Michela Becchi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 46

Top Topics

Deterministic Finite Automata

Pattern Matching

Top Venues

Publications

Reece Neff, Mostafa Eghbali Zarch, Marco Minutoli, Mahantesh Halappanavar, Antonino Tumeo, Ananth Kalyanaraman, Michela Becchi
FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale Systems. ICS (2024)
S. M. Ferdous, Reece Neff, Bo Peng, Salman Shuvo, Marco Minutoli, Sayak Mukherjee, Karol Kowalski, Michela Becchi, Mahantesh Halappanavar
\texttt{Picasso}: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing. CoRR (2024)
S. M. Ferdous, Reece Neff, Bo Peng, Salman Shuvo, Marco Minutoli, Sayak Mukherjee, Karol Kowalski, Michela Becchi, Mahantesh Halappanavar
Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing. IPDPS (2024)
Tri Nguyen, Md Hasanur Rahman, Sheng Di, Michela Becchi
Significantly Improving Fixed-Ratio Compression Framework for Resource-limited Applications. ICPP (2024)
John Ravi, Suren Byna, Michela Becchi
Runway: In-transit Data Compression on Heterogeneous HPC Systems. CCGridW (2023)
Reece Neff, Mostafa Eghbali Zarch, Marco Minutoli, Mahantesh Halappanavar, Antonino Tumeo, Ananth Kalyanaraman, Michela Becchi
Fused Breadth-First Probabilistic Traversals on Distributed GPU Systems. CoRR (2023)
John Ravi, Suren Byna, Quincey Koziol, Houjun Tang, Michela Becchi
Evaluating Asynchronous Parallel I/O on HPC Systems. IPDPS (2023)
Reece Neff, Marco Minutoli, Antonino Tumeo, Michela Becchi
High-Level Synthesis of Irregular Applications: A Case Study on Influence Maximization. CF (2023)
Milan Shah, Xiaodong Yu, Sheng Di, Michela Becchi, Franck Cappello
Lightweight Huffman Coding for Efficient GPU Compression. ICS (2023)
John Ravi, Suren Byna, Michela Becchi
Runway: In-transit Data Compression on Heterogeneous HPC Systems. CCGrid (2023)
Mostafa Eghbali Zarch, Michela Becchi
A Code Transformation to Improve the Efficiency of OpenCL Code on FPGA through Pipes. CF (2023)
Milan Shah, Xiaodong Yu, Sheng Di, Danylo Lykov, Yuri Alexeev, Michela Becchi, Franck Cappello
GPU-Accelerated Error-Bounded Compression Framework for Quantum Circuit Simulations. IPDPS (2023)
Milan Shah, Reece Neff, Hancheng Wu, Marco Minutoli, Antonino Tumeo, Michela Becchi
Accelerating Random Forest Classification on GPU and FPGA. ICPP (2022)
Tri Nguyen, Michela Becchi
A GPU-accelerated Data Transformation Framework Rooted in Pushdown Transducers. HIPC (2022)
Mostafa Eghbali Zarch, Michela Becchi
Enabling The Feed-Forward Design Model in OpenCL Using Pipes. CoRR (2022)
Marziyeh Nourian, Tri Nguyen, Andrew A. Chien, Michela Becchi
Data Transformation Acceleration using Deterministic Finite-State Transducers. Big Data (2022)
Mostafa Eghbali Zarch, Reece Neff, Michela Becchi
Exploring Thread Coarsening on FPGA. CoRR (2022)
John Ravi, Tri Nguyen, Huiyang Zhou, Michela Becchi
PILOT: a Runtime System to Manage Multi-tenant GPU Unified Memory Footprint. HiPC (2021)
Mostafa Eghbali Zarch, Reece Neff, Michela Becchi
Exploring Thread Coarsening on FPGA. HiPC (2021)
Xiaodong Yu, Fengguo Wei, Xinming Ou, Michela Becchi, Tekin Bicer, Danfeng Daphne Yao
GPU-Based Static Data-Flow Analysis for Fast and Scalable Android App Vetting. IPDPS (2020)
Marziyeh Nourian, Mostafa Eghbali Zarch, Michela Becchi
Optimizing Complex OpenCL Code for FPGA: A Case Study on Finite Automata Traversal. ICPADS (2020)
Ruidong Gu, Paul Beata, Michela Becchi
A Loop-Aware Autotuner for High-Precision Floating-Point Applications. ISPASS (2020)
Hancheng Wu, Michela Becchi
