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19th ACM International Conference on Computing Frontiers (CF'22)
17th - 19th May 2022, Turin, Piedmont, Italy (Hybrid)
www.computingfrontiers.org
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Key Dates Full Papers
Abstract Submission Deadline
February 6th, 2022 (AoE) (Extended)
Paper Submission Deadline
February 13th, 2022 (AoE) (Extended)
Author Notification
March 22th, 2022
Final Papers Due
April 8th, 2022 (AoE) (Extended)
Key Dates Posters
Paper Submission Deadline
April 3rd, 2022
Author Notification
April 5th, 2022
Final Papers Due
April 8th, 2022
Submission
Submit your paper
here
Submit your poster
here
Sponsors
Socials
Previous Conferences
2021
2020,
2019,
2018,
2017,
2016,
2015,
2014,
2013,
2012,
2011,
2010,
2009,
2008,
2007,
2006,
2005,
2004
General Chair
Luca Sterpone
Politecnico di Torino, Italy
For more information, visit the website at
www.computingfrontiers.org
Program Overview
Each day, the conference program starts at 09:00 CEST (UTC+2).
Main Sessions are held in Sala d'Onore Room.
Poster Session is held in Sala delle Colonne Room.
Detailed Program
Tuesday May 17
| 09:00-9:30 |
Opening Session |
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| 09:30-11:00 |
Keynote 1
Chair: Luca Sterpone |
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How End-to-end Computing & Safety Bring Autonomous Machines to Life
Riccardo Mariani |
| 11:15-12:45 |
Session Main Track: Architecture (I)
Chair: Andrea Bartolini
Room: Sala d’Onore |
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REMOC: Efficient Request Managements for On-chip Memories of GPUs
Bingchao Li and Jizeng Wei |
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Micro BTB: A High Performance and Storage Efficient Last-Level Branch Target Buffer for Servers
Vishal Gupta and Biswabandan Panda |
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STIFF: Thermally Safe Temperature Effect Inversion Aware FinFET based Multi-core
Shounak Chakraborty, Vassos Soteriou and Magnus Sjalander |
| 14:15-16:00 |
Session Main Track: Security
Chair: Josef Weidendorfer
Room: Sala d’Onore |
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Patient-Centered Cross-Enterprise Document Sharing and Dynamic Consent Framework using Consortium Blockchain and Ciphertext-Policy Attribute-Based Encryption
Liang Zhang, Haibin Kan and Honglan Huang |
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Evaluating Fork after Withholding (FAW) Attack in Bitcoin
Runkai Yang, Xiaolin Chang, Jelena Mišić, Vojislav Mišić and Haoran Zhu |
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Where's Waldo? Identifying Anomalous Behavior of Data-Only Attacks using Hardware Features.
Gildo Torres and Chen Liu |
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Return-oriented programming protection in the IBM POWER10 processor
Jose Moreira, Debapriya Chatterjee, Kattamuri Ekanadham and Arnold Flores |
| 16:30-18:15 |
Session Main Track: Architecture (II) - Acceleration
Chair: Antonino Tumeo
Room: Sala d’Onore |
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NTTGen: A Framework for Generating Low Latency NTT Implementations on FPGA
Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan and Viktor Prasanna |
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FPGA Acceleration of Deep Reinforcement Learning using On-Chip Replay Management
Yuan Meng, Chi Zhang and Viktor Prasanna |
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SIMD Support to Improve Eclipse OpenJ9 Performance on the AArch64 Platform
Md. Alvee Noor, Kenneth Kent, Kazuhiro Konno and Daryl Maier |
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A Design Methodology for Fault-Tolerant Computing using Astrocyte Neural Networks
Murat Isik, Ankita Paul, M. Lakshmi Varshika and Anup Das |
| 18:15-18:35 |
Session Session Poster Blitz (2min flash talks)
Chair: Gianluca Palermo, Carsten Trinitis
Room: Sala d’Onore |
| 18:35-20:00 |
Session Welcome Reception + Posters
Chair: Gianluca Palermo, Carsten Trinitis
Room: Sala delle Colonne |
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Always-On Instrumentation for Application Introspection in HPC
Amir Raoofy, Josef Weidendorfer and Michael Ott |
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Multi-level Anomaly Prediction in Tier-0 Datacenter: a Deep Learning Approach
Mohsen Seyedkazemi Ardebili, Andrea Bartolini and Luca Benini |
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Artificial versus Spiking Neural Networks for Reinforcement Learning in UAV Obstacle Avoidance
Luca Zanatta, Francesco Barchi, Andrea Bartolini and Andrea Acquaviva |
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SODA-OPT: An MLIR Based Flow for Co-Design and High-Level Synthesis
