Victor A. E. de Farias

26 papers A* 1B 2C 2Misc 1Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classification of User Reports for Detection of Faulty Computer Components using NLP Models: A Case Study.
CoRR
Maria de Lourdes Maia Silva, André L. C. Mendonça, Eduardo Rodrigues Duarte Neto, Iago C. Chaves, Felipe T. Brito, Victor A. E. de Farias, Javam C. Machado
2025 — conf
DiagHW: A Compact LLM for Hardware Failure Diagnosis via a Novel Knowledge Distillation Pipeline.
BRACIS (1)
Carlos Caminha, Maria de Lourdes Maia Silva, Iago C. Chaves, Felipe T. Brito, Victor A. E. de Farias, Javam C. Machado
2025 A* conf
Differentially Private Selection Using Smooth Sensitivity.
SP
Iago C. Chaves, Victor A. E. de Farias, Amanda Perez, Diego Mesquita, Javam C. Machado
2025 J jnl
Differentially Private Selection using Smooth Sensitivity.
CoRR
Iago C. Chaves, Victor A. E. de Farias, Amanda Perez, Diego Mesquita, Javam C. Machado
2025 J jnl
Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports.
CoRR
Carlos Caminha, Maria de Lourdes Maia Silva, Iago C. Chaves, Felipe T. Brito, Victor A. E. de Farias, Javam C. Machado
2025 C conf
Improving Long-Term HDD RUL Prediction Using a Novel Feature Engineering Approach.
ICMLA
Francisco Lucas Falcao Pereira, Victor A. E. de Farias, Felipe T. Brito, João Paulo Pordeus Gomes, Javam C. Machado
2024 J jnl
Differentially Private Multi-objective Selection: Pareto and Aggregation Approaches.
CoRR
Victor A. E. de Farias, Felipe T. Brito, Cheryl J. Flynn, Javam C. Machado, Divesh Srivastava
2024 — conf
Health Levels Modeling for SSD Failure Prediction.
SBBD
Gustavo W. M. Valença, Francisco L. F. Pereira, Felipe T. Brito, Victor A. E. de Farias, Javam C. Machado
2023 J jnl
Global and Local Differentially Private Release of Count-Weighted Graphs.
Proc. ACM Manag. Data
Felipe T. Brito, Victor A. E. de Farias, Cheryl J. Flynn, Subhabrata Majumdar, Javam C. Machado, Divesh Srivastava
2023 J jnl
Local dampening: differential privacy for non-numeric queries via local sensitivity.
VLDB J.
Victor A. E. de Farias, Felipe T. Brito, Cheryl J. Flynn, Javam C. Machado, Subhabrata Majumdar, Divesh Srivastava
2022 B conf
Detecting Customer Induced Damages in Motherboards with Deep Neural Networks.
IJCNN
Danilo Alves, Victor A. E. de Farias, Iago C. Chaves, Richard Chao, João Paulo Madeiro, João Paulo Pordeus Gomes, Javam C. Machado
2020 J jnl
Local Dampening: Differential Privacy for Non-numeric Queries via Local Sensitivity.
CoRR
Victor A. E. de Farias, Felipe T. Brito, Cheryl J. Flynn, Javam C. Machado, Subhabrata Majumdar, Divesh Srivastava
2020 J jnl
Local Dampening: Differential Privacy for Non-numeric Queries via Local Sensitivity.
Proc. VLDB Endow.
Victor A. E. de Farias, Felipe T. Brito, Cheryl J. Flynn, Javam C. Machado, Subhabrata Majumdar, Divesh Srivastava
2018 C conf
PopRing: A Popularity-aware Replica Placement for Distributed Key-Value Store.
CLOSER
Denis M. Cavalcante, Victor A. E. de Farias, Flávio R. C. Sousa, Manoel Rui P. Paula, Javam C. Machado, José Neuman de Souza
2018 J jnl
Regression based performance modeling and provisioning for NoSQL cloud databases.
Future Gener. Comput. Syst.
Victor A. E. de Farias, Flávio R. C. Sousa, José Gilvan Rodrigues Maia, João Paulo Pordeus Gomes, Javam C. Machado
2018 — conf
Workload-aware Parameter Selection and Performance Prediction for In-memory Databases.
SBBD
Maria Isabel Vasconcelos Lima, Victor A. E. de Farias, Francisco D. B. S. Praciano, Javam C. Machado
2017 — conf
BACOS: A Dynamic Load Balancing Strategy for Cloud Object Storage.
SBRC
Manoel Rui P. Paula, Eduardo Rodrigues, Victor A. E. de Farias, Flávio R. C. Sousa, Javam C. Machado
2017 — conf
Online Performance Modeling for NoSQL Databases using Extreme Learning Machines.
SBBD (Short Papers)
Victor A. E. de Farias, Pedro R. A. Pinheiro, Flávio R. C. Sousa, João P. P. Gomes, Javam C. Machado
2016 Misc conf
Elastic provisioning for cloud databases with uncertainty management.
SAC
Victor A. E. de Farias, Flávio R. C. Sousa, José Gilvan Rodrigues Maia, João Paulo Pordeus Gomes, Javam C. Machado
2016 B conf
Machine Learning Approach for Cloud NoSQL Databases Performance Modeling.
CCGrid
Victor A. E. de Farias, Flávio R. C. Sousa, José G. R. Maia, João P. P. Gomes, Javam C. Machado
2014 — conf
Efficient and Distributed DBScan Algorithm Using MapReduce to Detect Density Areas on Traffic Data.
ICEIS (1)
Ticiana L. Coelho da Silva, Antônio C. Araújo Neto, Regis Pires Magalhães, Victor A. E. de Farias, José Antônio Fernandes de Macêdo, Javam C. Machado
2014 — conf
Towards an Efficient and Distributed DBSCAN Algorithm Using MapReduce.
ICEIS (Revised Selected Papers)
Ticiana L. Coelho da Silva, Antônio C. Araújo Neto, Regis Pires Magalhães, Victor A. E. de Farias, José Antônio Fernandes de Macêdo, Javam C. Machado
2014 — conf
Towards improvements on the quality of service for multi-tenant RDBMS in the cloud.
ICDE Workshops
Leonardo O. Moreira, Victor A. E. de Farias, Flávio R. C. Sousa, Gustavo A. C. Santos, José Gilvan Rodrigues Maia, Javam C. Machado
2013 — conf
A Live Migration Approach for Multi-Tenant RDBMS in the Cloud.
SBBD (Short Papers)
Leonardo O. Moreira, Flávio R. C. Sousa, José G. R. Maia, Victor A. E. de Farias, Gustavo A. C. Santos, Javam C. Machado
2013 — conf
A Machine Learning Approach for SQL Queries Response Time Estimation in the Cloud.
SBBD (Short Papers)
Victor A. E. de Farias, José G. R. Maia, Flávio R. C. Sousa, Leonardo O. Moreira, Gustavo A. C. Santos, Javam C. Machado
2012 J jnl
b-Coloring graphs with large girth.
J. Braz. Comput. Soc.
Victor A. Campos, Victor A. E. de Farias, Ana Silva