Works (33)

Updated: January 31st, 2024 05:00

2023 article

Evaluating Asynchronous Parallel I/O on HPC Systems

2023 IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM, IPDPS, pp. 211โ€“221.

By: J. Ravi n, S. Byna*, Q. Koziol*, H. Tangโ€‰* & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Performance Evaluation; Modeling; Asynchronous; I/O; Parallel I/O
Source: Web Of Science
Added: September 5, 2023

2023 article

GPU-Accelerated Error-Bounded Compression Framework for Quantum Circuit Simulations

2023 IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM, IPDPS, pp. 757โ€“767.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: compression; quantum computing; GPU
Source: Web Of Science
Added: September 5, 2023

2023 article

Lightweight Huffman Coding for Efficient GPU Compression

PROCEEDINGS OF THE 37TH INTERNATIONAL CONFERENCE ON SUPERCOMPUTING, ACM ICS 2023, pp. 99โ€“110.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: compression; Huffman coding; GPU
Source: Web Of Science
Added: January 29, 2024

2023 article

Runway: In-transit Data Compression on Heterogeneous HPC Systems

2023 IEEE/ACM 23RD INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING, CCGRID, pp. 229โ€“239.

By: J. Ravi n, S. Bynaโ€‰* & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Object Data Management; In-transit Computation; Heterogeneous Resources
Source: Web Of Science
Added: August 21, 2023

2023 article

Runway: In-transit Data Compression on Heterogeneous HPC Systems

2023 IEEE/ACM 23RD INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING WORKSHOPS, CCGRIDW, pp. 340โ€“342.

By: J. Ravi n, S. Bynaโ€‰* & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Object Data Management; In-transit Computation; Heterogeneous Resources
Source: Web Of Science
Added: September 18, 2023

2022 article

A GPU-accelerated Data Transformation Framework Rooted in Pushdown Transducers

2022 IEEE 29TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS, HIPC, pp. 215โ€“225.

By: T. Nguyen n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Finite state transducers; Pushdown transducers; Data transformation; GPU acceleration
Source: Web Of Science
Added: June 12, 2023

2022 article

Accelerating Random Forest Classification on GPU and FPGA

51ST INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING, ICPP 2022.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: random forest classification; GPU; FPGA
Source: Web Of Science
Added: October 30, 2023

2021 article

Exploring Thread Coarsening on FPGA

2021 IEEE 28TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS (HIPC 2021), pp. 436โ€“441.

By: M. Zarchโ€‰ n, R. Neff n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: OpenCL; FPGA; high-level synthesis; compiler techniques; thread-coarsening; performance optimization
Source: Web Of Science
Added: May 2, 2022

2021 article

PILOT: a Runtime System to Manage Multi-tenant GPU Unified Memory Footprint

2021 IEEE 28TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS (HIPC 2021), pp. 442โ€“447.

By: J. Ravi n, T. Nguyen n, H. Zhou nโ€‰ & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Web Of Science, ORCID
Added: May 2, 2022

2020 article

A Loop-aware Autotuner for High-Precision Floating-point Applications

2020 IEEE INTERNATIONAL SYMPOSIUM ON PERFORMANCE ANALYSIS OF SYSTEMS AND SOFTWARE (ISPASS), pp. 285โ€“295.

By: R. Gu n, P. Beata n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: autotuner; mixed-precision; floating-point
Source: Web Of Science
Added: May 24, 2021

2020 article

Evaluating Thread Coarsening and Low-cost Synchronization on Intel Xeon Phi

2020 IEEE 34TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM IPDPS 2020, pp. 1018โ€“1029.

By: H. Wu n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: SIMT; manycore processors; Intel Xeon Phi; thread coarsening; synchronization
Source: Web Of Science
Added: June 10, 2021

2020 article

GPU-Based Static Data-Flow Analysis for Fast and Scalable Android App Vetting

2020 IEEE 34TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM IPDPS 2020, pp. 274โ€“284.

By: X. Yuโ€‰*, F. Wei*, X. Ou*, M. Becchi n, T. Bicerโ€‰* & D. Yaoโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: GPU; static program analysis; data-flow analysis; Android security; mobile application vetting; worklist algorithm; application-specific optimization
Source: Web Of Science
Added: June 10, 2021

