel computers: problems and prospects (1994) (149)
- Runtime compilation techniques for data partitioning and communication schedule reuse (1993) (148)
- Exploring Area/Delay Tradeoffs in an AES FPGA Implementation (2004) (148)
- Voice of the Customers: Mining Online Customer Reviews for Product Feature-based Ranking (2010) (142)
- Passion: Optimized I/O for Parallel Applications (1996) (139)
- An Extended Two-Phase Method for Accessing Sections of Out-of-Core Arrays (1996) (137)
- Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning (2019) (132)
- Design and evaluation of primitives for parallel I/O (1993) (130)
- A MATLAB compiler for distributed, heterogeneous, reconfigurable computing systems (2000) (129)
- Microstructural Materials Design Via Deep Adversarial Learning Methodology (2018) (129)
- Adaptive Grids for Clustering Massive Data Sets (2001) (127)
- Improving Cache Locality by a Combination of Loop and Data Transformation (1999) (120)
- PASSION: Parallel And Scalable Software for Input-Output (1994) (115)
- Improving locality using loop and data transformations in an integrated framework (1998) (113)
- Fortran 90D/HPF compiler for distributed memory MIMD computers: Design, implementation, and performance results (1993) (110)
- Precision and error analysis of MATLAB applications during automated hardware synthesis for FPGAs (2001) (107)
- Compiling Fortran 90D/HPF for Distributed Memory MIMD Computers (1994) (105)
- Deep materials informatics: Applications of deep learning in materials science (2019) (103)
- Dynamically adapting file domain partitioning methods for collective I/O based on underlying parallel file system locking protocols (2008) (100)
- Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches (2019) (99)
- Social media evolution of the Egyptian revolution (2012) (97)
- Data-driven prediction of the high-dimensional thermal history in directed energy deposition processes via recurrent neural networks (2018) (96)
- Scaling parallel I/O performance through I/O delegate and caching system (2008) (95)
- A system for synthesizing optimized FPGA hardware from Matlab(R) (2001) (92)
- Colon cancer survival prediction using ensemble data mining on SEER data (2013) (89)
- Exploiting shared scratch pad memory space in embedded multiprocessor systems (2002) (87)
- Synergistic Challenges in Data-Intensive Science and Exascale Computing: DOE ASCAC Data Subcommittee Report (2013) (85)
- Noncontiguous I/O through PVFS (2002) (84)
- Noncontiguous I/O accesses through MPI-IO (2003) (84)
- A Modified Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution (1989) (82)
- An FPGA-Based Network Intrusion Detection Architecture (2008) (81)
- Mining millions of reviews: a technique to rank products based on importance of reviews (2011) (80)
- A model and compilation strategy for out-of-core data parallel programs (1995) (80)
- All-to-all communication on meshes with wormhole routing (1994) (77)
- Enabling active storage on parallel I/O software stacks (2010) (77)
- Runtime array redistribution in HPF programs (1994) (77)
- Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs (2012) (76)
- Accurate area and delay estimators for FPGAs (2002) (76)
- Recent advances and applications of deep learning methods in materials science (2021) (75)
- Big data and extreme-scale computing (2018) (73)
- Temporal Sequence Modeling for Video Event Detection (2014) (73)
- A scalable parallel subspace clustering algorithm for massive data sets (2000) (72)
- High Performance OLAP and Data Mining on Parallel Computers (1997) (71)
- Development of a 5 year life expectancy index in older adults using predictive mining of electronic health record data. (2013) (71)
- Collective caching: application-aware client-side file caching (2005) (68)
- Runtime Support and Compilation Methods for User-Specified Irregular Data Distributions (1995) (68)
- Efficient Algorithms for Array Redistribution (1996) (67)
- Image spam hunter (2008) (67)
- Machine learning approaches for elastic localization linkages in high-contrast composite materials (2015) (66)
- SES: Sentiment Elicitation System for Social Media Data (2011) (66)
- Software-directed disk power management for scientific applications (2005) (64)
