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CRDTs

Macrometa's CRDT Edge Database - Implementing Coordination Free Convergence of Data for Edge Computing

Moving applications to the edge is primarily done for two reasons: latency and availability. First, by moving application code and associated application data to the edge, user requests can be processed entirely at the edge and responses returned to the user quicker; this serves to reduce the user-perceived latency. Second, in the event of a data center or connectivity failure, user requests can be rerouted to another geographically close Point-of-Presence preventing periods of application inaccessibility, allowing the user to continue using the application without an interruption of service. Even further, if the user’s geographically closest Point-of-Presence is unable to contact other data centers because of connection failure, users can operate on data local to that location without having to experience an interruption of service.
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Motivating CRDTs

When deploying web and mobile applications today, developers typically start with an initial deployment of their application in a single data center. Here, the primary state for the application is kept in a highly-available database, and clients located around the world issue read and write requests against this database through an application server also located in the same data center. In this model, not all clients get the same quality of service from the database ‚Äď some clients, depending on how geographically distant they are from the data center, see much higher costs in terms of latency, leading to slower application performance and a degraded user experience. Therefore, in order to provide users located all over the world with a rich, native application experiences, developers typically have to resort to geo-replication.

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