2020 article

GPU-FPtuner: Mixed-precision Auto-tuning for Floating-point Applications on GPU

2020 IEEE 27TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS (HIPC 2020), pp. 294โ€“304.

By: R. Gu n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: GPU; floating-point arithmetic; mixed-precision arithmetic; accuracy; performance; autotuning
Source: Web Of Science
Added: August 2, 2021

2020 article

Optimizing Complex OpenCL Code for FPGA: A Case Study on Finite Automata Traversal

2020 IEEE 26TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS), pp. 518โ€“527.

By: M. Nourian n, M. Zarchโ€‰ n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: OpenCL; FPGA; high-level synthesis; automata processing; NFA; performance optimization
Source: Web Of Science
Added: July 19, 2021

2019 article

A Comparative Study of Parallel Programming Frameworks for Distributed GPU Applications

CF '19 - PROCEEDINGS OF THE 16TH ACM INTERNATIONAL CONFERENCE ON COMPUTING FRONTIERS, pp. 268โ€“273.

By: R. Gu n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Parallel computing; Distributed applications; Homogeneous cluster
Source: Web Of Science
Added: July 29, 2019

2019 article

Editorial: Special Issue on Computing Frontiers

Palumbo, F., & Becchi, M. (2019, March). JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, Vol. 91, pp. 273โ€“273.

By: F. Palumboโ€‰* & M. Becchi n

co-author countries: Italy ๐Ÿ‡ฎ๐Ÿ‡น United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: Web Of Science
Added: March 18, 2019

2019 journal article

Evaluating High Performance Pattern Matching on the Automata Processor

IEEE TRANSACTIONS ON COMPUTERS, 68(8), 1201โ€“1212.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Finite automata; regular expressions; automata processor; FPGAs; intrusion detection; protein motifs
Source: Web Of Science
Added: July 29, 2019

2018 article

A Compiler Framework for Fixed-topology Non-deterministic Finite Automata on SIMD Platforms

2018 IEEE 24TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS 2018), pp. 507โ€“516.

By: M. Nourian, H. Wu & M. Becchi

author keywords: Automata Processing; NFAs; SIMD; GPUs; Intel Xeon Phi platforms
Source: Web Of Science
Added: April 22, 2019

2018 article

Compiling SIMT Programs on Multi- and Many-core Processors with Wide Vector Units: A Case Study with CUDA

2018 IEEE 25TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING (HIPC), pp. 123โ€“132.

By: H. Wu n, J. Ravi n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Xeon Phi; hybrid MIMD/SIMD systems; CUDA; SIMT; vectorization
Source: Web Of Science
Added: June 17, 2019

2017 journal article

A Principled Approach to Secure Multi-core Processor Design with ReWire

ACM Transactions on Embedded Computing Systems, 16(2), 1โ€“25.

By: A. Procter*, W. Harrisonโ€‰*, I. Graves*, M. Becchi* & G. Allwein*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Equational reasoning; monads; hardware security; reconfigurable computing
Source: Crossref
Added: July 20, 2019

2017 article

An Analytical Study of Recursive Tree Traversal Patterns on Multi- and Many-core Platforms

2017 IEEE 23RD INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS), pp. 586โ€“595.

By: H. Wu n & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: recursive tree traversal; many-core processors; parallelism; GPU
Source: Web Of Science
Added: November 19, 2018

2017 conference paper

Understanding the performance-accuracy tradeoffs of floating-point arithmetic on GPUs

Proceedings of the 2017 ieee international symposium on workload characterization (iiswc), 207โ€“218.

By: S. Surineni*, R. Gu n, H. Nguyen* & M. Becchi n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Picking Pesky Parameters: Optimizing Regular Expression Matching in Practice

IEEE Transactions on Parallel and Distributed Systems, 27(5), 1430โ€“1442.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Network security; deep packet inspection; deterministic finite automaton; non-deterministic finite automaton; regular expressions; design space exploration
Source: Crossref
Added: July 20, 2019

2015 chapter

Hardware Synthesis from Functional Embedded Domain-Specific Languages: A Case Study in Regular Expression Compilation

In Lecture Notes in Computer Science (pp. 41โ€“52).

