Systems and methods for reactive intent-driven end-to-end orchestration

At least one non-transitory machine-readable medium including instructions, which when executed by a machine, cause the machine to perform operations comprising:

• receiving, at an orchestrator system, an intent-based service level agreement (SLA) for execution of a series of tasks on a plurality of compute nodes;
• calculating, based on the intent-based SLA, intermediate latency thresholds corresponding to each task of the series of tasks, each of the intermediate latency thresholds representing latency allowed for a respective task of the series of tasks, wherein an intermediate latency threshold associated with the respective task includes communication overhead;
• calculating slack estimates based on the intermediate latency thresholds and real-time telemetry of connections between the plurality of compute nodes;
• monitoring execution of the series of tasks on the plurality of compute nodes;
• and
• performing a corrective action in response to determining that the execution of the series of tasks is predicted to exceed one of the intermediate latency thresholds.