Evaluating Thread Coarsening and Low-cost Synchronization on Intel Xeon Phi. IPDPS (2020)
Ruidong Gu, Michela Becchi
GPU-FPtuner: Mixed-precision Auto-tuning for Floating-point Applications on GPU. HiPC (2020)
Ahmet Can Mert, Emre Karabulut, Erdinç Öztürk, Erkay Savas, Michela Becchi, Aydin Aysu
A Flexible and Scalable NTT Hardware : Applications from Homomorphically Encrypted Deep Learning to Post-Quantum Cryptography. DATE (2020)
Indranil Roy, Ankit Srivastava, Matt Grimm, Marziyeh Nourian, Michela Becchi, Srinivas Aluru
Evaluating High Performance Pattern Matching on the Automata Processor. IEEE Trans. Computers 68 (8) (2019)
Francesca Palumbo, Michela Becchi
Editorial: Special Issue on Computing Frontiers. J. Signal Process. Syst. 91 (3-4) (2019)
Ruidong Gu, Paul Beata, Michela Becchi
Characterizing the Performance/Accuracy Tradeoff of High-Precision Applications via Auto-tuning. IISWC (2019)
Ruidong Gu, Michela Becchi
A comparative study of parallel programming frameworks for distributed GPU applications. CF (2019)
Marziyeh Nourian, Hancheng Wu, Michela Becchi
A Compiler Framework for Fixed-Topology Non-Deterministic Finite Automata on SIMD Platforms. ICPADS (2018)
Hancheng Wu, John Ravi, Michela Becchi
Compiling SIMT Programs on Multi- and Many-Core Processors with Wide Vector Units: A Case Study with CUDA. HiPC (2018)
Mahdieh Poostchi, Kannappan Palaniappan, Da Li, Michela Becchi, Filiz Bunyak, Guna Seetharaman
Fast Integral Histogram Computations on GPU for Real-Time Video Analytics. CoRR (2017)
Marziyeh Nourian, Xiang Wang, Xiaodong Yu, Wu-chun Feng, Michela Becchi
Demystifying automata processing: GPUs, FPGAs or Micron's AP? ICS (2017)
Adam M. Procter, William L. Harrison, Ian Graves, Michela Becchi, Gerard Allwein
A Principled Approach to Secure Multi-core Processor Design with ReWire. ACM Trans. Embed. Comput. Syst. 16 (2) (2017)
Hancheng Wu, Michela Becchi
An Analytical Study of Recursive Tree Traversal Patterns on Multi- and Many-Core Platforms. ICPADS (2017)
Andrew Todd, Marziyeh Nourian, Michela Becchi
A Memory-Efficient GPU Method for Hamming and Levenshtein Distance Similarity. HiPC (2017)
Sruthikesh Surineni, Ruidong Gu, Huyen Nguyen, Michela Becchi
Understanding the performance-accuracy tradeoffs of floating-point arithmetic on GPUs. IISWC (2017)
Hancheng Wu, Da Li, Michela Becchi
Compiler-Assisted Workload Consolidation For Efficient Dynamic Parallelism on GPU. CoRR (2016)
Xinming Chen, Brandon Jones, Michela Becchi, Tilman Wolf
Picking Pesky Parameters: Optimizing Regular Expression Matching in Practice. IEEE Trans. Parallel Distributed Syst. 27 (5) (2016)
Kittisak Sajjapongse, Ruidong Gu, Michela Becchi
IVM: a task-based shared memory programming model and runtime system to enable uniform access to CPU-GPU clusters. Conf. Computing Frontiers (2016)
Da Li, Xinbo Chen, Michela Becchi, Ziliang Zong
Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs. BDCloud-SocialCom-SustainCom (2016)
Hancheng Wu, Da Li, Michela Becchi
Compiler-Assisted Workload Consolidation for Efficient Dynamic Parallelism on GPU. IPDPS (2016)
Andrew Todd, Huan Truong, Justin Deters, John Long, Gavin C. Conant, Michela Becchi
Parallel Gene Upstream Comparison via Multi-Level Hash Tables on GPU. ICPADS (2016)
Indranil Roy, Ankit Srivastava, Marziyeh Nourian, Michela Becchi, Srinivas Aluru
High Performance Pattern Matching Using the Automata Processor. IPDPS (2016)
William L. Harrison, Ian Graves, Adam M. Procter, Michela Becchi, Gerard Allwein
A programming model for reconfigurable computing based in functional concurrency. ReCoSoC (2016)