By: I. Graves*, A. Procter*, W. Harrisonโ€‰*, M. Becchi* & G. Allwein*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: Crossref
Added: February 24, 2020

2014 journal article

Large-Scale Pairwise Alignments on GPU Clusters: Exploring the Implementation Space

Journal of Signal Processing Systems, 77(1-2), 131โ€“149.

By: H. Truong*, D. Liโ€‰*, K. Sajjapongse*, G. Conant*โ€‰ & M. Becchi*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ

Contributors: H. Truong*, D. Liโ€‰*, K. Sajjapongse*, G. Conant*โ€‰ & M. Becchi*

author keywords: Heterogeneous system; Sequence alignment; GPU
Sources: Crossref, ORCID
Added: July 20, 2019

2014 journal article

Revisiting State Blow-Up: Automatically Building Augmented-FA While Preserving Functional Equivalence

IEEE Journal on Selected Areas in Communications, 32(10), 1822โ€“1833.

By: X. Yuโ€‰*, B. Linโ€‰* & M. Becchi*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Deep packet inspection; finite automata; regular expression matching
Source: Crossref
Added: July 20, 2019

2013 journal article

A-DFA

ACM Transactions on Architecture and Code Optimization, 10(1), 1โ€“26.

By: M. Becchi* & P. Crowleyโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Algorithms; Design; Performance; Security; Deep packet inspection; regular expressions; deterministic finite automata; memory compression
Source: Crossref
Added: July 20, 2019

2013 journal article

Diet Alters Both the Structure and Taxonomy of the Ovine Gut Microbial Ecosystem

DNA Research, 21(2), 115โ€“125.

By: M. Ellisonโ€‰*, G. Conant*โ€‰, R. Cockrumโ€‰*, K. Austin*, H. Truong*, M. Becchi*, W. Lambersonโ€‰*, K. Cammack*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ

Contributors: M. Ellisonโ€‰*, G. Conant*โ€‰, R. Cockrumโ€‰*, K. Austin*, H. Truong*, M. Becchi*, W. Lambersonโ€‰*, K. Cammack*

author keywords: Ovis aries; microbiome; 16S subunit
MeSH headings : Animals; Bacteria / classification; Bacteria / genetics; DNA, Ribosomal / genetics; Diet; Ecosystem; Metagenome; Rumen / microbiology; Sequence Analysis, DNA; Sheep / microbiology
Sources: Crossref, ORCID
Added: July 20, 2019

2013 chapter

Efficient GPU Implementation of the Integral Histogram

In Computer Vision - ACCV 2012 Workshops (pp. 266โ€“278).

By: M. Poostchi*, K. Palaniappanโ€‰*, F. Bunyak*, M. Becchi* & G. Seetharaman*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: Crossref
Added: August 28, 2020

2013 journal article

Scheduling concurrent applications on a cluster of CPUโ€“GPU nodes

Future Generation Computer Systems, 29(8), 2262โ€“2271.

By: V. Ravi*, M. Becchi*, W. Jiangโ€‰*, G. Agrawal* & S. Chakradhar

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Scheduling; CPU-GPU systems
Source: Crossref
Added: July 20, 2019

2012 journal article

A Massively Parallel, Energy Efficient Programmable Accelerator for Learning and Classification

ACM Transactions on Architecture and Code Optimization, 9(1), 1โ€“30.

By: A. Majumdar, S. Cadambi, M. Becchi*, S. Chakradhar & H. Graf

author keywords: Design; Performance; Accelerator-based computing; parallel computing; heterogeneous computing; machine learning; architecture
Source: Crossref
Added: July 20, 2019

2012 journal article

Accelerating large-scale protein structure alignments with graphics processing units

BMC Research Notes, 5(1), 116.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
MeSH headings : Algorithms; Computational Biology / methods; Computer Graphics; Databases, Protein; Proteins / chemistry; Sequence Alignment; Software; Structural Homology, Protein
Source: Crossref
Added: July 20, 2019

2008 journal article

Dynamic Thread Assignment on Heterogeneous Multiprocessor Architectures

The Journal of Instruction-Level Parallelism (JILP), 10.

By: M. Becchi & P. Crowley

Source: NC State University Libraries
Added: July 28, 2019

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