Technologies for providing shared memory for accelerator sleds includes an accelerator sled to receive, with a memory controller, a memory access request from an accelerator device to access a region of memory. The request is to identify the region of memory with a logical address. Additionally, the accelerator sled is to determine from a map of logical addresses and associated physical address, the physical address associated with the region of memory. In addition, the accelerator sled is to route the memory access request to a memory device associated with the determined physical address.

Technologies for providing shared memory for accelerator sleds includes an accelerator sled to receive, with a memory controller, a memory access request from an accelerator device to access a region of memory. The request is to identify the region of memory with a logical address. Additionally, the accelerator sled is to determine from a map of logical addresses and associated physical address, the physical address associated with the region of memory. In addition, the accelerator sled is to route the memory access request to a memory device associated with the determined physical address.

Embodiments of the present disclosure disclose a method for responding to a resource request, a redirect server, and a decision delivery server. The redirect server classifies a first resource request from a client based on a first screening rule (201), and responds to the first resource request determined to be of an unprocessable type, to enable the client to send a second resource request to the decision delivery server (202). The decision delivery server determines, based on a second screening rule, whether the second resource request from the client is of a serviceable type (203), and performs proxy acceleration for the second resource request if it is determined the second resource request is of the serviceable type (204).

Embodiments of the present disclosure disclose a method for responding to a resource request, a redirect server, and a decision delivery server. The redirect server classifies a first resource request from a client based on a first screening rule (201), and responds to the first resource request determined to be of an unprocessable type, to enable the client to send a second resource request to the decision delivery server (202). The decision delivery server determines, based on a second screening rule, whether the second resource request from the client is of a serviceable type (203), and performs proxy acceleration for the second resource request if it is determined the second resource request is of the serviceable type (204).

A method of batch and scheduler migration assesses a batch job, scans it's scheduling mechanism and components, ascertains a quantum change for migrating the batch job to a target batch service and forecasts an assessment statistic that provides at least one functional readiness and a timeline to complete the migration of the batch job. The method generates a transformed batch job structure by breaking the batch job according to the target batch service while retaining the scheduling mechanism. Further, it updates containerized batch service components of the target batch service as per the forecasted assessment statistic and the transformed batch job structure, and migrates the batch job to the target batch service by re-platforming the updated containerized batch service components.

Disclosed are various examples for providing network content filtering to client devices on a per-application basis. A network stack receives a request from an application to connect to a network service. The network stack then determines the identity of the application. Based at least in part on the identity of the application, the network stack initiates a network connection between the application and the network service using or without using a managed network tunnel.

Disclosed are various examples for providing network content filtering to client devices on a per-application basis. A network stack receives a request from an application to connect to a network service. The network stack then determines the identity of the application. Based at least in part on the identity of the application, the network stack initiates a network connection between the application and the network service using or without using a managed network tunnel.

A method for fetching a content from a web server to a client device is disclosed, using tunnel devices serving as intermediate devices. The tunnel device is selected based on an attribute, such as IP Geolocation. A tunnel bank server stores a list of available tunnels that may be used, associated with values of various attribute types. The tunnel devices initiate communication with the tunnel bank server, and stays connected to it, for allowing a communication session initiated by the tunnel bank server. Upon receiving a request from a client to a content and for specific attribute types and values, a tunnel is selected by the tunnel bank server, and is used as a tunnel for retrieving the required content from the web server, using standard protocol such as SOCKS, WebSocket or HTTP Proxy. The client only communicates with a super proxy server that manages the content fetching scheme.

A method for fetching a content from a web server to a client device is disclosed, using tunnel devices serving as intermediate devices. The tunnel device is selected based on an attribute, such as IP Geolocation. A tunnel bank server stores a list of available tunnels that may be used, associated with values of various attribute types. The tunnel devices initiate communication with the tunnel bank server, and stays connected to it, for allowing a communication session initiated by the tunnel bank server. Upon receiving a request from a client to a content and for specific attribute types and values, a tunnel is selected by the tunnel bank server, and is used as a tunnel for retrieving the required content from the web server, using standard protocol such as SOCKS, WebSocket or HTTP Proxy. The client only communicates with a super proxy server that manages the content fetching scheme.

A computer-implemented, network-connected content recommender generating content recommendations for a plurality of content servers hosted by one or more customers, the content recommender comprising: one or more processors; a memory storing instruction that, when executed by the one or more processors, cause the recommender to perform operations comprising: receiving a plurality of content recommendation requests from a querying one of said customer content servers via a plurality of input streams, each input stream including a data repository; outputting data, from the memory, associated with the content recommendation requests; receiving some or all of the data associated with said content recommendation requests; generating a first model-specific recommendation result from a first set of the plurality of received data; generating a second model-specific recommendation result from a second set of the plurality of received data; combining the first model-specific recommendation results with the second model-specific results to generate an ensemble recommendation result; and transmitting the ensemble result from the content recommender to said querying customer content server.