Systems and methods for multi-client content delivery
In some aspects, the disclosure is directed to methods and systems for synchronized multi-client content delivery, and a content selection system based on individual and aggregated scores for the content items, to generate bundles or sets of content items having approximately corresponding scores. Server timers and local timers on client devices may be synchronized via notifications, and timer durations dynamically adjusted when client requests and responses are sent prior to client-side timer expiration, but received after server-side timer expiration, indicating communication latency has caused desynchronization. Timers may be adjusted on a global basis or per-client device basis. Through scoring and bundling, sets of content items that may be relevant to approximately an equal share of the recipient client devices may be selected and transmitted.
1 . A system, comprising:
one or more processors to:
receive, from a server, a content item corresponding to an event window of a live event, the event window corresponding to a server timer maintained by the server;
initiate, upon receipt of the content item, a local timer corresponding to the event window;
responsive to detecting an interaction within a threshold of the local timer, transmit, to the server, a first communication corresponding to the content item, the first communication comprising a receipt time of the content item and specifying a wager for the event window; and
present, based on a second communication from the server, an indication that processing of the wager specified in the first communication is restricted responsive to the server determining that the first communication arrived past an expiration of a server timer plus an offset that is computed based on a difference between a transmission time of the first communication and the receipt time of the first communication.
2 . The system of claim 1 , wherein the content item is included in a transmission, the transmission comprising a transmission time and an identification of the event window.
3 . The system of claim 1 , wherein the one or more processors are further configured to receive an indication that an account has been updated based on the processing of the first communication being restricted.
4 . The system of claim 1 , wherein the one or more processors are configured to:
receive a second content item corresponding to a second event window;
transmit a third communication corresponding to the second content item; and
present an indication that the third communication is processed by the server based on the third communication arriving at the server within the second event window.
5 . The system of claim 4 , wherein the one or more processors are configured to:
receive an indication that an account is updated based on the third communication being processed by the server.
6 . The system of claim 1 , wherein the one or more processors are further configured to:
receive, from the server, a second content item corresponding to a second event window and a second server timer;
receive a synchronization notification identifying a transmission time of the second content item;
determine a local offset based on the transmission time of the second content item and a corresponding receipt time of a synchronization notification; and
execute a second local timer based on the second event window and the local offset.
7 . The system of claim 6 , wherein the one or more processors are further configured to:
determine that the second local timer has expired; and
transmit a notification to the server indicating that the local timer has expired.
8 . The system of claim 6 , wherein the one or more processors are further configured to:
receive, from the server, a second synchronization notification indicating an expiration of the second server timer; and
stopping the second local timer based on the second synchronization notification.
9 . The system of claim 8 , wherein the one or more processors are to:
receive a second interaction with the second content item following expiration of the second local timer; and
restrict transmission of a communication corresponding to the second interaction based on the expiration of the second local timer.
10 . The system of claim 1 , wherein the one or more processors are further configured to present the content item according to the local timer during the event window.
11 . A method comprising:
receiving, by one or more processors coupled to non-transitory memory, from a server, a content item corresponding to an event window of a live event, the event window corresponding to a server timer maintained by the server;
initiating, by the one or more processors, upon receipt of the content item, a local timer corresponding to the event window;
responsive to detecting an interaction within a threshold of the local timer, transmitting, by the one or more processors, to the server, a first communication corresponding to the content item, the first communication comprising a receipt time of the content item and specifying a wager for the event window; and
presenting, by the one or more processors, based on a second communication from the server, an indication that processing of the wager specified in the first communication is restricted responsive to the server determining that the first communication arrived past an expiration of a server timer plus an offset that is computed based on a difference between a transmission time of the first communication and the receipt time of the first communication.
12 . The method of claim 11 , wherein receiving the content item includes receiving the content item in a transmission comprising a transmission time and an identification of the event window.
13 . The method of claim 11 , further comprising:
receiving, by the one or more processors, an indication that an account has been updated based on the processing of the first communication being restricted.
14 . The method of claim 11 , further comprising:
receiving, by the one or more processors, a second content item corresponding to a second event window;
transmitting, by the one or more processors, a third communication corresponding to the second content item; and
presenting, by the one or more processors, an indication that the third communication is processed by the server based on the third communication arriving at the server within the second event window.
15 . The method of claim 14 , further comprising receiving, by the one or more processors, an indication that an account is updated based on the third communication being processed by the server.
16 . The method of claim 11 , further comprising:
receiving, by the one or more processors, from the server, a second content item corresponding to a second event window and a second server timer;
receiving a synchronization notification identifying a transmission time of the second content item;
determining, by the one or more processors, a local offset based on the transmission time of the second content item and a corresponding receipt time of a synchronization notification; and
executing, by the one or more processors, a second local timer based on the second event window and the local offset.
17 . The method of claim 16 , further comprising:
determining, by the one or more processors, that the second local timer has expired; and
transmitting, by the one or more processors, a notification to the server indicating that the local timer has expired.
18 . The method of claim 16 , further comprising:
receiving, by the one or more processors, from the server, a second synchronization notification indicating an expiration of the second server timer; and
stopping, by the one or more processors, the second local timer based on the second synchronization notification.
19 . The method of claim 18 , further comprising:
receiving, by the one or more processors, a second interaction with the second content item following expiration of the second local timer; and
restricting, by the one or more processors, transmission of a communication corresponding to the second interaction based on the expiration of the second local timer.
20 . The method of claim 11 , further comprising presenting, by the one or more processors, the content item according to the local timer during the event window.