Xiaodong Yu, Wu-chun Feng, Danfeng (Daphne) Yao, Michela Becchi
O3FA: A Scalable Finite Automata-based Pattern-Matching Engine for Out-of-Order Deep Packet Inspection. ANCS (2016)
Da Li, Hancheng Wu, Michela Becchi
Exploiting Dynamic Parallelism to Efficiently Support Irregular Nested Loops on GPUs. COSMIC@CGO (2015)
Da Li, Hancheng Wu, Michela Becchi
Nested Parallelism on GPU: Exploring Parallelization Templates for Irregular Loops and Recursive Computations. ICPP (2015)
Michael Butler, Kittisak Sajjapongse, Michela Becchi
Improving Application Concurrency on GPUs by Managing Implicit and Explicit Synchronizations. ICPADS (2015)
Adam M. Procter, William L. Harrison, Ian Graves, Michela Becchi, Gerard Allwein
Semantics Driven Hardware Design, Implementation, and Verification with ReWire. LCTES (2015)
Yuanwei Fang, Tung Thanh Hoang, Michela Becchi, Andrew A. Chien
Fast support for unstructured data processing: the unified automata processor. MICRO (2015)
Michela Becchi, Anat Bremler-Barr, David Hay, Omer Kochba, Yaron Koral
Accelerating regular expression matching over compressed HTTP. INFOCOM (2015)
Ian Graves, Adam M. Procter, William L. Harrison, Michela Becchi, Gerard Allwein
Hardware Synthesis from Functional Embedded Domain-Specific Languages: A Case Study in Regular Expression Compilation. ARC (2015)
Huan Truong, Da Li, Kittisak Sajjapongse, Gavin C. Conant, Michela Becchi
Large-Scale Pairwise Alignments on GPU Clusters: Exploring the Implementation Space. J. Signal Process. Syst. 77 (1-2) (2014)
Kittisak Sajjapongse, Tejaswi Agarwal, Michela Becchi
A flexible scheduling framework for heterogeneous CPU-GPU clusters. HiPC (2014)
Da Li, Srimat T. Chakradhar, Michela Becchi
GRapid: A compilation and runtime framework for rapid prototyping of graph applications on many-core processors. ICPADS (2014)
Xiaodong Yu, Bill Lin, Michela Becchi
Revisiting State Blow-Up: Automatically Building Augmented-FA While Preserving Functional Equivalence. IEEE J. Sel. Areas Commun. 32 (10) (2014)
Tejaswi Agarwal, Michela Becchi
Design of a hybrid MPI-CUDA benchmark suite for CPU-GPU clusters. PACT (2014)
Xinming Chen, Brandon Jones, Michela Becchi, Tilman Wolf
Picking pesky parameters: Optimizing regular expression matching in practice. ANCS (2013)
Michela Becchi, Patrick Crowley
A-DFA: A Time- and Space-Efficient DFA Compression Algorithm for Fast Regular Expression Evaluation. ACM Trans. Archit. Code Optim. 10 (1) (2013)
Vignesh T. Ravi, Michela Becchi, Wei Jiang, Gagan Agrawal, Srimat T. Chakradhar
Scheduling concurrent applications on a cluster of CPU-GPU nodes. Future Gener. Comput. Syst. 29 (8) (2013)
Da Li, Kittisak Sajjapongse, Huan Truong, Gavin C. Conant, Michela Becchi
A distributed CPU-GPU framework for pairwise alignments on large-scale sequence datasets. ASAP (2013)
Da Li, Michela Becchi
Deploying Graph Algorithms on GPUs: An Adaptive Solution. IPDPS (2013)
Adam M. Procter, William L. Harrison, Ian Graves, Michela Becchi, Gerard Allwein
Semantics-directed machine architecture in ReWire. FPT (2013)
Kittisak Sajjapongse, Xiang Wang, Michela Becchi
A preemption-based runtime to efficiently schedule multi-process applications on heterogeneous clusters with GPUs. HPDC (2013)
Xiaodong Yu, Michela Becchi
GPU acceleration of regular expression matching for large datasets: exploring the implementation space. Conf. Computing Frontiers (2013)
Xiaodong Yu, Michela Becchi
Exploring different automata representations for efficient regular expression matching on GPUs. PPOPP (2013)