- An FPGA Implementation of Decision Tree Classification (2007) (64)
- A PARALLEL MONTE CARLO CODE FOR SIMULATING COLLISIONAL N-BODY SYSTEMS (2012) (63)
- A compiler algorithm for optimizing locality in loop nests (1997) (62)
- A lung cancer outcome calculator using ensemble data mining on SEER data (2011) (61)
- An Implementation and Evaluation of Client-Side File Caching for MPI-IO (2007) (61)
- Efficient structured data access in parallel file systems (2003) (61)
- Data Compression for the Exascale Computing Era - Survey (2014) (60)
- A Grid-based Clustering Algorithm using Adaptive Mesh Refinement (2004) (60)
- Optimal Processor Assignment for a Class of Pipelined Computations (1994) (59)
- PARSIMONY: An Infrastructure for Parallel Multidimensional Analysis and Data Mining (2001) (59)
- Predicting the Outcome of Startups: Less Failure, More Success (2016) (58)
- Exploring concentration and channel slicing in on-chip network router (2009) (56)
- A parallel scalable infrastructure for OLAP and data mining (1999) (55)
- Middleware support for many-task computing (2010) (55)
- A Linear Algebra Framework for Automatic Determination of Optimal Data Layouts (1999) (55)
- Software support for irregular and loosely synchronous problems (1992) (51)
- A matrix-based approach to the global locality optimization problem (1998) (50)
- Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach (2018) (50)
- Evaluating I/O characteristics and methods for storing structured scientific data (2006) (50)
- A Scalable Hierarchical Clustering Algorithm Using Spark (2015) (49)
- Scalable parallel OPTICS data clustering using graph algorithmic techniques (2013) (49)
- Compiler-directed scratch pad memory optimization for embedded multiprocessors (2004) (48)
- A Deep Adversarial Learning Methodology for Designing Microstructural Material Systems (2018) (48)
- SAFE-OPS: An approach to embedded software security (2005) (48)
- NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing (2014) (48)
- Uncertain Range Queries for Necklaces (2010) (48)
- An online tool for predicting fatigue strength of steel alloys based on ensemble data mining (2018) (47)
- Mining social media streams to improve public health allergy surveillance (2015) (47)
- Predictive analytics for crystalline materials: bulk modulus (2016) (47)
- Fast Neural Networks with Circulant Projections (2015) (46)
- Power protocol: reducing power dissipation on off-chip data buses (2002) (46)
- Automatic optimization of communication in compiling out-of-core stencil codes (1996) (46)
- Parallel netCDF: A Scientific High-Performance I/O Interface (2003) (46)
- Parallel Data Mining Algorithms for Association Rules and Clustering (2007) (46)
- Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection (2014) (45)
- Lessons Learned from Exploring the Backtracking Paradigm on the GPU (2011) (45)
- Double Standards: Bringing Task Parallelism to HPF Via the Message Passing Interface (1996) (45)
- Design, implementation and evaluation of parallel pipelined STAP on parallel computers (1998) (45)
- Parallel algorithms for FPGA placement (2000) (44)
- A Novel Scalable DBSCAN Algorithm with Spark (2016) (44)
- Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction (2008) (44)
- Context Aware Machine Learning Approaches for Modeling Elastic Localization in Three-Dimensional Composite Microstructures (2017) (44)
- A top-down approach to classify enzyme functional classes and sub-classes using random forest (2012) (44)
- A hyperplane based approach for optimizing spatial locality in loop nests (1998) (43)
- Forecasting Influenza Levels Using Real-Time Social Media Streams (2017) (43)
- A global communication optimization technique based on data-flow analysis and linear algebra (1999) (43)
- Graph contraction for physical optimization methods: a quality-cost tradeoff for mapping data on parallel computers (1993) (43)
- Parallel Architectures and Parallel Algorithms for Integrated Vision Systems. Ph.D. Thesis (1989) (42)
- Implementation and Evaluation of Hough Transform Algorithms on a Shared-Memory Multiprocessor (1991) (42)
- Identifying HotSpots in Lung Cancer Data Using Association Rule Mining (2011) (41)
