| Collaborative resource allocation for Cloud of Things systems TCS Xavier, IL Santos, FC Delicato, PF Pires, MP Alves, TS Calmon, ... Journal of Network and Computer Applications 159, 102592, 2020 | 33 | 2020 |
| Applying big data analytics to logistics processes of oil and gas exploration and production through a hybrid modeling and simulation approach CJN Sousa, IHF Santos, VT Almeida, AR Almeida, GM Silva, AE Ciarlini, ... Offshore Technology Conference Brasil, D011S013R001, 2015 | 16 | 2015 |
| Anomaly detection in time-series data using state inference and machine learning TS Calmon, RT de Abreu Pinho US Patent 11,361,197, 2022 | 14 | 2022 |
| Market-based distributed resource allocation for edge-cloud systems TS Calmon, ACB de Oliveira, FC Delicato, PF Pires, TC de Souza Xavier, ... US Patent 11,146,504, 2021 | 14 | 2021 |
| Data centric resource management for edge cloud systems TS Calmon, ACB de Oliveira, FC Delicato, PF Pires, M Pitanga, ... US Patent 11,025,711, 2021 | 14 | 2021 |
| Building neural networks for resource allocation for iterative workloads using reinforcement learning TS Calmon, VM Gottin US Patent 11,461,145, 2022 | 13 | 2022 |
| Adaptive controller for online adaptation of resource allocation policies for iterative workloads using reinforcement learning TS Calmon US Patent 11,366,697, 2022 | 9 | 2022 |
| Resource allocation and provisioning in a multi-tier edge-cloud virtualization environment AC Oliveira, TS Calmon, FC Delicato, PF Pires, IL Dos Santos US Patent 10,999,216, 2021 | 8 | 2021 |
| Data-centric resource management in edge-cloud systems for the iot IL dos Santos, FC Delicato, PF Pires, MP Alves, A Oliveira, TS Calmon Open Journal of Internet Of Things (OJIOT) 5 (1), 29-46, 2019 | 7 | 2019 |
| Online anomaly detection using pairwise agreement in heterogeneous model ensemble VM Gottin, TS Calmon US Patent 11,176,488, 2021 | 6 | 2021 |
| Bayesian SignSGD Optimizer for Federated Learning PA Ferreira, PN da Silva, V Gottin, R Stelling, T Calmon Advances in Neural Information Processing Systems 34, 2021 | 4 | 2021 |
| Adaptation of resource allocation for multiple workloads using interference effect of resource allocation of additional workloads on performance TS Calmon, VM Gottin, EV Sousa US Patent 11,586,474, 2023 | 3 | 2023 |
| Initialization of resource allocation for a workload characterized using a regression model TS Calmon, VM Gottin, EV Sousa US Patent 11,327,801, 2022 | 3 | 2022 |
| Adaptive stochastic learning state compression for federated learning in infrastructure domains PN Da Silva, PA Ferreira, RNS Neto, TS Calmon, VM Gottin US Patent App. 16/892,746, 2021 | 3 | 2021 |
| Adaptive look-ahead configuration for prefetching data in input/output operations based on request size and frequency JF Dias, RT de Abreu Pinho, AB Prado, VM Gottin, TS Calmon, EV Sousa, ... US Patent 10,871,902, 2020 | 3 | 2020 |
| System and method for prediction based cache management JF Dias, RT de Abreu Pinho, AB Prado, VM Gottin, TS Calmon, O Martin US Patent App. 16/395,426, 2020 | 3 | 2020 |
| Global backup scheduler based on integer programming and machine learning TS Calmon, H de Oliveira Barbalho, EV Sousa US Patent App. 16/773,631, 2021 | 2 | 2021 |
| Control strategies for adaptive resource allocation in cloud computing TS Calmon, A Bhaya, O Diene, JF Passoni, VM Gottin, EV Sousa IFAC-PapersOnLine 53 (2), 7865-7871, 2020 | 2 | 2020 |
| Mapping telemetry data to states for efficient resource allocation EV Sousa, TS Calmon US Patent 11,983,573, 2024 | 1 | 2024 |
| Compression switching for federated learning PA Ferreira, PN Da Silva, TS Calmon, RNS Neto, VM Gottin US Patent 11,790,039, 2023 | 1 | 2023 |
