Javam C. Machado

According to our database1, Javam C. Machado authored at least 99 papers between 1995 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Predicting the Health Degree of Hard Disk Drives With Asymmetric and Ordinal Deep Neural Models.
IEEE Trans. Computers, 2021

2020
An Experimental Analysis of the Use of Different Storage Technologies on a Relational DBMS.
J. Inf. Data Manag., 2020

Rolling-circles: Detect and reduce noise via erosion of finite-difference moduli for preserving signals.
Digit. Signal Process., 2020

Local Dampening: Differential Privacy for Non-numeric Queries via Local Sensitivity.
CoRR, 2020

An adaptive replica placement approach for distributed key-value stores.
Concurr. Comput. Pract. Exp., 2020

Using Autoencoders for Anomaly Detection in Hard Disk Drives.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Research Opportunities for E-health Applications with DNA Sequence Data using Blockchain Technology.
Proceedings of the 2020 IEEE International Conference on Software Architecture Companion, 2020

Using a Hybrid Approach to Data Management in Relational Database and Blockchain: a Case Study on The E-health Domain.
Proceedings of the 2020 IEEE International Conference on Software Architecture Companion, 2020

Prevalence of Bad Smells in C# Projects.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Time-series Approaches to Change-prone Class Prediction Problem.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Empirical Study about Class Change Proneness Prediction using Software Metrics and Code Smells.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

2019
PrivLBS: Preserving Privacy in Location Based Services.
J. Inf. Data Manag., 2019

MAPSkew: Metaheuristic Approaches for Partitioning Skew in MapReduce.
Algorithms, 2019

Achieving Differential Privacy in Smart Home Scenarios.
Proceedings of the XXXIV Simpósio Brasileiro de Banco de Dados, 2019

Uma Análise Experimental da Utilização de Diferentes Tecnologias de Armazenamento em um SGBD Relacional.
Proceedings of the XXXIV Simpósio Brasileiro de Banco de Dados, 2019

ETERNAL: Uma estratégia eficiente de tolerância a falhas utilizando memória não volátil.
Proceedings of the XXXIV Simpósio Brasileiro de Banco de Dados, 2019

Differentially Private Group-by Data Releasing Algorithm.
Proceedings of the XXXIV Simpósio Brasileiro de Banco de Dados, 2019

Um Estudo Comparativo de Mecanismos de Privacidade Diferencial sobre um Dataset de Ocorrências do ZIKV no Brasil.
Proceedings of the XXXIV Simpósio Brasileiro de Banco de Dados, 2019

Prevalence of bad smells in PL/SQL projects.
Proceedings of the 27th International Conference on Program Comprehension, 2019

A Practical Guide to Support Change-proneness Prediction.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

Evaluating One-Class Classifiers for Fault Detection in Hard Disk Drives.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
Fault Detection in Hard Disk Drives Based on a Semi Parametric Model and Statistical Estimators.
New Gener. Comput., 2018

LABAREDA: A Predictive and Elastic Load Balancing Service for Cloud-Replicated Databases.
J. Inf. Data Manag., 2018

An Analysis of Machine Learning Techniques to Prioritize Customer Service Through Social Networks.
J. Inf. Data Manag., 2018

Regression based performance modeling and provisioning for NoSQL cloud databases.
Future Gener. Comput. Syst., 2018

Predictive elastic replication for multi-tenant databases in the cloud.
Concurr. Comput. Pract. Exp., 2018

Optimization of Urban Semaphore Times Turning into JSSP.
Proceedings of the Poster Track of the Workshop on Big Social Data and Urban Computing co-located with BiDU 2018 at VLDB 2018, 2018

PrivLBS: uma Abordagem para Preservação de Privacidade de Dados em Serviços baseados em Localização.
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

Workload-aware Parameter Selection and Performance Prediction for In-memory Databases.
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

Anonimização de Streaming de Dados em DOCA.
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

FLEXMVCC: uma Abordagem Flexível para Protocolos de Controle de Concorrência Multi-versão.
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

SmartLTM: Smart Larger-Than-Memory Storage for Hybrid Database Systems.
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

Remaining Useful Life Estimation of Hard Disk Drives based on Deep Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Hard Disk Drive Failure Prediction Method Based On A Bayesian Network.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

\delta -DOCA: Achieving Privacy in Data Streams.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2018

MetisIDX - From Adaptive to Predictive Data Indexing.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

HIOBS: A Block Storage Scheduling Approach to Reduce Performance Fragmentation in Heterogeneous Cloud Environments.
Proceedings of the 8th International Conference on Cloud Computing and Services Science, 2018

PopRing: A Popularity-aware Replica Placement for Distributed Key-Value Store.
Proceedings of the 8th International Conference on Cloud Computing and Services Science, 2018

Evaluation of Recurrent Neural Networks for Hard Disk Drives Failure Prediction.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017
A Fault Detection Method for Hard Disk Drives Based on Mixture of Gaussians and Nonparametric Statistics.
IEEE Trans. Ind. Informatics, 2017

Editorial.
J. Inf. Data Manag., 2017

A Predictive Load Balancing Service for Cloud-Replicated Databases.
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

Online Performance Modeling for NoSQL Databases using Extreme Learning Machines.
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

A Differentially Private Approach for Querying RDF Data of Social Networks.
Proceedings of the 21st International Database Engineering & Applications Symposium, 2017

DiPCoDing: A Differentially Private Approach for Correlated Data with Clustering.
Proceedings of the 21st International Database Engineering & Applications Symposium, 2017

On computing travel time functions from Trajectory Data Streams.
Proceedings of the 8th ACM SIGSPATIAL Workshop on GeoStreaming, 2017