- An experimental performance evaluation of Touchstone Delta Concurrent File System (1993) (41)
- Extracting Grain Orientations from EBSD Patterns of Polycrystalline Materials Using Convolutional Neural Networks (2018) (40)
- Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques (2014) (40)
- FPGA hardware synthesis from MATLAB (2001) (40)
- Architectural support for designing fault-tolerant open distributed systems (1992) (39)
- MTIO. A multi-threaded parallel I/O system (1997) (39)
- PACT HDL: a C compiler targeting ASICs and FPGAs with power and performance optimizations (2002) (39)
- Detecting/preventing information leakage on the memory bus due to malicious hardware (2010) (39)
- Designing and implementing high-performance media-on-demand servers (1995) (38)
- Supporting irregular distributions in FORTRAN 90D/HPF compilers (1994) (38)
- Compiler and runtime support for out-of-core HPF programs (1994) (38)
- Efficient system design space exploration using machine learning techniques (2008) (38)
- Predicting Node Failure in High Performance Computing Systems from Failure and Usage Logs (2011) (37)
- MuSES: Multilingual Sentiment Elicitation System for Social Media Data (2014) (37)
- A Library-Based Approach to Task Parallelism in a Data-Parallel Language (1997) (37)
- A case study for scientific I/O: improving the FLASH astrophysics code (2012) (37)
- Microstructure optimization with constrained design objectives using machine learning-based feedback-aware data-generation (2019) (36)
- Incorporating conditional random fields and active learning to improve sentiment identification (2014) (35)
- JobMiner: a real-time system for mining job-related patterns from social media (2013) (34)
- Detecting and Tracking Disease Outbreaks by Mining Social Media Data (2013) (34)
- Knowledge discovery and data mining in pavement inverse analysis (2013) (34)
- Scheduling regular and irregular communication patterns on the CM-5 (1992) (33)
- CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations (2018) (33)
- Changing Interaction of Compiler and Architecture (1997) (33)
- DiSC : A Distributed Single-Linkage Hierarchical Clustering Algorithm using MapReduce (2013) (33)
- A Comprehensive Approach to Image Spam Detection: From Server to Client Solution (2010) (32)
- CODESSEAL: Compiler/FPGA Approach to Secure Applications (2005) (32)
- Medical Concept Normalization for Online User-Generated Texts (2017) (32)
- An Architectural Characterization Study of Data Mining and Bioinformatics Workloads (2006) (32)
- A Scalable Distributed Stream Mining System for Highway Traffic Data (2006) (32)
- Data management for large‐scale scientific computations in high performance distributed systems (1999) (32)
- Temperature-aware test scheduling for multiprocessor systems-on-chip (2008) (32)
- Integrating Parallel File I/O and Database Support for High-Performance Scientific Data Management (2000) (31)
- A New Flexible MPI Collective I/O Implementation (2006) (31)
- Spam ain't as diverse as it seems: throttling OSN spam with templates underneath (2014) (30)
- High Performance Multidimensional Analysis and Data Mining (1998) (30)
- A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes (2019) (29)
- Supporting irregular distributions using data-parallel languages (1995) (29)
- MATCH: A MATLAB Compiler For Configurable Computing Systems (1999) (29)
- Scalable I/O and analytics (2009) (29)
- Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O (2009) (28)
- NETRA: A Hierarchical and Partitionable Architecture for Computer Vision Systems (1993) (28)
- Nu-minebench 2.0 (2005) (28)
- A Unified Framework for Optimizing Locality, Parallelism, and Communication in Out-of-Core Computations (2000) (28)
- A New Parallel Algorithm for Two-Pass Connected Component Labeling (2016) (28)
- Using MPI file caching to improve parallel write performance for large-scale scientific applications (2007) (27)
- A Layout-Conscious Iteration Space Transformation Technique (2001) (27)
- Compilation Techniques for Out-of-Core Parallel Computations (1998) (27)
- Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing (2011) (27)
- Compilation of out-of-core data parallel programs for distributed memory machines (1994) (27)