Nicolas Bohm Agostini, Serena Curzel, David Kaeli and Antonino Tumeo |
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Semi-supervised Anomaly Detection on a Tier-0 HPC System
Martin Molan, Andrea Borghesi, Luca Benini and Andrea Bartolini |
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Anomaly Detection to Improve Security of Big Data Analytics
Tom Slooff, Francesco Regazzoni, Fabien Brocheton, Radim Cmar and Antonio Parodi |
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Meet Monte Cimone: Exploring RISC-V High Performance Compute Clusters
Federico Ficarelli, Andrea Bartolini, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva and Luca Benini |
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Hardware Acceleration of Complex Machine Learning Models through Modern High-Level Synthesis
Serena Curzel, Nicolas Bohm Agostini, Antonino Tumeo and Fabrizio Ferrandi |
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An Extreme-Scale Virtual Screening Platform for Drug Discovery
Gianluca Palermo, Davide Gadioli, Emanuele Vitali, Cristina Silvano, Federico Ficarelli, Chiara Latini, Candida Manelfi, Carmine Talarico and Andrea Beccari |
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Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering
Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini and Matteo Spallanzani |
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On the use of hardware accelerators in QC-MDPC code-based cryptography
Andrea Galimberti, Davide Galli, Gabriele Montanaro, William Fornaciari and Davide Zoni |
Wednesday May 18
| 09:00-10:30 |
Keynote 2
Chair: Carsten Trinitis
Room: Sala d’Onore |
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High-Performance Computing in the Enterprise: A Look Inside a Modern Business-Oriented Processor
José E. Moreira |
| 10:45-11:30 |
Session Main Track: Codesign (I)
Chair: Andrea Bartolini
Room: Sala d’Onore |
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FLEXDP: Flexible Frequency Scaling for Energy-Delay Product Optimization of GPU Applications
Kaijie Fan, Biagio Cosenza and Ben Juurlink |
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Orchestra: Adaptively Accelerating Distributed Deep Learning in Heterogeneous Environment
Haizhou Du, Sheng Huang and Qiao Xiang |
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REC: Retime Convolutional Layers in Energy Harvesting ReRAM-based CNN Accelerators
Kunyu Zhou and Keni Qiu |
| 11:30-12:45 |
Session Main Track: Quantum Computing
Chair: Francesco Regazzoni
Room: Sala d’Onore |
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BILP-Q: Quantum Coalition Structure Generation
Supreeth Mysore Venkatesh, Antonio Macaluso and Matthias Klusch |
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Magic state injection on the rotated surface code
Lingling Lao and Ben Criger |
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Practical Approximate Quantum Multipliers for NISQ Devices
Sohrab Sajadimanesh, Jean Paul Latyr Faye and Ehsan Atoofian |
Thursday May 19
| 09:00-10:15 |
Session Main Track: Codesign (II)
Chair: Kristian Rietveld
Room: Sala d’Onore |
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Lazy Repair with Temporary Redundancy(LRTR): Reducing Repair Network Traffic in Erasure-coded Storage
Longpan Luo, Duo Liu, Yujuan Tan, Moming Duan, Weilue Wang, Yu Wu and Xianzhang Chen |
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moTuner: A Compiler-based Auto-tuning Approach for Mixed-precision Operators
Zewei Mo, Zejia Lin, Xianwei Zhang and Yutong Lu |
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Fine-Grained Address Segmentation for Attention-Based Variable-Degree Prefetching
Pengmiao Zhang, Ajitesh Srivastava, Anant V. Nori, Rajgopal Kannan and Viktor K. Prasanna |
| 10:45-12:45 |
Session Main Track: Applications - Deep Learning
Chair: Gianluca Palermo
Room: Sala d’Onore |
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Efficient Trimming for Strongly Connected Components Calculation
Dante Niewenhuis and Ana-Lucia Varbanescu |
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Enabling Resource-Efficient Edge Intelligence with Compressive Sensing-Based Deep Learning
Alina Machidon and Veljko Pejović |
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Deep Reinforcement Learning Empowered Multiple UAVs-assisted Caching and Offloading Optimization in D2D Wireless Networks
Na Lin, Hongzhi Qin and Junling Shi |
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Workload Characterization of a Time-Series Prediction System for Spatio-Temporal Data
Milan Jain, Sayan Ghosh and Sai Pushpak Nandanoori |
| 14:05-14:30 |
Award Ceremony and Closing
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