Abstract: Dynamic header bidding configuration is disclosed. For example, ad slot entries associated with ad slots in a web content, further associated with ad identifiers and ad sizes are received. Header bidding partners associated with an ad slot entry are received, each partner associated with a parameter. The partners, parameters, ad slot entries, ad identifiers, and ad sizes are recorded as a configuration associated with the web content. A script associated with the configuration, further associated with a page of the web content including an ad slot associated with the ad slot entry is generated. The configuration is sent to a client device that invokes the script by loading the first page, and an ad from a partner is displayed in an ad impression of the ad slot on the client device based on a response to a notice sent to at least two partners.

Abstract: Efficient translation and load balancing of bid requests is disclosed. For example, a first network interface receives a notice from a publisher and triggering a first interrupt on a first processor. The first processor processes the first interrupt and provides the notice to a notice queue. A request translator executing on a distinct second processor translates the notice into a request. A request router sends the request to an advertiser through a selected network interface, which receives a first response triggering a second interrupt on a third processor. The second processor processes the second interrupt and provides the first response to a response queue. A response translator executing on the second processor translates the first response into an offer, which is sent to the publisher through the first network interface. Meanwhile, a second network interface triggers a third interrupt on a fourth processor after receiving a second response.

Abstract: Dynamic header bidding configuration is disclosed. For example, ad slot entries associated with ad slots in a web content, further associated with ad identifiers and ad sizes are received. Header bidding partners associated with an ad slot entry are received, each partner associated with a parameter. The partners, parameters, ad slot entries, ad identifiers, and ad sizes are recorded as a configuration associated with the web content. A script associated with the configuration, further associated with a page of the web content including an ad slot associated with the ad slot entry is generated. The configuration is sent to a client device that invokes the script by loading the first page, and an ad from a partner is displayed in an ad impression of the ad slot on the client device based on a response to a notice sent to at least two partners.

Abstract: Dynamic advertisement routing is disclosed. For example, a plurality of internet protocol (“IP”) addresses associated with respective plurality of target nodes is stored in a routing pool. Each IP address in the routing pool is pinged through each of first and second load balancer network interfaces. Network routes associated with target nodes are updated based on a first plurality of ping responses. Communications sessions are established with target nodes through respective network routes. IP addresses are pinged and respective latencies in a latency cache are updated based on a second plurality of ping responses. A first request directed to the plurality of target nodes is received and is determined to be sent to a first target node based on the latency cache forwarded to the first target node via the first network route.

Abstract: Individualized connectivity based request handling is disclosed. For example, a content source is accessed by a client device and a load balancer executes on a processor to receive a first request based on the client device accessing the content source. A first session variable is set to a first value in a first session and a first latency to the client device is measured. A first plurality of target nodes is selected based on the first session variable. A first plurality of messages is sent to the first plurality of target nodes. A second request is received from the client device after the first session expires, starting a second session. The first session variable is set to a different second value in the second session. A second plurality of messages is sent to a second plurality of target nodes different from the first plurality of target nodes.

Abstract: Individualized connectivity based request handling is disclosed. For example, a content source is accessed by a client device and a load balancer executes on a processor to receive a first request based on the client device accessing the content source. A first session variable is set to a first value in a first session and a first latency to the client device is measured. A first plurality of target nodes is selected based on the first session variable. A first plurality of messages is sent to the first plurality of target nodes. A second request is received from the client device after the first session expires, starting a second session. The first session variable is set to a different second value in the second session. A second plurality of messages is sent to a second plurality of target nodes different from the first plurality of target nodes.

Abstract: Efficient translation and load balancing of bid requests is disclosed. For example, a first network interface receives a notice from a publisher and triggering a first interrupt on a first processor. The first processor processes the first interrupt and provides the notice to a notice queue. A request translator executing on a distinct second processor translates the notice into a request. A request router sends the request to an advertiser through a selected network interface, which receives a first response triggering a second interrupt on a third processor. The second processor processes the second interrupt and provides the first response to a response queue. A response translator executing on the second processor translates the first response into an offer, which is sent to the publisher through the first network interface. Meanwhile, a second network interface triggers a third interrupt on a fourth processor after receiving a second response.