- Feedback-driven multiclass active learning for data streams (2013) (27)
- Property Prediction of Organic Donor Molecules for Photovoltaic Applications Using Extremely Randomized Trees (2019) (26)
- An Efficient Heuristic Scheme for Dynamic Remapping of Parallel Computations (1993) (26)
- Connected Component Labeling on Coarse Grain Parallel Computers: An Experimental Study (1994) (26)
- VIP-FS: a VIrtual, Parallel File System for high performance parallel and distributed computing (1995) (26)
- Cost of distributed deadlock detection: a performance study (1990) (26)
- Accelerating data mining workloads: current approaches and future challenges in system architecture design (2011) (25)
- Compiler algorithms for optimizing locality and parallelism on shared and distributed memory machines (1997) (25)
- Operating System Controlled Processor-Memory Bus Encryption (2008) (25)
- Enhancing Spatial Locality via Data Layout Optimizations (1998) (25)
- Data access reorganizations in compiling out-of-core data parallel programs on distributed memory machines (1997) (25)
- Scalable high-level caching for parallel I/O (2004) (25)
- High performance multidimensional analysis of large datasets (1998) (25)
- A Distributed Multi-Storage Resource Architecture and I/O Performance Prediction for Scientific Computing (2000) (25)
- Parallel Processing for Computer Vision and Image Understanding - Guest Editors' Introduction to the Special Issue (1992) (25)
- A reconfigurable architecture for network intrusion detection using principal component analysis (2006) (25)
- Parallel hierarchical clustering on shared memory platforms (2012) (24)
- Performance Evaluation of a Parallel Pipeline Computational Model for Space-Time Adaptive Processing (2005) (24)
- Performance Characterization of Data Mining Applications using MineBench (2006) (23)
- Graph Contraction for Mapping Data on Parallel Computers: A Quality-Cost Tradeoff (1994) (23)
- IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery (2019) (23)
- High-Performance Software Protection Using Reconfigurable Architectures (2006) (23)
- Performance evaluation and characterization of scalable data mining algorithms (2004) (23)
- A Compilation Approach for Fortran 90D/ HPF Compilers (1993) (23)
- Experimental Performance Evaluation of the CM-5 (1993) (23)
- Real-time feature extraction for high speed networks (2005) (23)
- Design and evaluation of smart disk architecture for DSS commercial workloads (2000) (23)
- Dynamic Directories: A mechanism for reducing on-chip interconnect power in multicores (2012) (22)
- Learning to Predict Crystal Plasticity at the Nanoscale: Deep Residual Networks and Size Effects in Uniaxial Compression Discrete Dislocation Simulations (2020) (22)
- User-Interest based Community Extraction in Social Networks (2012) (22)
- An Efficient FPGA Implementation of Principle Component Analysis based Network Intrusion Detection System (2008) (22)
- Evaluating voltage islands in CMPs under process variations (2007) (22)
- Machine Learning Models to Predict Performance of Computer System Design Alternatives (2008) (21)
- Efficient pairwise statistical significance estimation for local sequence alignment using GPU (2011) (21)
- Materials discovery: Understanding polycrystals from large-scale electron patterns (2016) (21)
- Design and evaluation of a parallel HOP clustering algorithm for cosmological simulation (2003) (21)
- Cooperative Write-Behind Data Buffering for MPI I/O (2005) (21)
- Application of Statistical and Machine Learning Techniques for Correlating Properties to Composition and Manufacturing Processes of Steels (2013) (21)
- Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach (2009) (20)
- Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power (2012) (20)
- The design of VIP-FS: a virtual, parallel file system for high performance parallel and distributed computing (1995) (20)
- DAChe: Direct Access Cache System for Parallel I/O (2005) (20)
- Association Rule Mining Based HotSpot Analysis on SEER Lung Cancer Data (2011) (20)
- Techniques for Scheduling I/O in a High Performance Multimedia-on-Demand Server (1995) (20)
- Design and evaluation of data access strategies in a high performance multimedia-on-demand server (1995) (20)