Chris Hathhorn, Michela Becchi, William L. Harrison, Adam M. Procter
Formal Semantics of Heterogeneous CUDA-C: A Modular Approach with Applications SSV (2012)
Da Li, Michela Becchi
Poster: Multiple Pairwise Sequence Alignments with the Needleman-Wunsch Algorithm on GPU. SC Companion (2012)
Da Li, Michela Becchi
Abstract: Multiple Pairwise Sequence Alignments with the Needleman-Wunsch Algorithm on GPU. SC Companion (2012)
Abhinandan Majumdar, Srihari Cadambi, Michela Becchi, Srimat T. Chakradhar, Hans Peter Graf
A Massively Parallel, Energy Efficient Programmable Accelerator for Learning and Classification. ACM Trans. Archit. Code Optim. 9 (1) (2012)
Vignesh T. Ravi, Michela Becchi, Gagan Agrawal, Srimat T. Chakradhar
ValuePack: value-based scheduling framework for CPU-GPU clusters. SC (2012)
Michela Becchi, Kittisak Sajjapongse, Ian Graves, Adam M. Procter, Vignesh T. Ravi, Srimat T. Chakradhar
A virtual memory based runtime to support multi-tenancy in clusters with GPUs. HPDC (2012)
Mahdieh Poostchi, Kannappan Palaniappan, Filiz Bunyak, Michela Becchi, Guna Seetharaman
Efficient GPU Implementation of the Integral Histogram. ACCV Workshops (1) (2012)
Vignesh T. Ravi, Michela Becchi, Wei Jiang, Gagan Agrawal, Srimat T. Chakradhar
Scheduling Concurrent Applications on a Cluster of CPU-GPU Nodes. CCGRID (2012)
Vignesh T. Ravi, Michela Becchi, Gagan Agrawal, Srimat T. Chakradhar
Supporting GPU sharing in cloud environments with a transparent runtime consolidation framework. HPDC (2011)
Srihari Cadambi, Abhinandan Majumdar, Michela Becchi, Srimat T. Chakradhar, Hans Peter Graf
A programmable parallel accelerator for learning and classification. PACT (2010)
Michela Becchi, Surendra Byna, Srihari Cadambi, Srimat T. Chakradhar
Data-aware scheduling of legacy kernels on heterogeneous platforms with distributed memory. SPAA (2010)
Michela Becchi, Charlie Wiseman, Patrick Crowley
Evaluating regular expression matching engines on network and general purpose processors. ANCS (2009)
Charlie Wiseman, Jonathan S. Turner, Michela Becchi, Patrick Crowley, John D. DeHart, Mart Haitjema, Shakir James, Fred Kuhns, Jing Lu, Jyoti Parwatikar, Ritun Patney, Michael Wilson, Ken Wong, David Zar
A remotely accessible network processor-based router for network experimentation. ANCS (2008)
Michela Becchi, Mark A. Franklin, Patrick Crowley
A workload for evaluating deep packet inspection architectures. IISWC (2008)
Michela Becchi, Patrick Crowley
Extending finite automata to efficiently match Perl-compatible regular expressions. CoNEXT (2008)
Michela Becchi, Patrick Crowley
Efficient regular expression evaluation: theory to practice. ANCS (2008)
Michela Becchi, Patrick Crowley
Dynamic Thread Assignment on Heterogeneous Multiprocessor Architectures. J. Instr. Level Parallelism 10 (2008)
Michela Becchi, Patrick Crowley
An improved algorithm to accelerate regular expression evaluation. ANCS (2007)
Michela Becchi, Patrick Crowley
A hybrid finite automaton for practical deep packet inspection. CoNEXT (2007)
Michela Becchi, Srihari Cadambi
Memory-Efficient Regular Expression Search Using State Merging. INFOCOM (2007)
Michela Becchi, Mark A. Franklin, Patrick Crowley
Performance/area efficiency in chip multiprocessors with micro-caches. Conf. Computing Frontiers (2007)
Michela Becchi, Patrick Crowley
Dynamic thread assignment on heterogeneous multiprocessor architectures. Conf. Computing Frontiers (2006)
Sailesh Kumar, Michela Becchi, Patrick Crowley, Jonathan S. Turner
CAMP: fast and efficient IP lookup architecture. ANCS (2006)