Embedded diagnostic tool for prediction of problems relating to network bandwidth

A non-transitory storage medium having stored therein instructions which are executable by one or more hardware processors to perform operations comprising:

• by a client, measuring an available bandwidth of a communication path between the client and another entity, and measuring the available bandwidth comprises sending, by the client, a ping to the another entity;
• accessing, by the client, data deduplication rate information that comprises data deduplication rate information concerning one or more historical deduplication processes performed in connection with the client, and/or with, one or more other clients;
• determining, by the client, a required bandwidth associated with a backup process comprising a potential future transfer of a target dataset between the client and the another entity along the communication path, wherein the required bandwidth is expressed at least partly in terms of a data deduplication rate (DDR), and wherein the target data set includes data generated at the client, wherein the required bandwidth is expressed at least partly in terms of a data deduplication rate (DDR) and takes the following form:
• required bandwidth=(dataset size/DDR)/time available for backup,
• where DDR is determined by:
• calculating preliminary DDR values using each of a plurality of estimation models, wherein the plurality of estimation models includes any two or more of (i) a first moving average estimation model that considers the last ‘n’ backups performed in a network in which the client resides, wherein one or more of the last ‘n’ backups were performed by a client other than the client, (ii) a second moving average estimation model that considers the last ‘n’ backups performed only by the client, and (iii) an averaging model that considers DDR information for a particular time period in which the client and other clients perform respective backups;
• comparing each of the preliminary DDR values with actual DDR values of each of a plurality of prior backups;
• and
• selecting as a final DDR, the calculated DDR that is closest to the actual DDR values;
• and,
• either:
• determining that the available bandwidth equals or exceeds the required bandwidth, and, based on that determination, transferring the target dataset from the client to the another entity;
• or, determining that the available bandwidth is less than the required bandwidth and also fails to fall within a specified margin of the required bandwidth, and, based on the failure of the available bandwidth to fall within the specified margin, ending the backup process so that the target dataset is not transferred from the client to the another entity.