Tiago A. O. Alves

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 23

Top Topics

Runtime Environment

Parallel Programming

Machine Learning Systems

Top Venues

SBAC-PAD (Workshops)

Concurr. Comput. Pract. Exp.

Publications

Jonah O'Brien Weiss, Tiago A. O. Alves, Sandip Kundu
EZClone: Improving DNN Model Extraction Attack via Shape Distillation from GPU Execution Profiles. CoRR (2023)
Tiago A. O. Alves
Distributed Checkpointing in Dataflow with Static Scheduling. SBAC-PADW (2023)
Jonah O'Brien Weiss, Tiago A. O. Alves, Sandip Kundu
Hardening DNNs against Transfer Attacks during Network Compression using Greedy Adversarial Pruning. AICAS (2022)
Jonah O'Brien Weiss, Tiago A. O. Alves, Sandip Kundu
Hardening DNNs against Transfer Attacks during Network Compression using Greedy Adversarial Pruning. CoRR (2022)
Tiago A. O. Alves, Leandro A. J. Marzulo, Sandip Kundu, Felipe M. G. França
Concurrency Analysis in Dynamic Dataflow Graphs. IEEE Trans. Emerg. Top. Comput. 9 (1) (2021)
Rui R. Mello Jr., Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel A. L. Paillard, Felipe M. G. França
Gamma - General Abstract Model for Multiset mAnipulation and dynamic dataflow model: An equivalence study. Concurr. Comput. Pract. Exp. 33 (11) (2021)
Leandro Santiago de Araújo, Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França, Israel Koren, Sandip Kundu
Building a portable deeply-nested implicit information flow tracking. CF (2020)
Leandro A. J. Marzulo, Tiago A. O. Alves, Cristiana Bentes, Gabriele Mencagli
Workshop 15: MPP Parallel Programming Models - Special Edition Machine Learning Performance and Security. IPDPS Workshops (2020)
Tiago A. O. Alves, Sandip Kundu
Towards Adversarial Attack Resistant Deep Neural Networks. ESANN (2020)
Tiago A. O. Alves, Felipe M. G. França, Sandip Kundu
MLPrivacyGuard: Defeating Confidence Information based Model Inversion Attacks on Machine Learning Systems. ACM Great Lakes Symposium on VLSI (2019)
Caio B. G. Carvalho, Victor da Cruz Ferreira, Felipe M. G. França, Cristiana B. Bentes, Gabriele Mencagli, Tiago A. O. Alves, Alexandre da Costa Sena, Leandro A. J. Marzulo
A dataflow runtime environment and static scheduler for edge, fog and in-situ computing. Int. J. Grid Util. Comput. 10 (3) (2019)
Rui R. Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel Paillard, Felipe M. G. França
Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation. IPDPS Workshops (2019)
Leandro Rouberte, Alexandre da Costa Sena, Alexandre Solon Nery, Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França
DF-DTM: Dynamic Task Memoization and reuse in dataflow. Concurr. Comput. Pract. Exp. 31 (18) (2019)
Leandro A. J. Marzulo, Alexandre da Costa Sena, Alexandre Solon Nery, Cristiana Bentes, Igor Machado Coelho, Maria Clicia Stelling de Castro, Saulo T. Oliveira, Tiago A. O. Alves, Felipe M. G. França
DTM@GPU: Characterizing and evaluating trace redundancy in GPU. Concurr. Comput. Pract. Exp. 31 (18) (2019)
Leandro Santiago de Araújo, Vinay C. Patil, Charles B. Prado, Tiago A. O. Alves, Leandro A. J. Marzulo, Felipe M. G. França, Sandip Kundu
Design of Robust, High-Entropy Strong PUFs via Weightless Neural Network. J. Hardw. Syst. Secur. 3 (3) (2019)
Rui R. Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel Antoine Louis Paillard, Felipe M. G. França
Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation. CoRR (2018)
Leandro Santiago, Leandro A. J. Marzulo, Alexandre da Costa Sena, Tiago A. O. Alves, Felipe M. G. França
Optimising loops in dynamic dataflow. IET Circuits Devices Syst. 11 (2) (2017)
Tiago A. O. Alves, Sandip Kundu, Leandro A. J. Marzulo, Felipe M. G. França
A resilient scheduler for dataflow execution. DFT (2017)
Caio B. G. Carvalho, Victor da Cruz Ferreira, Felipe M. G. França, Cristiana Bentes, Tiago A. O. Alves, Alexandre da Costa Sena, Leandro A. J. Marzulo
Towards a Dataflow Runtime Environment for Edge, Fog and In-Situ Computing. SBAC-PAD (Workshops) (2017)
Leandro Santiago, Vinay C. Patil, Charles B. Prado, Tiago A. O. Alves, Leandro A. J. Marzulo, Felipe M. G. França, Sandip Kundu
Realizing strong PUF from weak PUF via neural computing. DFT (2017)
Rafael J. N. Silva, Brunno F. Goldstein, Leandro Santiago, Alexandre da Costa Sena, Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe Maia Galvão França
Task Scheduling in Sucuri Dataflow Library. SBAC-PAD (Workshops) (2016)
Brunno F. Goldstein, Felipe M. G. França, Leandro A. J. Marzulo, Tiago A. O. Alves
Exploiting Parallelism in Linear Algebra Kernels through Dataflow Execution. SBAC-PAD (Workshops) (2015)
Alexandre da Costa Sena, Eduardo S. Vaz, Felipe M. G. França, Leandro A. J. Marzulo, Tiago A. O. Alves
Graph Templates for Dataflow Programming. SBAC-PAD (Workshops) (2015)
Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França, Vítor Santos Costa
Couillard: Parallel programming via coarse-grained Data-flow Compilation. Parallel Comput. 40 (10) (2014)
Leandro Santiago, Leandro A. J. Marzulo, Brunno F. Goldstein, Tiago A. O. Alves, Felipe Maia Galvão França
Stack-Tagged Dataflow. SBAC-PAD (Workshops) (2014)
Tiago A. O. Alves, Sandip Kundu, Leandro A. J. Marzulo, Felipe Maia Galvão França
Online error detection and recovery in dataflow execution. IOLTS (2014)
Tiago A. O. Alves, Brunno F. Goldstein, Felipe M. G. França, Leandro A. J. Marzulo
A Minimalistic Dataflow Programming Library for Python. SBAC-PAD (Workshops) (2014)
Tiago A. O. Alves, Leandro A. J. Marzulo, Sandip Kundu, Felipe Maia Galvão França
Domino effect protection on dataflow error detection and recovery. DFT (2014)
Tiago A. O. Alves, Leandro A. J. Marzulo, Felipe M. G. França, Vítor Santos Costa
Trebuchet: exploring TLP with dataflow virtualisation. Int. J. High Perform. Syst. Archit. 3 (2/3) (2011)
Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França, Vítor Santos Costa
Couillard: Parallel Programming via Coarse-Grained Data-Flow Compilation CoRR (2011)
Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França, Vítor Santos Costa
TALM: A Hybrid Execution Model with Distributed Speculation Support. SBAC-PAD (Workshops) (2010)