A method for operating a distributed application includes: transmitting, by an application frontend, upon a launch of the application frontend, a lookup request based on a predetermined fully qualified domain name associated with an application backend to a domain name server via a communication network; transmitting, by the domain name server, upon receipt of the fully qualified domain name, an IP address associated with the fully qualified domain name to the application frontend; transmitting, by the application frontend, upon receipt of the IP address, application data to the transmitted IP address via a connection provided by the communication network; selecting, by a core server of the communication network, upon transmission of the application data, a quality service for the distributed application; applying, by the communication network, a service quality determined by the selected quality service to the connection; and operating the distributed application with the applied service quality.

A method for operating a distributed application includes: transmitting, by an application frontend of the distributed application, upon a launch of the application frontend, an initialization request to a registration server via a communication network; selecting, by the registration server, upon receipt of the initialization request, an instance of an application backend of the distributed application and transmitting an IP address of the selected instance to the application frontend; transmitting, by the application frontend, upon receipt of the IP address, application data to the transmitted IP address via a connection provided by the communication network; selecting, by a core server of the communication network, upon transmission of the application data, a quality service for the distributed application; applying, by the communication network, a service quality determined by the selected quality service to the connection; and operating the distributed application with the applied service quality.

The disclosure provides a system, computer readable medium, and computer-implemented method for managing data access. The method includes obtaining a data access request from a requestor for client data redundantly stored in at least two storage providers that are unknown to the requestor; identifying a service level objective for servicing the data access request; ranking the at least two storage providers based on the service level objective to identify one of the at least two storage providers to service the data access request; and providing the requestor with access to a copy of the client data using the one of the at least two storage providers.

Provided is a process of autonomous distributed workload and infrastructure scheduling based on physical telemetry data of a plurality of different data centers executing a plurality of different workload distributed applications on behalf of a plurality of different tenants.

Provided is a process of autonomous distributed workload and infrastructure scheduling based on physical telemetry data of a plurality of different data centers executing a plurality of different workload distributed applications on behalf of a plurality of different tenants.

Some embodiments provide a method that, at a first domain name system (DNS) cluster of a set of DNS clusters, receives a DNS request from a client. The first DNS cluster identifies, based on an identifier of the client in the DNS request, a home DNS cluster of the client. The method forwards the DNS request to the home DNS cluster. The home DNS cluster supplies a DNS response to the client. Identifying the home DNS cluster, in some embodiments, includes performing a hash on the identifier of the client. Supplying the DNS response, in some embodiments, includes receiving a virtual IP (VIP) address associated with one of a plurality of sets of application servers to the client and providing the received VIP address to the client in the DNS response.

Improving load distribution and consistency is provided. A device intermediary to clients and servers can maintain bit values indicative of server availability stored in indices arranged in various levels. A lowest level comprises indices corresponding to a list of servers repeated multiple times. Each index in a higher level maps to a set of indices in a lower level. The device can receive a request from a client to access a server. The device can identify an index in a highest level. The device can determine a second index in the highest level that is after the index in the highest level and has a bit value indicating server availability. The device can identify an index in the lowest level mapping to the second index in the highest level. The device can select a server corresponding to the index in the lowest level.

Improving load distribution and consistency is provided. A device intermediary to clients and servers can maintain bit values indicative of server availability stored in indices arranged in various levels. A lowest level comprises indices corresponding to a list of servers repeated multiple times. Each index in a higher level maps to a set of indices in a lower level. The device can receive a request from a client to access a server. The device can identify an index in a highest level. The device can determine a second index in the highest level that is after the index in the highest level and has a bit value indicating server availability. The device can identify an index in the lowest level mapping to the second index in the highest level. The device can select a server corresponding to the index in the lowest level.

Systems, computer program products, and methods are described herein for implementing hybrid cloud computation engines using infrastructure optimization. The present invention may be configured to identify, from a group of available infrastructures, an infrastructure to perform a computing request, where the group of available infrastructures includes an enterprise infrastructure and one or more cloud provider infrastructures. The present invention may be further configured to provide, to the identified infrastructure and via a blockchain distributed ledger, the computing request and input data for the computing request, where the computing request includes a request to generate, using a recurrent neural network, based on data in the blockchain distributed ledger, and based on the input data, output data. The present invention may be further configured to receive, from the identified infrastructure and via the blockchain distributed ledger, the output data.

Systems, computer program products, and methods are described herein for implementing hybrid cloud computation engines using infrastructure optimization. The present invention may be configured to identify, from a group of available infrastructures, an infrastructure to perform a computing request, where the group of available infrastructures includes an enterprise infrastructure and one or more cloud provider infrastructures. The present invention may be further configured to provide, to the identified infrastructure and via a blockchain distributed ledger, the computing request and input data for the computing request, where the computing request includes a request to generate, using a recurrent neural network, based on data in the blockchain distributed ledger, and based on the input data, output data. The present invention may be further configured to receive, from the identified infrastructure and via the blockchain distributed ledger, the output data.