Paolo Faraboschi

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 32

Top Topics

Electron Microscopy

General Intelligence

Top Venues

Publications

Paolo Faraboschi, Ellis Giles, Justin Hotard, Konstanty Owczarek, Andrew Wheeler
Reducing the Barriers to Entry for Foundation Model Training. CoRR (2024)
Cullen E. Bash, Kirk Bresniker, Paolo Faraboschi, Tiffani Jarnigan, Dejan S. Milojicic, Pam Wood
Ethics in Sustainability. IEEE Des. Test 41 (1) (2024)
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) (2024)
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)
Cullen E. Bash, Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Roberto Saracco
Megatrends. Computer 56 (7) (2023)
Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Roberto Saracco
Artificial General Intelligence: Humanity's Downturn or Unlimited Prosperity. Computer 56 (10) (2023)
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) (2023)
Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Roberto Saracco
Digital Transformation: Lights and Shadows. Computer 56 (4) (2023)
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 (2023)
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)
Annmary Justine, Sergey Serebryakov, Cong Xu, Aalap Tripathy, Suparna Bhattacharya, Paolo Faraboschi, Martin Foltin
Self-learning Data Foundation for Scientific AI. SMC (2022)
Paolo Faraboschi, Eitan Frachtenberg, Phil Laplante, Dejan S. Milojicic, Roberto Saracco
Virtual Worlds (Metaverse): From Skepticism, to Fear, to Immersive Opportunities. Computer 55 (10) (2022)
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)
Cong Xu, Suparna Bhattacharya, Martin Foltin, Suren Byna, Paolo Faraboschi
Data-Aware Storage Tiering for Deep Learning. PDSW@SC (2021)
Dejan S. Milojicic, Paolo Faraboschi, Nicolas Dubé, Duncan Roweth
Future of HPC: Diversifying Heterogeneity. DATE (2021)
Nicolas Dubé, Duncan Roweth, Paolo Faraboschi, Dejan S. Milojicic
Future of HPC: The Internet of Workflows. IEEE Internet Comput. 25 (5) (2021)
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)
Patrick Knebel, Dan Berkram, Al Davis, Darel Emmot, Paolo Faraboschi, Gary Gostin
Gen-Z Chipsetfor Exascale Fabrics. Hot Chips Symposium (2019)
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) (2019)
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)
Paolo Faraboschi, Eitan Frachtenberg, Phillip A. Laplante, Katherine Mansfield, Dejan S. Milojicic
Technology Predictions: Art, Science, and Fashion. Computer 52 (12) (2019)
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) (2019)
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 (2019)
Dejan S. Milojicic, Kirk Bresniker, Gary Campbell, Paolo Faraboschi, John Paul Strachan, Stan Williams
Computing In-Memory, Revisited. ICDCS (2018)
Paolo Faraboschi
Computing in the Cambrian Era Plenary Talk. ICRC (2018)
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)
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)
Arjun Deb, Paolo Faraboschi, Ali Shafiee, Naveen Muralimanohar, Rajeev Balasubramonian, Robert Schreiber
Enabling technologies for memory compression: Metadata, mapping, and prediction. ICCD (2016)
Assaf Eisenman, Ludmila Cherkasova, Guilherme Magalhaes, Qiong Cai, Paolo Faraboschi, Sachin Katti
Parallel Graph Processing: Prejudice and State of the Art. ICPE (2016)
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) (2016)
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)
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)
Paolo Faraboschi, Kimberly Keeton, Tim Marsland, Dejan S. Milojicic
Beyond Processor-centric Operating Systems. HotOS (2015)
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) (2015)
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) (2015)
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)
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) (2015)
Roberto Giorgi, Paolo Faraboschi
An Introduction to DF-Threads and their Execution Model. SBAC-PAD (Workshops) (2014)
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) (2014)
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)
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)
Abhishek Gupta, Laxmikant V. Kalé, Dejan S. Milojicic, Paolo Faraboschi, Susanne M. Balle
HPC-Aware VM Placement in Infrastructure Clouds. IC2E (2013)
Javier Navaridas, Behram Khan, Salman Khan, Paolo Faraboschi, Mikel Luján
