Amazon Technologies, Inc.

Snap Inc.

John Michael Rauser

Evan Spiegel

Jonathan Dale Brody

Walton Lin

Andrew Lin

Daniel Amitay

Jonathan A Jenkins

William Alexander Strand

Marcel Mordechay Yung

Leonid Gorkin

Amer Shahnawaz

Jeffrey Arthur Johnson

James Michael Thompson

Sheridan Kates

Timothy M Sehn

Sonali Roy

Jerry James Hunter

Toby Walker

David L Selinger

Patrik Sundberg

Among other things, embodiments of the present disclosure improve the functionality of electronic messaging and imaging software and systems by determining the current activities of users based on location sensor information from the users' computing devices and generating customized media content items based on their activities. The media content can be generated for a variety of topics and shared with other users. For example, media content (e.g., images or video) can be generated and displayed on a user's computing device, as well as transmitted to other users via electronic communications, such as short message service (SMS) or multimedia service (MMS) texts and emails.

Location-based virtual avatars

A map-based graphical user interface for a social media application displays to special social media activity information based on submission of geo-tagged social media items to the platform. For users and or submitted items that need predefined location fuzzing criteria, such activity is represented in the graphical user interface at an intentionally inaccurate position.

Location privacy management on map-based social media platforms

A social media platform provides a map-based graphical user interface (GUI) with multiple geographically anchored icons that are selectable to trigger playback of respective galleries of ephemeral messages. Each of the plurality of location-based ephemeral galleries comprises media content contributed by multiple different users. The ephemeral galleries are compiled based on geotag data associated with respective ephemeral messages submitted by multiple users to be publicly viewable via the map-based GUI. Two or more different types of galleries are represented in the map-based GUI by different, visually distinct types of gallery icon.

Map-based graphical user interface for multi-type social media galleries

A map-based graphical user interface for a social media application displays to social media activity information based on submission of geo-tagged social media items to the platform. Geographical distributions of social activity is displayed on a map forming part of the application. A heatmap can represent posting density or unusualness.

Map-based graphical user interface indicating geospatial activity metrics

Content items, such as e-books, audio files, video files, and the like, may be tagged as associated with a location based on observing the locations at which users access the content items. A rich set of tag data may be gathered by additionally observing such things as the date and time when users access the content items as well as allowing the users to tag the content items with comments or ratings. A fine granularity of tagging may be achieved by associating the tags with specific portions of the content items. Content recommendations based on the tags may be provided to other users when those users are in approximately the same location.

Location based recommendation and tagging of media content items

Network page latency reduction is facilitated by various embodiments. In one embodiment, a first distribution corresponding to a plurality of instances of a network page is estimated. A second distribution corresponding to a subset of the instances is also estimated. The network page is adapted based at least in part on a comparison of the first and second distributions in order to reduce network page latency.

Network page latency reduction

Disclosed are various embodiments for modifying network site behavior. At least one session-level performance metric associated with a client is determined. The one or more session-level performance metrics are determined from one or more latency times. Each one of the latency times represents a time elapsed between a sending of a network page request in the client and a rendering in the client of a network page received from a network page server in response to the network page request. A response to a next network page request from the client is modified according to the one or more session-level performance metrics in order to adjust a next latency time for the client.

Modifying network site behavior using session-level performance metrics

Generally described, systems and methods are provided for detecting locations of failures of network paths. The system collects information from a plurality of nodes and links in a network, aggregates the collected performance information across paths in the network, processes the aggregated performance information for detecting failures on the paths, and determines at least one location for network failures. In some aspects, processing the aggregated information may include determining the performance information on each of the nodes and links in the network. The performance information on each of the nodes and links may be determined by application and optimization of an objective function.

Determining locations of network failures

Disclosed are various embodiments of a system, method and computer readable medium for network page latency reduction. In one embodiment, among others, a system comprises a processor circuit and a memory associated with the processor circuit. The system further comprises a distribution estimator configured to estimate a distribution corresponding to latency data regarding a plurality of instances of a network page. The system further comprises an attribute comparator configured to identify an attribute associated with a subset of the instances of a network page. The subset of the instances corresponds to a latency data substantially represented by a tail of the distribution. Additionally, the system comprises a recommendation generator configured to generate a modification recommendation for the subset of the instances of the network page.

Network page latency reduction using gamma distribution

An apparatus and methods advantageously select content items for dynamically-generated web pages in an intelligent and virtually autonomous manner. This permits the operator of the web site to rapidly identify and respond to trends, thereby advantageously updating the web site relatively quickly and efficiently without or with less time consuming and expensive manual labor. User interaction for a plurality of users with the web site is collected in a database. For various content items, the database is mined to extract relationships between probability and references of select attributes in probability models. When a new web page is requested, attributes, which can include attributes associated with a user, are used as references to the applicable probability models of selected content items, combined with value weighting to generate expected values, and selected for use in the web page at least partially based on the expected values.

Growing community of inventors

San Francisco, CA, United States of America

John Michael Rauser