Embodiments disclosed are directed to ensuring resource compliance within a cloud-based environment. The embodiments include steps for performing both pre-provisioning and post-provisioning checks of resources, such as network protocols, prior to and after their deployment within the cloud-based environment. These steps include using bitemporal analysis to determine the impact of deploying resources within the environment through the use of multiple execution timelines where the impact of deploying a resource may be evaluated on an alternative timeline that does not change the current resource scope of the cloud-based environment. The analysis may further include tracking the impact of the resource after it has been deployed to ensure resource compliance.

A hybrid HTTP/UDP delivery protocol provides significant improvements for delivery of video and other content over a network, such as an overlay. The approach is especially useful to address problems (e.g., slow startup times, rebuffering, and low bitrates) for HTTP-based streaming. In general, the protocol has two phases: an HTTP phase, and a UDP phase. In the HTTP phase, the client sends an HTTP GET request to a server. The GET request contains a transport header informing the server that the client would like to use UDP-based transfer over the protocol. The server may refuse this mode and continue in ordinary HTTP mode, or the server may respond by sending an empty response with header information informing the client how to make the connection to enter the UDP phase. In the UDP phase, the client initiates a connection and receives the originally-requested content over UDP.

Methods, systems, and devices for determining a subset of users from among a set of users based on a set of received information associated with a photograph, where the disposition of the information is used to first determine the subset and then perform facial recognition on the subset of photographs for each user in order to accurately identify each user or users present in the photograph.

Embodiments disclosed are directed to an immutable database with a bitemporal ledger for storing transactions in timelines for maintaining a record of all events and resources within the system. The bitemporal ledger may store a sequence of transactions which include a plurality of transactions previously received by the data processing system in a temporal sequence up to a current time. A new transaction is received and may be appended to the sequence of transactions based on temporal metadata associated with the transaction are received, The temporal metadata may include a valid-from time and a created-at time.

Embodiments disclosed are directed to ensuring resource compliance within a cloud-based environment using a compliance system. The embodiments include steps for performing pre-provisioning checks of resources, such as network protocols, prior to their deployment within the cloud-based environment. The compliance system may include a number of components for performing the pre-provisioning check including a maintenance module, a collection module, and an evaluation module, which are used to evaluate the resource prior to deployment in the cloud-based environment.

Embodiments disclosed are directed to ensuring resource compliance within a cloud-based environment. The embodiments include steps for performing pre-provisioning checks of resources, such as network protocols, prior to their deployment within the cloud-based environment. These steps include using bitemporal analysis to determine the impact of deploying resources within the environment through the use of multiple execution timelines where the impact of deploying a resource may be evaluated on an alternative timeline that does not change the current resource scope of the cloud-based environment.

A method transmits a response message in response to an incoming message. A header portion of the incoming message is identical to a header portion of the response message. A payload of the incoming message is different from a payload of the response message. The method splits an incoming physical signal representing the incoming message into a first and a second copy. The first copy is provided to a transmitter system. Further, the method generates a signal and, based on determining that a message is received from at least part of the second copy, provides the generated signal to the transmitter system so that the generated signal is transmitted after at least part of the first copy's header part has been transmitted. The transmitted at least part of the first copy's header part and the transmitted generated signal together form a transmitted response signal representing the response message.

The present invention provides methods, apparatus and systems for improving a systems-level data rate on a communications link such as the orthogonal frequency division multiplexed multiple access (OFDMA) downlink used in WiFi and LTE cellular/wireless mobile data applications. The present invention preferably uses a form of multilevel coding and decoding known as tiled-building-block encoding/decoding. With the present invention, different receivers coupled to different parallel downlink channels with different channel qualities decode different received signal constellations at different levels of resolution. This allows the downlink of the OFDMA system to operate with a significantly higher data rate, thus eliminating existing inefficiencies in the downlink and significantly increasing system level bandwidth efficiency.

The present invention provides a methods, apparatus and systems for improving a systems-level data rate on a communications link such the orthogonal frequency division multiplexed multiple access (OFDMA) downlink used in used in WiFi and LTE cellular/wireless mobile data applications. The present invention preferably uses a form of multilevel coding and decoding known as tiled-building-block encoding/decoding. With the present invention, different receivers coupled to different parallel downlink channels with different channel qualities decode different received signal constellations at different levels of resolution. This allows the downlink of the OFDMA system to operate with a significantly higher data rate, thus eliminating existing inefficiencies in the downlink and significantly increasing system level bandwidth efficiency.

A data intake and query system collects performance data from client devices and host devices and stores the performance data in one or more indexes. The system is further configured to facilitate correlation of the performance data collected from the client devices and the separate performance data collected from the host devices. For example, based on a determination that one or more identifiers stored in a portion of performance data received from client devices match one or more identifiers stored in a portion of the performance data received from host devices, a data intake and query may determine that the data portions are related. The portions of performance data, for example, may correspond to events the data intake and query system derives from the performance data collected from both client devices and host devices.