System and method for managing storage and use of biosystem on a chip data

    公开(公告)号:US12032612B2

    公开(公告)日:2024-07-09

    申请号:US17872969

    申请日:2022-07-25

    IPC分类号: G06F16/33

    CPC分类号: G06F16/334

    摘要: Methods and systems for storing and managing biosystem on a chip data disclosed. To store the data, operation data from the biosystem on a chip may be stored in a database. To manage use of the stored data, a graph representation of the biosystem on a chip. The nodes of the graph representation may correspond to the architectural features of the biosystem on a chip. The edges between the nodes may be based on whether the corresponding architectural features are in communication with one another. Each of the nodes may be associated with pointers that point to portions of the operation data in the database that is relevant to the architecture feature associated with the respective node.

    SYSTEM AND METHOD FOR MANAGING STORAGE AND USE OF BIOSYSTEM ON A CHIP DATA

    公开(公告)号:US20240028628A1

    公开(公告)日:2024-01-25

    申请号:US17872969

    申请日:2022-07-25

    IPC分类号: G06F16/33

    CPC分类号: G06F16/334

    摘要: Methods and systems for storing and managing biosystem on a chip data disclosed. To store the data, operation data from the biosystem on a chip may be stored in a database. To manage use of the stored data, a graph representation of the biosystem on a chip. The nodes of the graph representation may correspond to the architectural features of the biosystem on a chip. The edges between the nodes may be based on whether the corresponding architectural features are in communication with one another. Each of the nodes may be associated with pointers that point to portions of the operation data in the database that is relevant to the architecture feature associated with the respective node.

    Orchestrating distribution of function as a service (FaaS) workloads to autonomous storage systems

    公开(公告)号:US11816341B2

    公开(公告)日:2023-11-14

    申请号:US17577651

    申请日:2022-01-18

    IPC分类号: G06F3/06

    摘要: A Function as a Service (FaaS) distribution system is configured to implement FaaS as a Service (FaaSaaS), enabling autonomous storage systems to be used as FaaS providers during periods where the storage systems are not being used at full capacity to process primary workloads. The FaaS distribution system receives functions from FaaS consumers, and selects a FaaS provider from a set of autonomous storage systems currently able to process FaaS workloads. The FaaS distribution system selects FaaS providers based on an expected execution time of the function and expected execution times of other functions executing on particular FaaS providers, to preferentially select a FaaS provider that is currently running an instance of the function, and to preferentially select a FaaS provider that has other functions that are current executing that are not expected to finish execution at the same time the current function is expected to complete execution.

    Data compression based on co-clustering of multiple parameters for AI training

    公开(公告)号:US11714834B2

    公开(公告)日:2023-08-01

    申请号:US17581127

    申请日:2022-01-21

    IPC分类号: H03M7/00 G06F16/28 G06N20/00

    CPC分类号: G06F16/285 G06N20/00

    摘要: Co-clustering of at least some parameters is employed to reduce data transferred between edge and cloud resources. Single-parameter cluster information, including cluster counts, for each of two or more parameters of interest is accessed. Each parameter may represent a time series of numeric values sent from an IoT unit to an edge device. A co-clustering ratio is determined for each unique parameter pair. The co-clustering ratio indicates whether the number of clusters produced by a co-clustering algorithm applied to a group of parameters is less than the number of clusters required to represent the parameters without co-clustering. Co-cluster groups may be identified based on the cluster ratios. For each co-cluster group, the co-clustering algorithm may be invoked to produce compressed encodings of numeric value tuples. The compressed encoding is then transmitted to a cloud computing resource and decoded into a tuple of surrogate values.

    Orchestrating Distribution of Function as a Service (FaaS) Workloads to Autonomous Storage Systems

    公开(公告)号:US20230229322A1

    公开(公告)日:2023-07-20

    申请号:US17577651

    申请日:2022-01-18

    IPC分类号: G06F3/06

    摘要: A Function as a Service (FaaS) distribution system is configured to implement FaaS as a Service (FaaSaaS), enabling autonomous storage systems to be used as FaaS providers during periods where the storage systems are not being used at full capacity to process primary workloads. The FaaS distribution system receives functions from FaaS consumers, and selects a FaaS provider from a set of autonomous storage systems currently able to process FaaS workloads. The FaaS distribution system selects FaaS providers based on an expected execution time of the function and expected execution times of other functions executing on particular FaaS providers, to preferentially select a FaaS provider that is currently running an instance of the function, and to preferentially select a FaaS provider that has other functions that are current executing that are not expected to finish execution at the same time the current function is expected to complete execution.

    Minimizing cost of disk fulfillment

    公开(公告)号:US11681438B2

    公开(公告)日:2023-06-20

    申请号:US17334523

    申请日:2021-05-28

    摘要: A system can determine to produce a storage device for a user identity indicative of a user. The system can determine a number of extra disks to include with the storage device as part of the production, the extra disks enabling further storage capacity for the storage device beyond a specified storage capacity, the determining of the number of extra disks being based on data from a group of data, the group of data comprising first cost data representative of a first cost associated with including the second number of extra disks, probability data representative of a probability that the further storage capacity beyond the specified storage capacity will be requested during a defined time period after the production, and second cost data representative of a second cost associated with installing the second number of extra disks after the storage device has been delivered to the user site.

    System and method for managing transition between inference models across multiple data processing systems

    公开(公告)号:US11989172B2

    公开(公告)日:2024-05-21

    申请号:US17863027

    申请日:2022-07-12

    IPC分类号: G06F16/23

    CPC分类号: G06F16/2379

    摘要: Methods and systems for seamlessly changing over between inference models are disclosed. The inference models may be distributed across multiple data processing systems. Provide a seamless changeover, updated inference models and original inference models may be managed in accordance with an update framework. The update framework may ensure that the original inference model continues to operate until all of the portions of the updated inference model are in place and ready to operate. During the update process, the update framework may ensure that redundancy goals continue to be met so that failures of some of the data processing systems are not be fatal to continued operation of at least one of the inference models, such as the original or updated inference model.

    Two-hierarchy file system
    9.
    发明授权

    公开(公告)号:US11947501B2

    公开(公告)日:2024-04-02

    申请号:US17507678

    申请日:2021-10-21

    摘要: A system can establish a primary file system on a block array of computer storage, wherein the block array comprises a range of addresses, wherein the primary file system is configured to address the range of addresses. The system can establish a shadowed file system on the block array, wherein the shadowed file system is configured to access portions of the block array that are unused by the primary file system. The system can, in response to receiving a request to write data to the primary file system, and in response to determining that an amount of the block array utilized by the primary file system is full, transfer a first portion of the block array utilized by the shadowed file system to the primary file system.