17th ACM International Conference on Computing Frontiers (CF'20)

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Program

Conference proceedings are available on the ACM Digital Library.
Register HERE (free of charge) to access the presentations and participate in the discussions.

Approximate & Transprecision Computing
Chair: Salvatore Monteleone, IEA & ETIS Lab, U-Cergy, FR

• Approximate Trivial Instructions
  Zayan Shaikh and Ehsan Atoofian
• Combining Learning and Optimization for Transprecision Computing
  Andrea Borghesi, Giuseppe Tagliavini, Michele Lombardi, Luca Benini and Michela Milano
• Approximating Trigonometric Functions for Posits Using the CORDIC Method
  Jay Lim, Matan Shachnai and Santosh Nagarakatte
• (Short) Enabling Mixed-Precision Quantized Neural Networks in Extreme-Edge Devices
  Nazareno Bruschi, Angelo Garofalo, Francesco Conti, Giuseppe Tagliavini and Davide Rossi
• (Short) High-Level Synthesis of Throughput-optimized and Energy-efficient Approximate Designs
  Marcos T. Leipnitz and Gabriel Nazar

Large-Scale Computing
Chair: Carsten Trinitis, Technical University of Munich

• Scale-Out Beam Longitudinal Dynamics Simulations
  Konstantinos Iliakis, Helga Timko, Sotirios Xydis and Dimitrios Soudris
• A Runtime System for Finite Element Methods in a Partitioned Global Address Space
  Stefan Groth, Daniel Grünewald, Jürgen Teich and Frank Hannig
• Contention-aware Application Performance Prediction for Disaggregated Memory Systems
  Felippe Vieira Zacarias, Rajiv Nishtala and Paul Carpenter
• (Short) Freeway: An Order-less User-space Framework for Non-real-time Applications
  Yifan Shen, Ke Liu, Ziting Guo, Wenli Zhang, Guanghui Zhang, Vaneet Aggarwal and Mingyu Chen
• (Short) Management of Container-based Genetic Algorithm Workloads over Cloud Infrastructure
  Thamer Alrefai and Leandro Soares Indrusiak

System Software & Tools
Chair: Siddhartha Jana, Intel

• Verified Instruction-Level Energy Consumption Measurement for NVIDIA GPUs
  Yehia Arafa, Ammar ElWazir, Abdelrahman Elkanishy, Youssef Aly, Ayatelrahman Elsayed, Abdel-Hameed Badawy, Gopinath Chennupati, Stephan Eidenbenz and Nandakishore Santhi
• (Short) StoneCutter: A Very High Level Instruction Set Design Language
  John Leidel, David Donofrio and Frank Conlon
• (Short) An Evolutionary Framework for Automatic and Guided Discovery of Algorithms
  Ruchira Sasanka and Konstantinos Krommydas
• (Short) Software Stack for an Analog Mesh Computer: The Case of a Nanophotonic PDE Accelerator
  Engin Kayraklioglu, Jeff Anderson, Hamid Reza Imani, Volker Sorger and Tarek El-Ghazawi

Hardware Design
Chair: Antonino Tumeo, PNNL

• Application-specific Network-on-Chip Design Space Exploration Framework for Neuromorphic Processor
  Ziyang Kang, Shiying Wang, Lei Wang, Shiming Li, Lianhua Qu, Wei Shi, Rui Gong and Weixia Xu
• Design of an Open-Source Bridge Between Non-Coherent Burst-Based and Coherent Cache-Line-Based Memory Systems
  Matheus Cavalcante, Andreas Kurth, Fabian Schuiki and Luca Benini
• Efficient Architecture Design for the AES-128 Algorithm on Embedded Systems
  Rupam Mondal, Hau Ngo, James Shey, Ryan Rakvic, Owens Walker and Dane Brown
• Time-Sliced Quantum Circuit Partitioning for Modular Architectures
  Jonathan Baker, Casey Duckering, Alexander Hoover and Fred Chong
• (Short) Analysis of control and sensing interfaces in a Photonic Integrated Chip solution for Quantum Computing
  Luca Gemma, Martino Bernard, Mher Ghulinyan and Davide Brunelli

Quantum Computing
Chair: Davide Patti, University of Catania, IT

• Approximate Approximation on a Quantum Annealer
  Irmi Sax, Sebastian Feld, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien and Wolfgang Mauerer
• Automaton-based methodology for implementing optimization constraints for quantum annealing
  Hristo Djidjev
• Compressed Quadratization of Higher Order Binary Optimization Problems
  Avradip Mandal, Arnab Roy, Sarvagya Upadhyay and Hayato Ushijima-Mwesigwa
• Constant Weight Strings in Constant Time: a Building Block for Code-based Post-quantum Cryptosystems
  Alessandro Barenghi and Gerardo Pelosi
• (Short) Quantum Splines for Non-Linear Approximations
  Antonio Macaluso, Luca Clissa, Stefano Lodi and Claudio Sartori

Security & Fault Tolerance
Chair: Siddhartha Jana, Intel

• Terminator: A Data-level Hybrid Framework for Intellectual Property Theft Detection and Prevention
  Meichen Liu, Meimei Li, Degang Sun, Zhixin Shi, Bin Lv and Pengcheng Liu
• Building a Portable Deeply-Nested Implicit Information Flow Tracking
  Leandro Santiago de Araújo, Leandro Augusto Justen Marzulo, Tiago Assumpção de Oliveira Alves, Felipe Maia Galvão França, Israel Koren and Sandip Kundu
• RCecker: A Lightweight Rule-based Mechanism for Backward Control-Flow Integrity
  Xiaoxin Li, Jiazhen Li, Rui Hou and Dan Meng
• Byzantine Fault Tolerance for Centrally Coordinated Missions with Unmanned Vehicles
  Nasos Grigoropoulos, Manos Koutsoubelias and Spyros Lalis

Machine Learning Applications
Chair: Ramtin Zand, University of South Carolina, US

• An Efficient Object Detection Framework with Modified Dense Connections for Small Objects Optimizations
  Yicong Zhang, Mingyu Wang and Zhaolin Li
• Deffe: A Data-Efficient Framework for Performance Characterization in Domain-Specific Computing
  Frank Liu, Narasinga Rao Miniskar, Dwaipayan Chakraborty and Jeffrey Vetter
• Direction-optimizing Label Propagation and its Applications for Community Detection
  Xu Liu, Mahantesh Halappanavar, Kevin Barker, Andrew Lumsdaine and Assefaw Gebremedhin
• (Short) SoundFactory: a Framework for Generating Datasets for Deep Learning SELD Algorithms
  Alberto Scionti, Simone Ciccia and Olivier Terzo

Data Analytics & Management
Chair: Simone Vuotto, University of Sassari

• Outlier Detection based on Sparse Coding and Neighbor Entropy in High-dimensional Space
  Ping Gu, Meng Chow and Siyu Shao
• HiLSM: An LSM-Based Key-Value Store for Hybrid NVM-SSD Storage Systems
  Wenjie Li, Dejun Jiang, Jin Xiong and Yungang Bao
• (Short) Similarity-Aware Popularity-based Caching in Wireless Edge Computing
  Xianglin Wei, Jianwei Liu, Junwei Wang, Yangang Wang and Jianhua Fan
• (Short) SCoEmbeddings: Encoding Sentiment Information into Contextualized Embeddings for Sentiment Analysis
  Hui Huang, Yueyuan Jin and Ruonan Rao
• (Short) Adaptive Entropy Coding Method for Stream-based Lossless Data Compression
  Shinichi Yamagiwa, Eisaku Hayakawa and Koichi Marumo