2019: Proceedings of the 31st International Symposium on Computer Architecture and High Performance Computing | Proceedings of the International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)

The Proceedings of the 31st International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2019) bring the papers selected and presented in the edition of the event held from October 15 to 18, 2019, in the city of Campo Grande/MS, Brazil. In this edition, the proceedings include 29 full papers and 3 short papers. These papers were selected through a peer review process. The SBAC-PAD 2019 program committee was coordinated by Eduard Ayguadé (Barcelona Supercomputing Center) and Renato Ferreira (UFMG), who organized this volume together with Edson Norberto Cáceres (UFMS) and Ricardo Ribeiro dos Santos (UFMS), the SBAC-PAD 2019 chairs. The papers included in this volume were submitted on 06/27/2019, accepted for publication on 08/06/2019, with the final version submitted on 08/30/2019.

For more information about SBAC-PAD 2019, visit the website of this edition of the event.

Published: 2019-10-15

Full Papers

Transparent Aging-Aware Thread Throttling

Thiarles S. Medeiros, Luan Pereira, Fábio D. Rossi, Marcelo C. Luizelli, Antonio Carlos S. Beck, Arthur F. Lorenzon

1-8
- IEEE Xplore
Performance Models for Heterogeneous Systems Applied to the Dark Silicon-Aware Design Space Exploration

Mateus T. dos Santos, Rhayssa Sonohata, Casio Krebs, Diego Segovia, Ricardo Santos, Liana Duenha

9-16
- IEEE Xplore
Trimming the ISA to Optimize Area and EDP in Heterogeneous CMPs

Jeckson Dellagostin Souza, Antonio Carlos Schneider Beck

17-24
- IEEE Xplore
An Unsupervised Learning Approach for I/O Behavior Characterization

Pablo J. Pavan, Jean Luca Bez, Matheus S. Serpa, Francieli Zanon Boito, Philippe O. A. Navaux

33-40
- IEEE Xplore
Automatic Selection of Sparse Triangular Linear System Solvers on GPUs through Machine Learning Techniques

Ernesto Dufrechou, Pablo Ezzatti, Enrique S. Quintana-Orti

41-47
- IEEE Xplore
Monte-Carlo Tree Search and Reinforcement Learning for Reconfiguring Data Stream Processing on Edge Computing

Alexandre da Silva Veith, Marcos Dias de Assunção, Laurent Lefèvre

48-55
- IEEE Xplore
Towards a Transprecision Polymorphic Floating-Point Unit for Mixed-Precision Computing

Alisson Carvalho, Rodolfo Azevedo

56-63
- IEEE Xplore
Extension of a Task-Based Model to Functional Programming

Lucas M. Ponce, Daniele Lezzi, Rosa M. Badia, Dorgival Guedes

64-71
- IEEE Xplore
Managing Power Demand and Load Imbalance to Save Energy on Systems with Heterogeneous CPU Speeds

Edson Luiz Padoin, Matthias Diener, Philippe O. A. Navaux, Jean-François Méhaut

72-79
- IEEE Xplore
Detecting I/O Access Patterns of HPC Workloads at Runtime

Jean Luca Bez, Francieli Zanon Boito, Ramon Nou, Alberto Miranda, Toni Cortes, Philippe O. A. Navaux

80-87
- IEEE Xplore
Scalable GPU Communication with Code Generation on Stencil Applications

João Victor Tozatti Risso, Martin Bauer, Paulo Roberto de Carvalho, Ulrich Rüde, Daniel Weingaertner

88-95
- IEEE Xplore
Performance Analysis and Optimization of Automotive GPUs

Fabio Mazzocchetti, Pedro Benedicte, Hamid Tabani, Leonidas Kosmidis, Jaume Abella, Francisco J. Cazorla

96-103
- IEEE Xplore
Parallel Strategies for the Execution of Top-k Queries with MaxScore on GPUs

Roussian Gaioso, Hélio Crestana Guardia, Veronica Gil-Costa, Hermes Senger

104-111
- IEEE Xplore
Accelerating Solution of Generalized Linear Models by Solving Normal Equation Using GPGPU on a Large Real-World Tall-Skinny Data Set

