Inventor

GOTTIN VINÍCIUS MICHEL

BR25 patents

⚠️ This page may combine multiple inventors who share the name “GOTTIN VINÍCIUS MICHEL”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.

GOTTIN VINÍCIUS MICHEL

EMC IP HOLDING CO LLC

In-memory dataflow execution with dynamic placement of cache operations

Methods and apparatus for evaluation of combinatorial processes using simulation and multiple parallel statistical analyses of real data

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

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

Predicting time-to-finish of a workflow using deep neural network with biangular activation functions

Methods and apparatus for data operation pre-processing with probabilistic estimation of operation value

Automatic combination of sub-process simulation results with dataset selection based on fitness under specific scenarios

Sequentiality characterization of input/output workloads

Simulation-based online optimization of workflows

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

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

Method and apparatus for characterizing workload sequentiality for cache policy optimization

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

Deep reinforcement learning for workflow optimization

Method and apparatus for dynamically adapting sizes of cache partitions in a partitioned cache

Workflow simulation using provenance data similarity and sequence alignment

Detection of resource bottlenecks in execution of workflow tasks using provenance data

Dataflow execution time estimation for in-memory distributed processing framework

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

In-memory dataflow execution with dynamic placement of cache operations and action execution ordering

EMC CORP

Database system and methods for domain-tailored detection of outliers, patterns, and events in data streams

Massively parallel processing (MPP) large-scale combination of time series data