Core Scientific, Inc.

Advanced Micro Devices Corporation

Wideorbit Inc.

Microsoft Technology Licensing, LLC

Core Scientific Operating Company

Ian Ferreira

Ganesh Balakrishnan

Evan Adams

Carla Cortez

Brian M Burdick

Max Alt

Geoffrey P Coco

Brian Edward Thoman

Paul Jaffe

Alfred Lawrence Shiels

Sean Trigony

Tyler Wallace Box

Ewa Dominowska

Kristy-Leigh Anne Minehan

Eric Hullander

David Bridges

Alexander Meyer

Paulo R Pereira De Souza

Jorge Sevilla Cedillo

Ola Tiverman

Stacey N Young

A system including a management application and a satellite container. The management application is configured to manage workload operations of a customer computer cluster and a plurality of third-party compute systems. The satellite container and a customer computer cluster are on a customer network. Further, the satellite container is configured to: provide configuration data of the local computer cluster and authorization data to the management application; provide a first data request to the management application; receive workload data from the management application in response to the first data request; and convey the workload data from the satellite to the local computer cluster. The management application is outside the customer network.

Workload data transfer system and method

A system and method for providing automatic interactive access to headless cluster managers by combining two different resource managers with different capabilities. Hybrid cluster deployments are created, and interactive access is automatically provided to headless cluster managers by using one framework, which supports interactive access, to access the other framework, which does not natively support interactive access. A client in a first framework may create a secure connection from the first framework to a node in a second framework and then pass interactive users requests such as requests for data from storage through the first framework and the secure connection to the node in the second framework, which can access storage.

Interactive access to headless cluster managers

A method for configuring replicas in a distributed computing system is disclosed. In one example embodiment, a plurality of replicas with associated bootstrap modules may be created. The same bootstrap module code may be used for each replica, thereby simplifying configuration. Using the bootstrap module, the replicas may automatically configure themselves and self-assign a role for a set of predetermined roles such as master and worker. The bootstrap module may check a predetermined location such as a shared network folder for earlier registration entries and then self-select based on the remaining available roles. The bootstrap module may also store its own registration entry to inform subsequent replicas of the role and network address for the current replica so that they may self-configure correctly.

Autonomous organization and role selection of homogenous workers

A method for automated switching of workloads on computing devices to increase returns such as rewards or transaction fees in a cryptocurrency blockchain network is disclosed. A plurality of signals impacting the profitability of mining for a plurality of different cryptocurrencies and plurality of different mining pools are monitored. In response to the plurality of signals indicating a different cryptocurrency and mining pool combination is more profitable, the computing device workload is automatically switched. Switching cost may be calculated and used to prevent unprofitable switches. The signals may be used to train a machine learning model that may be used to predict future profitability for automatic switching.

Switching of workloads according to switchover cost

Systems and methods for providing an advertisement marketplace where buyers and sellers can trade linear mediacast advertisement inventory programmatically at local, national, and/or worldwide levels. The marketplace system may include a seller-controlled marketplace system which connects sellers with buyers and offers revenue management tools for optimizing yields across direct and programmatic channels. The advertisement inventory is bought and sold as canonical inventory units which group similar but discrete advertisement slots together. The marketplace system may include a real-time bidding (RTB) adapter through which digital advertising buyers may place bids for such inventory units using standard protocols utilized in digital RTB systems.

Systems, methods and articles to facilitate interoperability between advertising inventory channels

Systems and methods for reporting health status for a plurality of computing devices such as within a data center are disclosed. A management device connected to the computing devices via a network executes a management application that periodically requests and receives status data from the computing devices. A pool checker may be used to track corresponding pool status data, and an environment checker may periodically request and receive environmental data from environmental sensors for temperature, humidity, and audio. A report generator creates health reports and assigns device health classifications based on the device status data, the environmental data, and the pool health data. The data may be associated with one or more locations and customers, permitting filtering of the report.

