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ORCIDPaolo Faraboschi
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- affiliation: Hewlett Packard Enterprise Labs, Palo Alto, CA, USA
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2020 – today
- 2024
[j33]Cullen E. Bash
, Kirk Bresniker, Paolo Faraboschi, Tiffani Jarnigan, Dejan S. Milojicic, Pam Wood:
Ethics in Sustainability. IEEE Des. Test 41(1): 25-32 (2024)- [j32]Kirk Bresniker, Paolo Faraboschi, Eitan Frachtenberg, Dejan S. Milojicic, Phil Laplante, Nita Patel, Roberto Saracco:
What Gets You Hired Now Will Not Get You Hired Then. IT Prof. 26(1): 26-31 (2024) - [i3]Paolo Faraboschi, Ellis Giles, Justin Hotard, Konstanty Owczarek, Andrew Wheeler:
Reducing the Barriers to Entry for Foundation Model Training. CoRR abs/2404.08811 (2024) - 2023
- [j31]Martin F. Arlitt, Tom Coughlin, Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Nita Patel, Roberto Saracco:
Future of the Workforce. Computer 56(1): 52-63 (2023) - [j30]Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Roberto Saracco:
Digital Transformation: Lights and Shadows. Computer 56(4): 123-130 (2023) - [j29]Cullen E. Bash, Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Roberto Saracco:
Megatrends. Computer 56(7): 93-100 (2023) - [j28]Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Roberto Saracco:
Artificial General Intelligence: Humanity's Downturn or Unlimited Prosperity. Computer 56(10): 93-101 (2023) - [c41]Gayathri Saranathan, Martin Foltin, Aalap Tripathy, Maxim A. Ziatdinov, Ann Mary Justine Koomthanam, Suparna Bhattacharya, Ayana Ghosh, Kevin Roccapriore, Sreenivas Rangan Sukumar, Paolo Faraboschi:
Towards Rapid Autonomous Electron Microscopy with Active Meta-Learning. SC Workshops 2023: 81-87 - [i2]Giacomo Pedretti, John Moon, Pedro Bruel, Sergey Serebryakov, Ron M. Roth, Luca Buonanno, Tobias Ziegler, Cong Xu, Martin Foltin, Paolo Faraboschi, Jim Ignowski, Catherine E. Graves:
X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs. CoRR abs/2304.01285 (2023) - 2022
- [j27]Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Roberto Saracco:
Virtual Worlds (Metaverse): From Skepticism, to Fear, to Immersive Opportunities. Computer 55(10): 100-106 (2022) - [c40]Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov, Sahand Ghorbanpour, Ashwin Ramesh Babu, Paolo Faraboschi, Mathieu Cocho, Alexandre Pichard, Jonathan Fievez:
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter. AAAI 2022: 12135-12144 - [c39]Annmary Justine, Sergey Serebryakov, Cong Xu, Aalap Tripathy, Suparna Bhattacharya, Paolo Faraboschi, Martin Foltin:
Self-learning Data Foundation for Scientific AI. SMC 2022: 20-37 - 2021
- [j26]Nicolas Dubé, Duncan Roweth, Paolo Faraboschi, Dejan S. Milojicic:
Future of HPC: The Internet of Workflows. IEEE Internet Comput. 25(5): 26-34 (2021) - [c38]Sitao Huang, Aayush Ankit, Plínio Silveira, Rodrigo Antunes, Sai Rahul Chalamalasetti, Izzat El Hajj, Dong Eun Kim, Glaucimar Aguiar, Pedro Bruel, Sergey Serebryakov, Cong Xu, Can Li, Paolo Faraboschi, John Paul Strachan, Deming Chen, Kaushik Roy, Wen-Mei W. Hwu, Dejan S. Milojicic:
Mixed Precision Quantization for ReRAM-based DNN Inference Accelerators. ASP-DAC 2021: 372-377 - [c37]Dejan S. Milojicic, Paolo Faraboschi, Nicolas Dubé, Duncan Roweth:
Future of HPC: Diversifying Heterogeneity. DATE 2021: 276-281 - [c36]Cong Xu, Suparna Bhattacharya, Martin Foltin, Suren Byna, Paolo Faraboschi:
Data-Aware Storage Tiering for Deep Learning. PDSW@SC 2021: 23-28 - [c35]Sitao Huang, Kun Wu, Sai Rahul Chalamalasetti, Izzat El Hajj, Cong Xu, Paolo Faraboschi, Deming Chen:
A Python-based High-Level Programming Flow for CPU-FPGA Heterogeneous Systems : (Invited Paper). PEHC@SC 2021: 20-26
2010 – 2019
- 2019
- [j25]Kirk M. Bresniker, Paolo Faraboschi, Avi Mendelson, Dejan S. Milojicic, Timothy Roscoe, Robert N. M. Watson:
Rack-Scale Capabilities: Fine-Grained Protection for Large-Scale Memories. Computer 52(2): 52-62 (2019) - [j24]Paolo Faraboschi, Eitan Frachtenberg, Phillip A. Laplante, Katherine Mansfield, Dejan S. Milojicic:
Technology Predictions: Art, Science, and Fashion. Computer 52(12): 34-38 (2019) - [j23]Leonid Azriel, Lukas Humbel, Reto Achermann, Alex Richardson, Moritz Hoffmann, Avi Mendelson, Timothy Roscoe, Robert N. M. Watson, Paolo Faraboschi, Dejan S. Milojicic:
Memory-Side Protection With a Capability Enforcement Co-Processor. ACM Trans. Archit. Code Optim. 16(1): 5:1-5:26 (2019) - [c34]Aayush Ankit, Izzat El Hajj, Sai Rahul Chalamalasetti, Geoffrey Ndu, Martin Foltin, R. Stanley Williams, Paolo Faraboschi, Wen-mei W. Hwu, John Paul Strachan, Kaushik Roy, Dejan S. Milojicic:
PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference. ASPLOS 2019: 715-731 - [c33]Patrick Knebel, Dan Berkram, Al Davis, Darel Emmot, Paolo Faraboschi, Gary Gostin:
Gen-Z Chipsetfor Exascale Fabrics. Hot Chips Symposium 2019: 1-22 - [i1]Aayush Ankit, Izzat El Hajj, Sai Rahul Chalamalasetti, Geoffrey Ndu, Martin Foltin, R. Stanley Williams, Paolo Faraboschi, Wen-Mei Hwu, John Paul Strachan, Kaushik Roy, Dejan S. Milojicic:
PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference. CoRR abs/1901.10351 (2019) - 2018
- [c32]Dejan S. Milojicic, Kirk Bresniker, Gary Campbell, Paolo Faraboschi, John Paul Strachan, Stan Williams:
Computing In-Memory, Revisited. ICDCS 2018: 1300-1309 - [c31]Joao Ambrosi, Aayush Ankit, Rodrigo Antunes, Sai Rahul Chalamalasetti, Soumitra Chatterjee, Izzat El Hajj, Guilherme Fachini, Paolo Faraboschi, Martin Foltin, Sitao Huang, Wen-Mei Hwu, Gustavo Knuppe, Sunil Vishwanathpur Lakshminarasimha, Dejan S. Milojicic, Mohan Parthasarathy, Filipe Ribeiro, Lucas Rosa, Kaushik Roy, Plínio Silveira, John Paul Strachan:
Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning. ICRC 2018: 1-13 - [c30]Paolo Faraboschi:
Computing in the Cambrian Era Plenary Talk. ICRC 2018: 1 - 2017
- [c29]Reto Achermann, Chris I. Dalton, Paolo Faraboschi, Moritz Hoffmann, Dejan S. Milojicic, Geoffrey Ndu, Alex Richardson, Timothy Roscoe, Adrian L. Shaw, Robert N. M. Watson:
Separating Translation from Protection in Address Spaces with Dynamic Remapping. HotOS 2017: 118-124 - 2016
- [j22]Abhishek Gupta, Paolo Faraboschi, Filippo Gioachin, Laxmikant V. Kalé, Richard Kaufmann, Bu-Sung Lee, Verdi March, Dejan S. Milojicic, Chun Hui Suen:
Evaluating and Improving the Performance and Scheduling of HPC Applications in Cloud. IEEE Trans. Cloud Comput. 4(3): 307-321 (2016) - [c28]Izzat El Hajj, Alexander Merritt, Gerd Zellweger, Dejan S. Milojicic, Reto Achermann, Paolo Faraboschi, Wen-mei W. Hwu, Timothy Roscoe, Karsten Schwan:
SpaceJMP: Programming with Multiple Virtual Address Spaces. ASPLOS 2016: 353-368 - [c27]Arjun Deb, Paolo Faraboschi, Ali Shafiee, Naveen Muralimanohar, Rajeev Balasubramonian, Robert Schreiber:
Enabling technologies for memory compression: Metadata, mapping, and prediction. ICCD 2016: 17-24 - [c26]Jia Zhan, Itir Akgun, Jishen Zhao, Al Davis, Paolo Faraboschi, Yuangang Wang, Yuan Xie:
A unified memory network architecture for in-memory computing in commodity servers. MICRO 2016: 29:1-29:14 - [c25]Assaf Eisenman, Ludmila Cherkasova, Guilherme Magalhaes, Qiong Cai, Paolo Faraboschi, Sachin Katti:
Parallel Graph Processing: Prejudice and State of the Art. ICPE 2016: 85-90 - 2015
- [j21]Hasan Alkhatib, Paolo Faraboschi, Eitan Frachtenberg, Hironori Kasahara, Danny B. Lange, Phillip A. Laplante, Arif Merchant, Dejan S. Milojicic, Karsten Schwan:
What Will 2022 Look Like? The IEEE CS 2022 Report. Computer 48(3): 68-76 (2015) - [j20]Jishen Zhao, Sheng Li, Jichuan Chang, John L. Byrne, Laura L. Ramirez, Kevin T. Lim, Yuan Xie, Paolo Faraboschi:
Buri: Scaling Big-Memory Computing with Hardware-Based Memory Expansion. ACM Trans. Archit. Code Optim. 12(3): 31:1-31:24 (2015) - [j19]Behram Khan, Daniel Goodman, Salman Khan, Will Toms, Paolo Faraboschi, Mikel Luján, Ian Watson:
Architectural support for task scheduling: hardware scheduling for dataflow on NUMA systems. J. Supercomput. 71(6): 2309-2338 (2015) - [c24]Paolo Faraboschi, Kimberly Keeton, Tim Marsland, Dejan S. Milojicic:
Beyond Processor-centric Operating Systems. HotOS 2015 - [c23]Diman Zad Tootaghaj, Farshid Farhat, Mohammad Arjomand, Paolo Faraboschi, Mahmut Taylan Kandemir, Anand Sivasubramaniam, Chita R. Das:
Evaluating the Combined Impact of Node Architecture and Cloud Workload Characteristics on Network Traffic and Performance/Cost. IISWC 2015: 203-212 - 2014
- [j18]Roberto Giorgi, Rosa M. Badia, François Bodin, Albert Cohen, Paraskevas Evripidou, Paolo Faraboschi, Bernhard Fechner, Guang R. Gao, Arne Garbade, Rahulkumar Gayatri, Sylvain Girbal, Daniel Goodman, Behram Khan, Souad Koliai, Joshua Landwehr, Nhat Minh Lê, Feng Li, Mikel Luján, Avi Mendelson, Laurent Morin, Nacho Navarro, Tomasz Patejko, Antoniu Pop, Pedro Trancoso, Theo Ungerer, Ian Watson, Sebastian Weis, Stéphane Zuckerman, Mateo Valero:
TERAFLUX: Harnessing dataflow in next generation teradevices. Microprocess. Microsystems 38(8): 976-990 (2014) - [c22]Roberto Giorgi, Paolo Faraboschi:
An Introduction to DF-Threads and their Execution Model. SBAC-PAD (Workshops) 2014: 60-65 - 2013
- [c21]Abhishek Gupta, Laxmikant V. Kalé, Filippo Gioachin, Verdi March, Chun Hui Suen, Bu-Sung Lee, Paolo Faraboschi, Richard Kaufmann, Dejan S. Milojicic:
The Who, What, Why, and How of High Performance Computing in the Cloud. CloudCom (1) 2013: 306-314 - [c20]Marco Solinas, Rosa M. Badia, François Bodin, Albert Cohen, Paraskevas Evripidou, Paolo Faraboschi, Bernhard Fechner, Guang R. Gao, Arne Garbade, Sylvain Girbal, Daniel Goodman, Behram Khan, Souad Koliai, Feng Li, Mikel Luján, Laurent Morin, Avi Mendelson, Nacho Navarro, Antoniu Pop, Pedro Trancoso, Theo Ungerer, Mateo Valero, Sebastian Weis, Ian Watson, Stéphane Zuckerman, Roberto Giorgi:
The TERAFLUX Project: Exploiting the DataFlow Paradigm in Next Generation Teradevices. DSD 2013: 272-279 - [c19]Abhishek Gupta, Laxmikant V. Kalé, Dejan S. Milojicic, Paolo Faraboschi, Susanne M. Balle:
HPC-Aware VM Placement in Infrastructure Clouds. IC2E 2013: 11-20 - 2012
- [j17]Paolo Faraboschi, T. N. Vijaykumar:
Top Picks from the 2011 Computer Architecture Conferences. IEEE Micro 32(3): 3-6 (2012) - [c18]Abhishek Gupta, Laxmikant V. Kalé, Dejan S. Milojicic, Paolo Faraboschi, Richard Kaufmann, Verdi March, Filippo Gioachin, Chun Hui Suen, Bu-Sung Lee:
Exploring the performance and mapping of HPC applications to platforms in the cloud. HPDC 2012: 121-122 - [c17]Javier Navaridas, Behram Khan, Salman Khan, Paolo Faraboschi, Mikel Luján:
Reservation-based Network-on-Chip Timing Models for Large-scale Architectural Simulation. NOCS 2012: 91-98 - [c16]Antoni Portero, Alberto Scionti, Zhibin Yu, Paolo Faraboschi, Caroline Concatto, Luigi Carro, Arne Garbade, Sebastian Weis, Theo Ungerer, Roberto Giorgi:
Simulating the future kilo-x86-64 core processors and their infrastructure. SpringSim (ANSS) 2012: 9 - [e5]John Feo, Paolo Faraboschi, Oreste Villa:
Proceedings of the Computing Frontiers Conference, CF'12, Caligari, Italy - May 15 - 17, 2012. ACM 2012, ISBN 978-1-4503-1215-8 [contents] - 2011
- [c15]Sheng Li, Kevin T. Lim, Paolo Faraboschi, Jichuan Chang, Parthasarathy Ranganathan, Norman P. Jouppi:
System-level integrated server architectures for scale-out datacenters. MICRO 2011: 260-271 - [r1]Joseph A. Fisher, Paolo Faraboschi, Cliff Young:
VLIW Processors. Encyclopedia of Parallel Computing 2011: 2135-2142 - 2010
- [e4]Yale N. Patt, Pierfrancesco Foglia, Evelyn Duesterwald, Paolo Faraboschi, Xavier Martorell:
High Performance Embedded Architectures and Compilers, 5th International Conference, HiPEAC 2010, Pisa, Italy, January 25-27, 2010. Proceedings. Lecture Notes in Computer Science 5952, Springer 2010, ISBN 978-3-642-11514-1 [contents]
2000 – 2009
- 2009
- [j16]Matteo Monchiero, Jung Ho Ahn, Ayose Falcón, Daniel Ortega, Paolo Faraboschi:
How to simulate 1000 cores. SIGARCH Comput. Archit. News 37(2): 10-19 (2009) - [j15]Eduardo Argollo, Ayose Falcón, Paolo Faraboschi, Matteo Monchiero, Daniel Ortega:
COTSon: infrastructure for full system simulation. ACM SIGOPS Oper. Syst. Rev. 43(1): 52-61 (2009) - [c14]Jeffrey C. Mogul, Eduardo Argollo, Mehul A. Shah, Paolo Faraboschi:
Operating System Support for NVM+DRAM Hybrid Main Memory. HotOS 2009 - [c13]Diego Lugones, Daniel Franco, Dolores Rexachs, Juan C. Moure, Emilio Luque, Eduardo Argollo, Ayose Falcón, Daniel Ortega, Paolo Faraboschi:
High-speed network modeling for full system simulation. IISWC 2009: 24-33 - 2008
- [c12]Ayose Falcón, Paolo Faraboschi, Daniel Ortega:
An Adaptive Synchronization Technique for Parallel Simulation of Networked Clusters. ISPASS 2008: 22-31 - 2007
- [c11]Ayose Falcón, Paolo Faraboschi, Daniel Ortega:
Combining Simulation and Virtualization through Dynamic Sampling. ISPASS 2007: 72-83 - 2005
- [b1]Joseph A. Fisher, Paolo Faraboschi, Cliff Young:
Embedded computing - a VLIW approach to architecture, compilers, and tools. Morgan Kaufmann 2005, ISBN 978-1-55860-766-8, pp. I-XXVI, 1-671 - [c10]Sherif M. Yacoub, John Burns, Paolo Faraboschi, Daniel Ortega, José L. Abad Peiro, Vinay Saxena:
Document digitization lifecycle for complex magazine collection. ACM Symposium on Document Engineering 2005: 197-206 - [e3]Thomas M. Conte, Paolo Faraboschi, William H. Mangione-Smith, Walid A. Najjar:
Proceedings of the 2005 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems, CASES 2005, San Francisco, California, USA, September 24-27, 2005. ACM 2005, ISBN 1-59593-149-X [contents] - 2003
- [e2]Jaime H. Moreno, Praveen K. Murthy, Thomas M. Conte, Paolo Faraboschi:
Proceedings of the International Conference on Compilers, Architectures and Synthesis for Embedded Systems, CASES 2003, San Jose, California, USA, October 30 - November 1, 2003. ACM 2003, ISBN 1-58113-676-5 [contents] - 2002
- [c9]Giuseppe Desoli, Nikolay Mateev, Evelyn Duesterwald, Paolo Faraboschi, Josh Fisher:
A New Facility for Dynamic Control of Program Execution: DELI. EMSOFT 2002: 305-318 - [c8]Giuseppe Desoli, Nikolay Mateev, Evelyn Duesterwald, Paolo Faraboschi, Joseph A. Fisher:
DELI: a new run-time control point. MICRO 2002: 257-268 - 2001
- [j14]Paolo Faraboschi, Joseph A. Fisher, Cliff Young:
Instruction scheduling for instruction level parallel processors. Proc. IEEE 89(11): 1638-1659 (2001) - [e1]Yale N. Patt, Josh Fisher, Paolo Faraboschi, Kevin Skadron:
Proceedings of the 34th Annual International Symposium on Microarchitecture, Austin, Texas, USA, December 1-5, 2001. ACM/IEEE Computer Society 2001, ISBN 0-7695-1369-7 [contents] - 2000
- [c7]Paolo Faraboschi, Geoffrey Brown, Joseph A. Fisher, Giuseppe Desoli, Fred Homewood:
Lx: a technology platform for customizable VLIW embedded processing. ISCA 2000: 203-213
1990 – 1999
- 1998
- [j13]Paolo Faraboschi, Giuseppe Desoli, Joseph A. Fisher:
The latest word in digital and media processing. IEEE Signal Process. Mag. 15(2): 59-85 (1998) - 1996
- [c6]Joseph A. Fisher, Paolo Faraboschi, Giuseppe Desoli:
Custom-fit Processors: Letting Applications Define Architectures. MICRO 1996: 324-335 - 1995
- [j12]Alessandra Costa, Alessandro De Gloria, Paolo Faraboschi, Andrea Pagni, Gianguido Rizzotto:
Hardware solutions for fuzzy control. Proc. IEEE 83(3): 422-434 (1995) - 1994
- [j11]Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
Block placement with a Boltzmann Machine. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 13(6): 694-701 (1994) - [c5]Alessandra Costa, Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
An evaluation system for distributed-time VHDL simulation. PADS 1994: 147-150 - 1993
- [j10]Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
Delay insensitive micro-pipelined combinational logic. Microprocess. Microprogramming 36(5): 225-241 (1993) - [j9]Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
A delay insensitive approach to the VLSI design of a DRAM controller. Microprocess. Microprogramming 37(1-5): 19-22 (1993) - [j8]Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
Design of a massively parallel SIMD architecture for the Boltzmann machine. Microprocess. Microprogramming 37(1-5): 153-156 (1993) - [j7]Alessandra Costa, Alessandro De Gloria, Paolo Faraboschi, Giovanni Nateri, Mauro Olivieri:
An asynchronous approach to the RISC design of a micro-controller. Microprocess. Microprogramming 38(1-5): 447-454 (1993) - [j6]Alessandra Costa, Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
A parallel architecture for the Color Doppler flow technique in ultrasound imaging. Microprocess. Microprogramming 38(1-5): 545-551 (1993) - [j5]Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
Clustered Boltzmann Machines: Massively Parallel Architectures for Constrained Optimization Problems. Parallel Comput. 19(2): 163-175 (1993) - [j4]Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
Efficient implementation of the Boltzmann machine algorithm. IEEE Trans. Neural Networks 4(1): 159-163 (1993) - [c4]Alessandra Costa, Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
An analysis of dynamic scheduling techniques for symbolic applications. MICRO 1993: 185-191 - 1992
- [j3]Alessandro De Gloria, Paolo Faraboschi:
Massive parallelism in multi-level simulation of VLSI circuits. Integr. 14(2): 145-171 (1992) - [j2]Alessandro De Gloria, Paolo Faraboschi, Sandro Ridella:
A dedicated massively parallel architecture for the Boltzmann machine. Parallel Comput. 18(1): 57-73 (1992) - [c3]Alessandro De Gloria, Paolo Faraboschi:
Instruction-level Parallelism in Prolog: Analysis and Architectural Support. ISCA 1992: 224-233 - [c2]Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri:
A non-deterministic scheduler for a software pipelining compiler. MICRO 1992: 41-44 - 1991
- [j1]Alessandro De Gloria, Paolo Faraboschi:
A Boltzmann Machine approach to code optimization. Parallel Comput. 17(9): 969-982 (1991) - 1990
- [c1]Alessandro De Gloria, Paolo Faraboschi:
An evaluation system for application specific architectures. MICRO 1990: 80-89
Coauthor Index
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