- Combining I/O operations for multiple array variables in parallel netCDF (2009) (20)
- APRIL: A Run-Time Library for Tape-Resident Data (2000) (19)
- Design and Evaluation of Distributed Smart Disk Architecture for I/O-Intensive Workloads (2003) (19)
- Improving the performance of out-of-core computations (1997) (19)
- Mining diabetes complication and treatment patterns for clinical decision support (2013) (19)
- A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures (2013) (19)
- I/O analysis and optimization for an AMR cosmology application (2002) (19)
- A graph based framework to detect optimal memory layouts for improving data locality (1999) (18)
- Efficient Parallel Classification Using Dimensional Aggregates (1999) (18)
- A Matrix-Based Approach to Global Locality Optimization (1999) (18)
- Discovery of extreme events-related communities in contrasting groups of physical system networks (2012) (18)
- High Performance Data Mining Using R on Heterogeneous Platforms (2011) (18)
- MPIPairwiseStatSig: parallel pairwise statistical significance estimation of local sequence alignment (2010) (18)
- Flexible software protection using hardware/software codesign techniques (2004) (18)
- Temperature-aware test scheduling for multiprocessor systems-on-chip (2008) (17)
- A probabilistic graphical model for brand reputation assessment in social networks (2013) (17)
- Scalable Design and Implementations for MPI Parallel Overlapping I/O (2006) (17)
- A framework for interprocedural locality optimization using both loop and data layout transformations (1999) (17)
- Delegation-Based I/O Mechanism for High Performance Computing Systems (2012) (17)
- An evaluation of design trade-offs in a high-performance, media-on-demand server (1997) (17)
- Exposing disk layout to compiler for reducing energy consumption of parallel disk based systems (2005) (17)
- Quantifying and coping with parametric variations in 3D-stacked microarchitectures (2010) (17)
- Model of Computation (1990) (17)
- An integer linear programming approach for optimizing cache locality (1999) (17)
- IOPin: Runtime Profiling of Parallel I/O in HPC Systems (2012) (17)
- Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce (2015) (17)
- Optimizing inter-nest data locality (2002) (17)
- Match virtual machine: an adaptive runtime system to execute MATLAB in parallel (2000) (17)
- Unified compilation of Fortran 77D and 90D (1993) (17)
- Enabling deeper learning on big data for materials informatics applications (2021) (17)
- An efficient uniform run-time scheme for mixed regular-irregular applications (1998) (16)
- Correction to "A Modified Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution" (1989) (16)
- Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication (2017) (16)
- Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates (2016) (16)
- Parallel Algorithms for Clustering High-Dimensional Large-Scale Datasets (2001) (16)
- Automated synthesis of pipelined designs on FPGAs for signal and image processing applications described in MATLAB (2001) (15)
- PASSION Runtime Library for the Intel Paragon (1995) (15)
- A Fatigue Strength Predictor for Steels Using Ensemble Data Mining: Steel Fatigue Strength Predictor (2016) (15)
- High-performance on-line analytical processing and data mining on parallel computers (1999) (15)
- Microarchitectures for Managing Chip Revenues under Process Variations (2007) (15)
- Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening (2019) (15)
- Survivability prediction of colon cancer patients using neural networks (2019) (15)
- Parallel pairwise statistical significance estimation of local sequence alignment using Message Passing Interface library (2011) (15)
- Enhancing Compiler Techniques for Memory Energy Optimizations (2002) (15)
- DPFS: a distributed parallel file system (2001) (15)
- Noncontiguous locking techniques for parallel file systems (2007) (15)
- Minimizing data and synchronization costs in one-way communication (1998) (15)
- Noncontiguous access through MPI-IO (2003) (15)
- High Utility Itemsets Mining (2010) (15)
- Exploring I/O Strategies for Parallel Sequence-Search Tools with S3aSim (2006) (15)