Tran Van Sang, Ryosuke Kobayashi, Rie S. Yamaguchi, Toshiyuki Nakata

112-119
- IEEE Xplore
Intelligent Colocation of Workloads for Enhanced Server Efficiency

Felippe Vieira Zacarias, Vinicius Petrucci, Rajiv Nishtala, Paul Carpenter, Daniel Mossé

120-127
- IEEE Xplore
Non-uniform Partitioning for Collaborative Execution on Heterogeneous Architectures

Gabriel Freytag, Matheus S. Serpa, João Vicente Ferreira Lima, Paolo Rech, Philippe O. A. Navaux

128-135
- IEEE Xplore
Phase-Based Tasks Scheduling in Data Centers Powered Exclusively by Renewable Energy

Stephane Caux, Paul Renaud-Goud, Gustavo Rostirolla, Patricia Stolf

136-143
- IEEE Xplore
A Bag-of-Tasks Scheduler Tolerant to Temporal Failures in Clouds

Luan Teylo, Luciana Arantes, Pierre Sens, Lúcia Maria de A. Drummond

144-151
- IEEE Xplore
Efficiency and Scalability of Multi-lane Capsule Networks (MLCN)

Vanderson M. do Rosario, Mauricio Breternitz, Edson Borin

152-159
- IEEE Xplore
AI Gauge: Runtime Estimation for Deep Learning in the Cloud

Parijat Dube, Tonghoon Suk, Chen Wang

160-167
- IEEE Xplore
Self-Adaptive Fuzzy Mechanism to Load Balancing on the Web Services Provider

Anderson Talon, Kelton Costa, Edmundo Madeira

168-175
- IEEE Xplore
Scalable, Efficient, and Policy-Aware Deduplication for Primary Distributed Storage Systems

Henrique Fingler, Moo-Ryong Ra, Rajesh Panta

180-187
- IEEE Xplore
Memory Reclamation Methods for Lock-Free Hash Tries

Pedro Moreno, Miguel Areias, Ricardo Rocha

188-195
- IEEE Xplore
Analyzing a Five-Year Failure Record of a Leadership-Class Supercomputer

Elvis Rojas, Esteban Meneses, Terry Jones, Don Maxwell

196-203
- IEEE Xplore
Avoiding Synchronization to Accelerate a CFD Solver in GPU

Ernesto Dufrechou, Pablo Ezzatti, Gabriel Usera

204-211
- IEEE Xplore
Accelerating OpenSHMEM Collectives Using In-Network Computing Approach

Manjunath Gorentla Venkata, Gil Bloch, Gilad Shainer, Richard Graham

212-219
- IEEE Xplore
Parallel Approaches in the Heavy Ball GMRES Method

Rafaela C. Brum, Maria Clicia S. de Castro, Cristiane O. Faria

220-226
- IEEE Xplore
A Home Ledger Approach for IoT Enabled Devices

Vanessa Fernandes da Silva, Mateus Nazário Coelho, Bruno Nazário Coelho, Vitor Nazário Coelho, Igor Machado Coelho

227-233
- IEEE Xplore
LibBFT: A High-Performace Timed Automata Library Collection for Byzantine Fault Tolerance

Rodolfo Pereira Araujo, Igor Machado Coelho, Luiz Satoru Ochi, Vitor Nazário Coelho

234-240
- IEEE Xplore

Short Papers

Compressed Cache Layout Aware Prefetching

Niloofar Charmchi, Caroline Collange, André Seznec

25-28
- IEEE Xplore
Instruction Profiling Based Fetch Throttling for Wasted Dynamic Power Reduction

Abdullah A. Owahid, Eugene B. John

29-32
- IEEE Xplore
Improving Virtual Machine Consolidation for Heterogeneous Cloud Computing Datacenters

João Antonio Magri Rodrigues, Fabíola Martins C. de Oliveira, Renata Spolon Lobato, Roberta Spolon, Aleardo Manacero, Edson Borin

176-179
- IEEE Xplore