Reservation-based Network-on-Chip Timing Models for Large-scale Architectural Simulation. NOCS (2012)
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)
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)
Paolo Faraboschi, T. N. Vijaykumar
Top Picks from the 2011 Computer Architecture Conferences. IEEE Micro 32 (3) (2012)
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)
Matteo Monchiero, Jung Ho Ahn, Ayose Falcón, Daniel Ortega, Paolo Faraboschi
How to simulate 1000 cores. SIGARCH Comput. Archit. News 37 (2) (2009)
Jeffrey C. Mogul, Eduardo Argollo, Mehul A. Shah, Paolo Faraboschi
Operating System Support for NVM+DRAM Hybrid Main Memory. HotOS (2009)
Eduardo Argollo, Ayose Falcón, Paolo Faraboschi, Matteo Monchiero, Daniel Ortega
COTSon: infrastructure for full system simulation. ACM SIGOPS Oper. Syst. Rev. 43 (1) (2009)
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)
Ayose Falcón, Paolo Faraboschi, Daniel Ortega
An Adaptive Synchronization Technique for Parallel Simulation of Networked Clusters. ISPASS (2008)
Ayose Falcón, Paolo Faraboschi, Daniel Ortega
Combining Simulation and Virtualization through Dynamic Sampling. ISPASS (2007)
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)
Giuseppe Desoli, Nikolay Mateev, Evelyn Duesterwald, Paolo Faraboschi, Josh Fisher
A New Facility for Dynamic Control of Program Execution: DELI. EMSOFT (2002)
Giuseppe Desoli, Nikolay Mateev, Evelyn Duesterwald, Paolo Faraboschi, Joseph A. Fisher
DELI: a new run-time control point. MICRO (2002)
Paolo Faraboschi, Joseph A. Fisher, Cliff Young
Instruction scheduling for instruction level parallel processors. Proc. IEEE 89 (11) (2001)
Paolo Faraboschi, Geoffrey Brown, Joseph A. Fisher, Giuseppe Desoli, Fred Homewood
Lx: a technology platform for customizable VLIW embedded processing. ISCA (2000)
Paolo Faraboschi, Giuseppe Desoli, Joseph A. Fisher
The latest word in digital and media processing. IEEE Signal Process. Mag. 15 (2) (1998)
Joseph A. Fisher, Paolo Faraboschi, Giuseppe Desoli
Custom-fit Processors: Letting Applications Define Architectures. MICRO (1996)
Alessandra Costa, Alessandro De Gloria, Paolo Faraboschi, Andrea Pagni, Gianguido Rizzotto
Hardware solutions for fuzzy control. Proc. IEEE 83 (3) (1995)
Alessandra Costa, Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
An evaluation system for distributed-time VHDL simulation. PADS (1994)
Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
Block placement with a Boltzmann Machine. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 13 (6) (1994)
Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
Clustered Boltzmann Machines: Massively Parallel Architectures for Constrained Optimization Problems. Parallel Comput. 19 (2) (1993)
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) (1993)
Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
Delay insensitive micro-pipelined combinational logic. Microprocess. Microprogramming 36 (5) (1993)
Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
Design of a massively parallel SIMD architecture for the Boltzmann machine. Microprocess. Microprogramming 37 (1-5) (1993)
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) (1993)
Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
Efficient implementation of the Boltzmann machine algorithm. IEEE Trans. Neural Networks 4 (1) (1993)
Alessandra Costa, Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
An analysis of dynamic scheduling techniques for symbolic applications. MICRO (1993)
Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
A delay insensitive approach to the VLSI design of a DRAM controller. Microprocess. Microprogramming 37 (1-5) (1993)
Alessandro De Gloria, Paolo Faraboschi, Sandro Ridella
A dedicated massively parallel architecture for the Boltzmann machine. Parallel Comput. 18 (1) (1992)
Alessandro De Gloria, Paolo Faraboschi
Massive parallelism in multi-level simulation of VLSI circuits. Integr. 14 (2) (1992)
Alessandro De Gloria, Paolo Faraboschi, Mauro Olivieri
A non-deterministic scheduler for a software pipelining compiler. MICRO (1992)
Alessandro De Gloria, Paolo Faraboschi
Instruction-level Parallelism in Prolog: Analysis and Architectural Support. ISCA (1992)
Alessandro De Gloria, Paolo Faraboschi
A Boltzmann Machine approach to code optimization. Parallel Comput. 17 (9) (1991)
Alessandro De Gloria, Paolo Faraboschi
An evaluation system for application specific architectures. MICRO (1990)