System device for real-time data orchestration with predictive computing resource allocation

Abstract

System device for real-time data orchestration, comprehensive at least one processing unit, a data acquisition unit for recording data streams from a plurality of technically different data sources, an orchestration unit, and a computing resource allocation unit, wherein the system device is designed to capture and process data streams system-side in real time, characterized by that the computing resource allocation unit controls a predictive allocation of computing resources on a hardware or firmware level, depending on detected data load and processing states of the data streams.

Description

Technical field

[0001] The present invention relates to the technical field of distributed data processing and system control. In particular, the invention relates to a system device that enables real-time orchestration of data streams from several technically different data sources and performs a predictive allocation of computing resources at the system level. State of the art

[0002] Modern distributed computing systems generate large amounts of heterogeneous data streams that can originate from different technical domains, such as sensor systems, control units, IT infrastructures, or distributed computing nodes.

[0003] Known systems often collect such data in isolation or process it sequentially without overarching technical coordination.

[0004] Furthermore, in known systems, the allocation of computing resources is usually reactive, meaning it only occurs after increased data load or processing demands arise. Proactive, system-level control of computing resources based on detected load trends is only inadequately implemented in current technology.

[0005] This leads to disadvantages such as: • Delays in data processing, • inefficient resource use, • Overloading of individual system components, • Limited real-time capability.

[0006] The state of the art therefore does not disclose a system device that combines real-time data orchestration with predictive, hardware- or firmware-controlled computing resource allocation. Object of the invention

[0007] The object of the present invention is to provide a system device which: • Data streams are captured from a multitude of technically diverse data sources, • enables real-time system-level orchestration of these data streams, • provides a predictive allocation of computing resources, • Recognizes and avoids overload situations early on, and • enables autonomous, reproducible system control. Summary of the invention

[0008] The task is solved by a system device for real-time data orchestration with predictive computing resource allocation according to the claims.

[0009] The system device comprises at least one processing unit, one data acquisition unit, one orchestration unit, and one computing resource allocation unit.

[0010] The data acquisition unit is designed to receive data streams from multiple, technically diverse data sources. The orchestration unit coordinates these data streams system-wide in real time, particularly through temporal synchronization, prioritization, or sequencing.

[0011] The computing resource allocation unit controls, either on a hardware or firmware level, a predictive allocation of computing resources depending on detected data load and processing states, thereby enabling a proactive adjustment of system resources. Detailed description of the invention

[0012] The system device according to the invention is designed as a central or logically central unit within a distributed system architecture.

[0013] The system device is coupled to a multitude of data sources via the data acquisition unit, which supply data streams from various technical domains. Data acquisition is continuous or event-driven and is designed for real-time processing.

[0014] The orchestration unit is functionally subordinate to the data acquisition unit and coordinates the recorded data streams. Data streams can be synchronized, prioritized, or controlled sequentially to ensure consistent and deterministic further processing.

[0015] The computing resource allocation unit is functionally assigned to the orchestration unit and analyzes current and historical system state data, particularly data load and processing parameters. Based on this analysis, the computing resource allocation unit detects impending changes in the computing load and proactively adjusts the allocation of processor, memory, or network resources.

[0016] The data acquisition unit, orchestration unit and computing resource allocation unit can be designed as spatially or logically distributed system modules and are coupled to each other via technical communication interfaces.

[0017] The system operates autonomously and independently of user intervention. An optional logging unit is available, which stores system-side status and control information to ensure the traceability of data orchestration and resource allocation.

Claims

[1] System device for real-time data orchestration, comprehensive at least one processing unit, a data acquisition unit for recording data streams from a plurality of technically different data sources, an orchestration unit, and a computing resource allocation unit, wherein the system device is designed to capture and process data streams system-side in real time, characterized by , that the computing resource allocation unit controls a predictive allocation of computing resources on a hardware or firmware level, depending on detected data load and processing states of the data streams. [2] System device according to claim 1, characterized bythat the orchestration unit is designed to synchronize, prioritize, or sequentially control the data streams in time to enable real-time processing. [3] System device according to claim 1, characterized by that data orchestration and predictive resource allocation occur autonomously and independently of user intervention.