Abstract: Individualized connectivity based request handling is disclosed. For example, a content source is accessed by a client device and a load balancer executes on a processor to receive a first request based on the client device accessing the content source. A first session variable is set to a first value in a first session and a first latency to the client device is measured. A first plurality of target nodes is selected based on the first session variable. A first plurality of messages is sent to the first plurality of target nodes. A second request is received from the client device after the first session expires, starting a second session. The first session variable is set to a different second value in the second session. A second plurality of messages is sent to a second plurality of target nodes different from the first plurality of target nodes.

Abstract: Geopartitioned data caching is disclosed. For example, a data source is connected over a network to a geographically remote data cache in communication with a load balancer service. A processor on the data cache executes to receive, from the data source, a plurality of data entries in the data cache, where the plurality of data entries is selected based on a geographical region of the data cache. A data request for a data entry of the plurality of data entries is received from the load balancer service, where a requestor of the data request is in a second geographical region proximately located with the data cache. The data entry is sent to the load balancer service, where the load balancer service forwards the data entry to a receiver.

Abstract: Low-latency high-throughput scalable data caching is disclosed. For example, a data source is connected over a network to a load balancer server with data cache. A load balancer service and a data cache service execute on processors on the first load balancer server to receive, by the load balancer service, a request from a client device over the network. The load balancer service requests a data entry associated with the request from the first data cache service. The data cache service retrieves the first data entry from the first data cache, which stores a first plurality of data entries that is a subset of a second plurality of data entries stored in the data source. The load balancer service modifies the request with the data entry. The load balancer service sends a modified request to a plurality of receivers.

Abstract: Efficient translation and load balancing of bid requests is disclosed. For example, a first network interface receives a notice from a publisher and triggering a first interrupt on a first processor. The first processor processes the first interrupt and provides the notice to a notice queue. A request translator executing on a distinct second processor translates the notice into a request. A request router sends the request to an advertiser through a selected network interface, which receives a first response triggering a second interrupt on a third processor. The second processor processes the second interrupt and provides the first response to a response queue. A response translator executing on the second processor translates the first response into an offer, which is sent to the publisher through the first network interface. Meanwhile, a second network interface triggers a third interrupt on a fourth processor after receiving a second response.

Abstract: Low-latency high-throughput scalable data caching is disclosed. For example, a data source is connected over a network to a load balancer server with data cache. A load balancer service and a data cache service execute on processors on the first load balancer server to receive, by the load balancer service, a request from a client device over the network. The load balancer service requests a data entry associated with the request from the first data cache service. The data cache service retrieves the first data entry from the first data cache, which stores a first plurality of data entries that is a subset of a second plurality of data entries stored in the data source. The load balancer service modifies the request with the data entry. The load balancer service sends a modified request to a plurality of receivers.

Abstract: A video advertising system, methods, and apparatus are disclosed, which may include an advertising system, including an advertising server and advertising console, and a user device, which may cooperate to select video advertising campaigns and display video advertisements. In an example embodiment, a method includes playing a video on a display, overlaying markings on the video while the video plays, at a first time while the video plays, measuring a first refresh rate of the video, at a second time while the video plays, performing a first operation on the markings, measuring a second refresh rate of the video at the second time, and determining an estimated area of the video displayed on the display based on the first refresh rate and the second refresh rate. In an example embodiment, a prediction model is trained to output a viewability inference for a video.