GPS2GR: Optimized Urban Green Routes based on GPS Trajectories.
Proceedings of the 8th ACM SIGSPATIAL Workshop on GeoStreaming, 2017

Transfer Learning for Bayesian Networks with Application on Hard Disk Drives Failure Prediction.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

Predicting Failures in Hard Drives with LSTM Networks.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016
Elastic provisioning for cloud databases with uncertainty management.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

UTTOS: A Tool for Testing UEFI Code in OS Environment.
Proceedings of the Testing Software and Systems, 2016

DMM: A distributed map-matching algorithm using the MapReduce paradigm.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

A New Approach to Preserving Data Confidentiality in the Cloud.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

A New Mechanism to Preserving Data Confidentiality in Cloud Database Scenarios.
Proceedings of the Enterprise Information Systems - 18th International Conference, 2016

A Flexible Mechanism for Data Confidentiality in Cloud Database Scenarios.
Proceedings of the ICEIS 2016, 2016

On computing temporal functions for time-dependent networks using <i>trajectory data streams</i>.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on GeoStreaming, 2016

Machine Learning Approach for Cloud NoSQL Databases Performance Modeling.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Fault Detection in Hard Disk Drives Based on Mixture of Gaussians.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

BaNHFaP: A Bayesian Network Based Failure Prediction Approach for Hard Disk Drives.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015
G2P: A Partitioning Approach for Processing DBSCAN with MapReduce.
Proceedings of the Web and Wireless Geographical Information Systems, 2015

Optimal time-dependent sequenced route queries in road networks.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Aggregate k-nearest neighbors queries in time-dependent road networks.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

A Distributed Approach for Privacy Preservation in the Publication of Trajectory Data.
Proceedings of the 2nd Workshop on Privacy in Geographic Information Collection and Analysis, 2015

Predicting Overtemperature Events in Graphics Cards Using Regression Models.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014
A*-based Solutions for KNN Queries with Operating Time Constraints in Time-Dependent Road Networks.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Towards an Efficient and Distributed DBSCAN Algorithm Using MapReduce.
Proceedings of the Enterprise Information Systems - 16th International Conference, 2014

Efficient and Distributed DBScan Algorithm Using MapReduce to Detect Density Areas on Traffic Data.
Proceedings of the ICEIS 2014, 2014

Towards improvements on the quality of service for multi-tenant RDBMS in the cloud.
Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

2013
Interaction-Aware Data Management in the Cloud.
J. Inf. Data Manag., 2013

Approaches to Model Query Interactions.
J. Inf. Data Manag., 2013

Towards a Statistical Evaluation of PigLatin Joins.
J. Inf. Data Manag., 2013

Non-Intrusive Elastic Query Processing in the Cloud.
J. Comput. Sci. Technol., 2013

A Live Migration Approach for Multi-Tenant RDBMS in the Cloud.
Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013

A Machine Learning Approach for SQL Queries Response Time Estimation in the Cloud.
Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013

On defining metrics for elasticity of cloud databases.
Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013

Nearest neighbor queries with service time constraints in time-dependent road networks.
Proceedings of the Second ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2013

Scale-Space Filtering for Workload Analysis and Forecast.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
Towards Elastic Multi-tenant Database Replication with Quality of Service.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

Approaches to Model Query Interactions.
Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

Analisando o Desempenho de Banco de Dados Multi-Inquilino em Nuvem.
Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

Autonomous re-indexing.
Proceedings of the ACM Symposium on Applied Computing, 2012

Quality of Service for Database in the Cloud.
Proceedings of the CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, Porto, Portugal, 18, 2012

Towards non-intrusive elastic query processing in the cloud.
Proceedings of the Fourth International Workshop on Cloud Data Management, 2012

2011
A distributed concurrency control mechanism for XML data.
J. Comput. Syst. Sci., 2011

SLADB: Acordo de Nível de Serviço para Banco de Dados em Nuvem.
Proceedings of the XXVI Simpósio Brasileiro de Banco de Dados, 2011

2008
Um Controle de Concorrência Distribuído para Dados XML.
Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008

2007
RepliX: Um Mecanismo para a Replicação de Dados XML.
Proceedings of the XXII Simpósio Brasileiro de Banco de Dados, 2007

A New Approach to Replication of XML Data.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

2004
i-FoX: Um Índice Eficiente e Compacto para Dados XML.
Proceedings of the XIX Simpósio Brasileiro de Bancos de Dados, 2004

FramePersist: An Object Persistence Framework for Mobile Device Applications.
Proceedings of the XIX Simpósio Brasileiro de Bancos de Dados, 2004

Design and Implementation of an ANTS-Based Test Bed for Collecting Data in Active Framework.
Proceedings of the Telecommunications and Networking, 2004

A Generic Event-Driven System for Managing SNMP-Enabled Communication Networks.
Proceedings of the Telecommunications and Networking, 2004

2001
The prediction of faulty classes using object-oriented design metrics.
J. Syst. Softw., 2001

Applying Rules for Partitioned Parallelism in OODBMS within an Optimizer Generator Framework.
Proceedings of the XVI Simpósio Brasileiro de Banco de Dados, 2001

2000
NetDoM: An Information System for Network Documentation Management.
Proceedings of the Managing QoS in Multimedia Networks and Services, IEEE/IFIP TC6, 2000

1997
A Parallel Execution Model for Database Transactions.
Proceedings of the Database Systems for Advanced Applications '97, 1997

1995
Parrallélisme et transactions dans les bases de données à objets. (Parallelism and transactions on object-oriented databases).
PhD thesis, 1995

Optimization of Active Rule Processing with Parallelism.
Proceedings of the Onzièmes Journées Bases de Données Avancées, 29 Août, 1995

Optimization of Active Rules with Parallelism.
Proceedings of the Active and Real-Time Database Systems (ARTDB-95), 1995


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