- Optimizing Data Mining Workloads using Hardware Accelerators (2007) (14)
- Elver: Recommending Facebook pages in cold start situation without content features (2013) (14)
- Evaluating the effects of cache redundancy on profit (2008) (14)
- Cashing in on hints for better prefetching and caching in PVFS and MPI-IO (2010) (14)
- Compiler-Directed Energy Optimization for Parallel Disk Based Systems (2007) (14)
- Mitigating the Effects of Process Variations : Architectural Approaches for Improving Batch Performance (2007) (14)
- Real-Time Digital Flu Surveillance using Twitter Data (2013) (14)
- Static and Dynamic Locality Optimizations Using Integer Linear Programming (2001) (14)
- An integrated approach to reducing power dissipation in memory hierarchies (2002) (14)
- High-performance scientific data management system (2003) (14)
- A nonnegative sparsity induced similarity measure with application to cluster analysis of spam images (2010) (14)
- Efficient Pairwise Statistical Significance Estimation using FPGAs (2010) (14)
- Achievements and challenges for I/O in computational science (2005) (13)
- Language and Compiler Support for Parallel I/O (1994) (13)
- Design and implementation of a parallel I/O runtime system for irregular applications (2002) (13)
- Social Role Identification via Dual Uncertainty Minimization Regularization (2014) (13)
- Implementation and evaluation of prefetching in the Intel Paragon parallel file system (1996) (13)
- A system-level synthesis algorithm with guaranteed solution quality (2000) (13)
- COMPASSION: A Parallel I/O Runtime System Including Chunking and Compression for Irregular Applications (1998) (13)
- Performance implications of architectural and software techniques on I/O-intensive applications (1998) (13)
- Exploiting Inter-File Access Patterns Using Multi-Collective I/O (2002) (13)
- A novel application development environment for large-scale scientific computations (2000) (13)
- Analyzing the impact of on-chip network traffic on program phases for CMPs (2009) (13)
- The Impact of Dynamic Directories on Multicore Interconnects (2013) (12)
- Reducing I/O variability using dynamic I/O path characterization in petascale storage systems (2017) (12)
- Parallelization of MATLAB Applications for a Multi-FPGA System (2001) (12)
- Multicollective I/O: A technique for exploiting inter-file access patterns (2006) (12)
- Communication strategies for out-of-core programs on distributed memory machines (1995) (12)
- High performance data mining using data cubes on parallel computers (1998) (12)
- Design and Evaluation of a Smart Disk Cluster for DSS Commercial Workloads (2001) (12)
- An I/O-Conscious Tiling Strategy for Disk-Resident Data Sets (2002) (12)
- Processor-embedded distributed smart disks for I/O-intensive workloads: architectures, performance models and evaluation (2004) (12)
- A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining (2016) (12)
- A new hybrid technique for modeling dense star clusters (2015) (12)
- A Scalable Message Passing Interface Implementation of an Ad-Hoc Parallel I/o system (2010) (12)
- Mining Online Customer Reviews for Ranking Products (2009) (12)
- Poster: A lung cancer mortality risk calculator based on SEER data (2011) (12)
- Design and implementation of a scalable parallel system for multidimensional analysis and OLAP (1999) (11)
- Compiler optimizations for I/O-intensive computations (1999) (11)
- A Parallel Processing Architecture for an Integrated Vision System (1988) (11)
- Reducing energy consumption of queries in memory-resident database systems (2004) (11)
- Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues (2018) (11)
- Parallelization of Irregular Out-of-Core Applications for Distributed-Memory Systems (1997) (11)
- Cooperative Client-Side File Caching for MPI Applications (2007) (11)
- Data Sampling Schemes for Microstructure Design with Vibrational Tuning Constraints (2018) (11)
- Automated Tracing of I/O Stack (2010) (11)
- Improving MPI Independent Write Performance Using A Two-Stage Write-Behind Buffering Method (2007) (11)
- On active learning in hierarchical classification (2012) (11)
- Interactive presentation: An FPGA implementation of decision tree classification (2007) (11)