Abstract: Individualized connectivity based request handling is disclosed. For example, a content source is accessed by a client device and a load balancer executes on a processor to receive a first request based on the client device accessing the content source. A first session variable is set to a first value in a first session and a first latency to the client device is measured. A first plurality of target nodes is selected based on the first session variable. A first plurality of messages is sent to the first plurality of target nodes. A second request is received from the client device after the first session expires, starting a second session. The first session variable is set to a different second value in the second session. A second plurality of messages is sent to a second plurality of target nodes different from the first plurality of target nodes.

Abstract: Geopartitioned data caching is disclosed. For example, a data source is connected over a network to a geographically remote data cache in communication with a load balancer service. A processor on the data cache executes to receive, from the data source, a plurality of data entries in the data cache, where the plurality of data entries is selected based on a geographical region of the data cache. A data request for a data entry of the plurality of data entries is received from the load balancer service, where a requestor of the data request is in a second geographical region proximately located with the data cache. The data entry is sent to the load balancer service, where the load balancer service forwards the data entry to a receiver.

Abstract: A video advertising system, methods, and apparatus are disclosed, which may include an advertising system, including an advertising server and advertising console, and a user device, which may cooperate to select video advertising campaigns and display video advertisements. In an example embodiment, a method includes playing a video on a display, overlaying markings on the video while the video plays, at a first time while the video plays, measuring a first refresh rate of the video, at a second time while the video plays, performing a first operation on the markings, measuring a second refresh rate of the video at the second time, and determining an estimated area of the video displayed on the display based on the first refresh rate and the second refresh rate. In an example embodiment, a prediction model is trained to output a viewability inference for a video.

Abstract: Real-time technographic advertisement is disclosed. For example, a network accessible device is selected to receive an advertisement, and a determination is made that the network accessible device is in use by a user. In response to determining that the network accessible device is in use by the user, a current state of operation of the network accessible device is determined based on a plurality of device attributes of the network accessible device, which are based on measureable physical characteristics of the network accessible device. In response to determining that the current state of operation is a first state, the advertisement is sent to the network accessible device. In response to determining that the current state of operation is a second state, either the current state of operation is reevaluated or the network accessible device is deselected for receiving the advertisement.

Abstract: Advertising based on real-time audience is disclosed. For example, first and second network accessible devices, associated with a common user attribute of a plurality of users is quantified. A first publisher is selected based on comparing inventory attributes of first and second publishers, to deliver the advertisement to a first user selected based on user attributes, including reserving a first advertisement slot used to send the advertisement. A determination is made whether a target audience size for the advertisement has been fulfilled. If the target audience size for the advertisement is fulfilled, a consumption result of the advertisement is reported. If the target audience size for the advertisement is unfulfilled, the first publisher is selected based on comparing inventory attributes of the first and second publishers to deliver the advertisement to a second user selected based on user attributes, including reserving a second advertisement slot used to send the advertisement.

Abstract: A video advertising system, methods, and apparatus are disclosed, which may include an advertising system, including an advertising server and advertising console, and a user device, which may cooperate to select video advertising campaigns and display video advertisements. In an example embodiment, a method includes playing a video on a display, overlaying markings on the video while the video plays, at a first time while the video plays, measuring a first refresh rate of the video, at a second time while the video plays, performing a first operation on the markings, measuring a second refresh rate of the video at the second time, and determining an estimated area of the video displayed on the display based on the first refresh rate and the second refresh rate. In an example embodiment, a prediction model is trained to output a viewability inference for a video.

Abstract: Dynamic advertisement routing is disclosed. For example, a plurality of internet protocol (“IP”) addresses associated with respective plurality of target nodes is stored in a routing pool. Each IP address in the routing pool is pinged through each of first and second load balancer network interfaces. Network routes associated with target nodes are updated based on a first plurality of ping responses. Communications sessions are established with target nodes through respective network routes. IP addresses are pinged and respective latencies in a latency cache are updated based on a second plurality of ping responses. A first request directed to the plurality of target nodes is received and is determined to be sent to a first target node based on the latency cache forwarded to the first target node via the first network route.