Technologies for computing context replay with visual searching

A compute device comprising:

• snapshot generator circuitry to generate a plurality of snapshots, each of the plurality of snapshots representing a compute environment at a respective point in time;
• snapshot browser circuitry to:
• assign salience values to respective ones of the plurality of snapshots, the respective ones of the plurality of snapshots weighted relative to each other based on the corresponding salience values;
• define a subset of the plurality of snapshots based on the salience values, the subset including a first snapshot of the plurality of snapshots;
• generate a timeline user interface including (a) a first timeline including the plurality of snapshots and (b) a second timeline including the subset of the plurality of snapshots;
• and
• identify at least one snapshot of the plurality of snapshots associated with data satisfying search criteria;
• modify the second timeline to generate a modified second timeline including one or more of the at least one snapshot associated with the data satisfying the search criteria;
• and
• timeline coordinator circuitry to cause a first compute environment represented by the first snapshot to be activated in response to a user selection of the first snapshot from the first timeline the second timeline, or the modified second timeline.

One or more machine readable memories comprising machine readable instructions to cause at least one processor circuit to at least:

• generate a plurality of snapshots including a first snapshot of a compute environment at a first time and a second snapshot of the compute environment at a second time;
• associate a first weighted value with the first snapshot and a second weighted value with the second snapshot;
• perform a comparison between the first weighted value and the second weighted value;
• generate a timeline user interface including (a) a first timeline including the first snapshot and the second snapshot and (b) a second timeline including the first snapshot but not the second snapshot based on the comparison;
• responsive to a search request, identify at least one snapshot of the plurality of snapshots associated with data satisfying the search request;
• modify the second timeline to generate a modified second timeline including one or more of the at least one snapshot associated with the data satisfying the search request;
• and
• cause a first compute environment represented by the first snapshot to be activated in response to a user selection of the first snapshot from the first timeline, the second timeline, or the modified second timeline.