Inventor

CALMON TIAGO SALVIANO

BR35 patents

Patents

35 patents

US10853720B1Dec 1, 2020

Traffic condition forecasting using matrix compression and deep neural networks

EMC IP HOLDING CO LLC16 citations84

US12159237B1Dec 3, 2024

Methods and apparatus for real-time anomaly detection over sets of time-series data

EMC IP HOLDING CO LLC5 citations74

US11361197B2Jun 14, 2022

Anomaly detection in time-series data using state inference and machine learning

EMC IP HOLDING CO LLC3 citations73

US11176488B2Nov 16, 2021

Online anomaly detection using pairwise agreement in heterogeneous model ensemble

EMC IP HOLDING CO LLC4 citations72

US10871902B2Dec 22, 2020

Adaptive look-ahead configuration for prefetching data in input/output operations based on request size and frequency

EMC IP HOLDING CO LLC2 citations72

US12099933B2Sep 24, 2024

Resource allocation and provisioning in a multi-tier edge-cloud virtualization environment

EMC IP HOLDING CO LLC5 citations65

US12361315B2Jul 15, 2025

Fast converging gradient compressor for federated learning

EMC IP HOLDING CO LLC1 citations62

US11567807B2Jan 31, 2023

Allocation of shared computing resources using source code feature extraction and machine learning

EMC IP HOLDING CO LLC1 citations62

US11893817B2Feb 6, 2024

Method and system for generating document field predictions

EMC IP HOLDING CO LLC1 citations61

US11513961B2Nov 29, 2022

Online heuristic sequentiality detection over input/output streams for cache systems in large address spaces

EMC IP HOLDING CO LLC0 citations61

US11488045B2Nov 1, 2022

Artificial intelligence techniques for prediction of data protection operation duration

EMC IP HOLDING CO LLC0 citations61

US11436094B2Sep 6, 2022

Efficient method to build a backup scheduling plan for a server

EMC IP HOLDING CO LLC0 citations61

US11349728B2May 31, 2022

Dynamic resource allocation based on fingerprint extraction of workload telemetry data

EMC IP HOLDING CO LLC0 citations61

US11327801B2May 10, 2022

Initialization of resource allocation for a workload characterized using a regression model

EMC IP HOLDING CO LLC1 citations61

US11146504B2Oct 12, 2021

Market-based distributed resource allocation for edge-cloud systems

EMC IP HOLDING CO LLC1 citations54

US11461145B2Oct 4, 2022

Building neural networks for resource allocation for iterative workloads using reinforcement learning

EMC IP HOLDING CO LLC0 citations51

US11436056B2Sep 6, 2022

Allocation of shared computing resources using source code feature extraction and clustering-based training of machine learning models

EMC IP HOLDING CO LLC0 citations51

US11366697B2Jun 21, 2022

Adaptive controller for online adaptation of resource allocation policies for iterative workloads using reinforcement learning

EMC IP HOLDING CO LLC0 citations51

US11762895B2Sep 19, 2023

Method and system for generating and assigning soft labels for data node data

EMC IP HOLDING CO LLC0 citations50

US11663243B2May 30, 2023

System and method for object detection

EMC IP HOLDING CO LLC0 citations50

US11625285B2Apr 11, 2023

Assigning workloads in a multi-node processing environment using feedback from each node

EMC IP HOLDING CO LLC0 citations50

US11586474B2Feb 21, 2023

Adaptation of resource allocation for multiple workloads using interference effect of resource allocation of additional workloads on performance

EMC IP HOLDING CO LLC0 citations50

US11113171B2Sep 7, 2021

Early-convergence detection for online resource allocation policies for iterative workloads

EMC IP HOLDING CO LLC0 citations50

US11790039B2Oct 17, 2023

Compression switching for federated learning

EMC IP HOLDING CO LLC0 citations49

US11403525B2Aug 2, 2022

Using reinforcement learning to dynamically tune cache policy parameters

EMC IP HOLDING CO LLC0 citations49

US11403183B2Aug 2, 2022

Iterative integer programming with load balance for cyclic workloads

EMC IP HOLDING CO LLC0 citations49

US11379313B2Jul 5, 2022

Efficient method for generating asset backup scheduling plans

EMC IP HOLDING CO LLC0 citations49

US11360862B2Jun 14, 2022

System and method for managing backup operations of storage devices in a backup storage system using cluster evaluations based on usage telemetry

EMC IP HOLDING CO LLC0 citations49

US11983573B2May 14, 2024

Mapping telemetry data to states for efficient resource allocation

EMC IP HOLDING CO LLC0 citations48

US11625616B2Apr 11, 2023

Locality-aware compressor-decompressor for keeping prediction models up-to-date in resource constrained networks

EMC IP HOLDING CO LLC0 citations48

US11868810B2Jan 9, 2024

Resource adaptation using nonlinear relationship between system performance metric and resource usage

EMC IP HOLDING CO LLC0 citations41

CALMON TIAGO SALVIANO

Patents

Traffic condition forecasting using matrix compression and deep neural networks

Methods and apparatus for real-time anomaly detection over sets of time-series data

Anomaly detection in time-series data using state inference and machine learning

Online anomaly detection using pairwise agreement in heterogeneous model ensemble

Adaptive look-ahead configuration for prefetching data in input/output operations based on request size and frequency

Framework for rapidly prototyping federated learning algorithms

Method and apparatus for optimizing performance of a storage system

Relevance decay for time-based evaluation of machine learning applications

Data centric resource management for edge cloud systems

Resource allocation and provisioning in a multi-tier edge-cloud virtualization environment

Fast converging gradient compressor for federated learning

Allocation of shared computing resources using source code feature extraction and machine learning

Method and system for generating document field predictions

Online heuristic sequentiality detection over input/output streams for cache systems in large address spaces

Artificial intelligence techniques for prediction of data protection operation duration

Efficient method to build a backup scheduling plan for a server

Dynamic resource allocation based on fingerprint extraction of workload telemetry data

Initialization of resource allocation for a workload characterized using a regression model

Market-based distributed resource allocation for edge-cloud systems

Building neural networks for resource allocation for iterative workloads using reinforcement learning

Allocation of shared computing resources using source code feature extraction and clustering-based training of machine learning models

Adaptive controller for online adaptation of resource allocation policies for iterative workloads using reinforcement learning

Method and system for generating and assigning soft labels for data node data

System and method for object detection

Assigning workloads in a multi-node processing environment using feedback from each node

Adaptation of resource allocation for multiple workloads using interference effect of resource allocation of additional workloads on performance

Early-convergence detection for online resource allocation policies for iterative workloads

Compression switching for federated learning

Using reinforcement learning to dynamically tune cache policy parameters

Iterative integer programming with load balance for cyclic workloads

Efficient method for generating asset backup scheduling plans

System and method for managing backup operations of storage devices in a backup storage system using cluster evaluations based on usage telemetry

Mapping telemetry data to states for efficient resource allocation

Locality-aware compressor-decompressor for keeping prediction models up-to-date in resource constrained networks

Resource adaptation using nonlinear relationship between system performance metric and resource usage