Predictive computing resource allocation for distributed environments

EB Gonzalez, SE Harrington, H Mcgregor… - US Patent …, 2018 - Google Patents
For predictive computing resource allocation in a distributed environment, a model module
generating a model of computing resource usage in a distributed computer system having a …

Workload aware storage platform

B Tremblay, K Kozubal, LI Wubin - US Patent 10,579,272, 2020 - Google Patents
(57) ABSTRACT A node is provided. The node includes a receiver configured to receive
data from an application. The data includes at least one of an expected workload on a …

Artificial intelligence and machine learning infrastructure

B Gold, E Watkins, I Jibaja, I Ostrovsky… - US Patent 10,649,988, 2020 - Google Patents
An artificial intelligence and machine learning infrastructure system, including: one or more
storage systems comprising, respectively, one or more storage devices; and one or more …

Data transformation caching in an artificial intelligence infrastructure

B Gold, E Watkins, I Jibaja, I Ostrovsky… - US Patent 10,671,435, 2020 - Google Patents
Data transformation caching in an artificial intelligence infrastructure that includes one or
more storage systems and one or more graphical processing unit ('GPU') servers, including …

Predictive analytics for storage tiering and caching

EB Gonzalez, SE Harrington, H Mcgregor… - US Patent …, 2018 - Google Patents
Various embodiments for data management across a multiple-tiered storage organization by
a processor. Data operations performed across the multiple-tiered storage organization are …

Storage based artificial intelligence infrastructure

B Gold, E Watkins, I Jibaja, I Ostrovsky… - US Patent 10,671,434, 2020 - Google Patents
Data transformation offloading in an artificial intelligence infrastructure that includes one or
more storage systems and one or more graphical processing unit ('GPU') servers, including …

Electronic device and method for managing memory of electronic device

YUN Sunghwan, S Kim - US Patent App. 14/799,974, 2016 - Google Patents
(57) ABSTRACT A method for managing a memory of an electronic device is provided. The
method includes the operations of analyzing data to be stored, determining a memory to …

Data transformation delegation for a graphical processing unit ('GPU') server

B Gold, E Potyraj, I Jibaja, I Ostrovsky… - US Patent 11,210,140, 2021 - Google Patents
Data transformation offloading in an artificial intelligence infrastructure that includes one or
more storage systems and one or more graphical processing unit (“GPU') servers, including …

Batch building for deep learning training workloads

E Potyraj, B Gold - US Patent 11,455,168, 2022 - Google Patents
Batch building for artificial intelligence workflows, including: issuing, responsive to a request
for a batch of data objects, requests to a data repository for multiple data objects stored …

Data transformation for a machine learning model

B Gold, E Watkins, I Jibaja, I Ostrovsky… - US Patent 11,556,280, 2023 - Google Patents
US11556280B2 - Data transformation for a machine learning model - Google Patents
US11556280B2 - Data transformation for a machine learning model - Google Patents Data …