- Poster: online spam filtering in social networks (2011) (11)
- FANGS: high speed sequence mapping for next generation sequencers (2010) (11)
- Parallel implementation and evaluation of a motion estimation system algorithm using several data decomposition strategies (1992) (11)
- Compilation and Communication Strategies for Out-of-Core Programs on Distributed Memory Machines (1996) (11)
- Compiling HPF for Distributed Memory MIMD Computers (1994) (11)
- A reconfigurable and hierarchical parallel processing architecture: performance results for stereo vision (1990) (11)
- Common runtime support for high-performance parallel languages parallel compiler runtime consortium (1993) (11)
- An algorithm for synthesis of large time-constrained heterogeneous adaptive systems (2001) (11)
- Strategies for improving data locality in embedded applications (2002) (11)
- Design and Implementation of an FPGA Architecture for High-Speed Network Feature Extraction (2007) (10)
- Detailed analysis of I/O traces for large scale applications (2009) (10)
- Embedding data mappers with distributed memory machine compilers (1993) (10)
- Evaluation of application-aware heterogeneous embedded systems for performance and energy consumption (2003) (10)
- Bootstrapping active name disambiguation with crowdsourcing (2013) (10)
- Mapping realistic data sets on parallel computers (1993) (10)
- Parallel data cube construction for high performance on-line analytical processing (1997) (10)
- Time dependent priority scheduling for guaranteed QoS systems (1997) (10)
- Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time (2019) (10)
- A unified compiler algorithm for optimizing locality, parallelism and communication in out-of-core computations (1997) (10)
- Scalable Approaches for Supporting MPI-IO Atomicity (2006) (10)
- On reducing false sharing while improving locality on shared memory multiprocessors (1999) (10)
- Parallel I/O Systems - Guest Editor's Introduction (1993) (10)
- A Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution (1987) (10)
- Compilation for Distributed Memory Architectures (2002) (10)
- Community Dynamics and Analysis of Decadal Trends in Climate Data (2011) (10)
- A flexible I/O arbitration framework for netCDF‐based big data processing workflows on high‐end supercomputers (2017) (10)
- Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics (2019) (10)
- High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic (2009) (10)
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- DataSampling Schemes forMicrostructureDesignwithVibrational Tuning Constraints (2018) (0)
- Automatic parallelization and optimizations for synthesizing matlab programs on multi-fpga systems (2001) (0)
- Techniques for improving performance in continuous media servers (1998) (0)
- Evolvable Approaches to Software Verification and Validation (2009) (0)
- Run-Time Library for Parallel I/O for Irregular Applications**This work was supported in part by Sandia National Labs award AV-6193 under the ASCI program, and in part by NSF Young Investigator Award CCR-9357840 and NSF CCR-9509143. (1998) (0)
- FPGA architecture for pairwise statistical significance estimation (2013) (0)
- Sensitive and Specific Identification of Protein Complexes in "Perturbed" Protein Interaction Networks from Noisy Pull-Down Data (2011) (0)
- Parallel architecture for an integrated vision system (1988) (0)
- Cache System for Parallel I / O (2005) (0)
- MPI Atomicity and Concurrent Overlapping I/O (2006) (0)
- Damsel: A Data Model Storage Library for Exascale Science (2014) (0)
- Fortran 90 D Intrinsic Functions onDistributed Memory Machines : Implementation and ScalabilityIshfaq (1992) (0)
- An integrated graphical user interface for high performance distributed computing (2001) (0)
- Inter-Cluster Communication In NETRA (1990) (0)
- Load Balancing and Scheduling Techniques (1990) (0)
- Dynamic allocation and replication techniques for increasing the stream capacity of a media server (1996) (0)
- On the Integration of Computer Architecture and Parallel Programming Tools into Computer Curricula (1999) (0)
- Experiments with Data Layouts (1997) (0)
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