Health reporting for computing devices

Systems and methods for providing an advertisement marketplace where buyers and sellers can trade mediacast advertisement inventory programmatically at local, national, and/or worldwide levels. The marketplace system may include a seller-controlled marketplace system which connects sellers with buyers and offers revenue management tools for optimizing yields across direct and programmatic channels. The advertisement inventory is bought and sold as canonical inventory units which group similar but discrete advertisement slots together. The marketplace system may include a seller side platform (SSP) for sellers through which sellers can access demand across multiple sales channels and can make advertisement inventory available and accept or reject bids based on marketplace demand.

Systems, methods and articles to facilitate selling of advertising inventory

A system and method for efficiently creating and managing application instances in distributed computing systems is disclosed. Controls are presented for specifying an application for instantiation, a data file for use with the application, and a destination for results from the application. Application resources and topology may be recommended to the user based on prior application execution, and CPU, GPU, and interconnect parameters such as bandwidth and latency. The controls may enable to user to customize the recommendations prior to automated instantiation based on the user's needs, such as whether the application is to be run in batch mode or interactive mode.

Instance creation in a computing system

A management device for managing a plurality of computing devices in a data center may comprise a network interface, a first module that periodically sends health status queries to the computing devices via the network interface, a second module configured to receive responses to the health status queries and collect and store health status data for the computing devices, a third module configured to create support tickets, and/or a fourth module configured to (i) create and periodically update a Cox proportional hazards (CPH) model based on the health status data; (ii) apply a deep neural network (DNN) to the input of the CPH model; (iii) determine a probability of failure for each computing device; (iv) compare each probability of failure with a threshold; and (v) cause the third module to generate a pre-failure support ticket for each computing device having determined probabilities of failure above the threshold.

Automatic repair of computing devices in a data center

Systems and methods for providing an advertisement platform where buyers and sellers can trade advertisement inventory programmatically at local, national, and/or worldwide levels. The advertisement platform server system may include an advertiser facing interface which permits advertisers to generate a request for orders (RFO) for an advertisement campaign which spans multiple advertisement channels. The RFO may be automatically provided to numerous media content providers, which may place committed orders which are to be autonomously accepted upon satisfaction of at least one condition of the RFO, such as a minimum budget. Once the committed orders are accepted, the advertisements may be routed to a traffic management system for publishing.

Systems, methods and articles to facilitate cross-channel programmatic purchasing of advertising inventory

A system and method for efficiently creating and managing application instances in distributed computing systems is disclosed. Controls are presented for specifying an application for instantiation, a data file for use with the application, and a destination for results from the application. Based on user input, graphical representations of available system resources in the distributed computing system are presented along with a logical topology for application instance creation to permit efficient user mapping of application primitives to available system resources. To further improve the user's ability to map, a hierarchical presentation of nodes illustrating resource and interconnection attributes may also be presented, and an error checking process may be performed to detect problems and offer suggested corrections based on application requirements and performance data collected from prior application executions.

Application mapping to system resources for instance creation

A system and method for automating management and repair of a plurality of computing devices located in a data center is disclosed. Health status queries are issued for one or more of the computing devices. If responses not indicative of good device health are received, one or more repair instructions are automatically sent to the unhealthy computing device to repair the computing device by moving it to an acceptable state. If the repair instructions are not successful, a support ticket is automatically generated for the corresponding computing device or devices. Problematic statuses across areas of the data center may be detected and ticketed in addition to individual problematic devices. So-called repeat offender devices may be detected and ticketed even if the repair instructions are successful.

Media and methods are provided for creating and operating a keyword expression language. Syntax is generated as an abbreviation to represent a list of keywords. The syntax is executed as part of the keyword expression language to provide keywords. The syntax includes tokens that substitute for groups of information. Advertisers generate syntax which is subsequently used by a third-party to match to search queries and ads. The third-party may also generate keywords to match to the search queries and ads. The keywords are used to trigger advertising over the Internet.

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Issaquah, WA, United States of America

Ian Ferreira