Timestamp alignment across a plurality of computing devices

A non-transitory computer-readable medium comprising computer-readable instructions executable by a processor to cause the processor to:

• receive, by a transaction application, a first set of entries from a first server based on a first criterion and a second set of entries from a second server based on a second criterion, wherein each entry in the first set of entries and the second set of entries includes a corresponding identifier and a corresponding timestamp;
• identify a first entry including a first timestamp and a first identifier in the first set of entries and a second entry including a second timestamp and a second identifier in the second set of entries, wherein the first identifier matches with the second identifier;
• and
• determine an aligned timestamp for the first entry or the second entry.

A system comprising:

• a processor and a non-transitory computer-readable storage medium;
• a data structure stored in the non-transitory computer-readable storage medium, the data structure including a first entry received from a first computing device and a second entry received from a second computing device,
• wherein the first entry includes a first node corresponding to an activity, the first node comprising a first identifier and a first timestamp corresponding to the activity,
• wherein the second entry includes a second node corresponding to the activity, the second node comprising a second identifier and a second timestamp corresponding to the activity, the second timestamp being different than the first timestamp, and
• wherein the processor assigns a new timestamp, the new timestamp being incremented by an offset from the first timestamp, the offset received from a cache.