Multi-Cloud Workload Migration via Segmented Profiling
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Conventional cloud-based migration approaches are time- and labor-intensive, often resulting in service interruptions and limiting enterprises to a single-cloud infrastructure, as they focus on single aspects of the application stack and are vendor-specific, making multi-cloud migrations cumbersome.
Innovation Solution
A processing platform with a workload profiler, transformation engine, data bus, and service transition bus that creates and implements a multi-cloud migration profile, enabling seamless migration of workloads across multiple cloud systems while maintaining system and enterprise-related aspects, allowing for continuous service delivery without interruptions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If conventional single-aspect migration approaches are used, then migration can be completed with simpler processes, but service interruptions occur and migration time increases
Solution Approach 1:
The patent segments the migration process into distinct phases: profiling phase (analyzing workload characteristics), transformation phase (converting to target cloud format), data migration phase (transferring data), and service transition phase (activating services). This segmentation allows each phase to be optimized independently and executed in controlled sequences, preventing service interruptions while maintaining high migration speed.
Solution Approach 2:
The patent performs preliminary actions by creating a comprehensive workload profile before migration begins, identifying all dependencies, data requirements, and service configurations. This upfront analysis enables the system to prepare transformation rules and migration plans in advance, allowing execution to proceed rapidly without interruptions during the actual migration process.
2Ease of manufacture
If vendor-specific migration approaches are used, then migration can follow established procedures, but enterprises become locked-in to single-cloud infrastructure
Solution Approach 1:
The patent creates a universal workload profile format that can represent workloads from any cloud vendor and transform them to any target cloud platform. The profiling mechanism captures vendor-neutral workload characteristics while the transformation engine handles vendor-specific conversions, enabling a single system to migrate workloads across multiple cloud providers without vendor lock-in.
Solution Approach 2:
The patent introduces an intermediary workload profile that acts as a standardized representation layer between source cloud systems and target cloud platforms. This profile serves as a universal intermediary format that decouples vendor-specific implementations, allowing enterprises to migrate workloads between different cloud providers using the same standardized process.
3Reliability
If comprehensive workload migration is performed, then all system and enterprise aspects are maintained, but migration complexity increases
Solution Approach 1:
The patent segments the comprehensive workload into distinct aspect categories: system-related aspects (infrastructure, networking, storage) and enterprise-related aspects (applications, data, configurations). Each aspect is profiled, transformed, and migrated through dedicated processes, managing complexity by handling each aspect type separately rather than as an undifferentiated whole.
Solution Approach 2:
The patent employs a multi-functional migration system that handles diverse workload aspects through a unified profiling and transformation framework. The same core engine processes both system and enterprise aspects using standardized operations, reducing overall system complexity despite the comprehensive nature of the migration.
Data Source
AI summary
An apparatus in one embodiment comprises a processing platform that includes a plurality of processing devices each comprising a processor coupled to a memory. The processing platform is configured to implement at least a portion of at least a first cloud-based system. The processing platform further comprises a workload profiler configured to create an initial profile for a workload in response to a user migration request, a workload transformation engine configured to transform the initial profile into a multi-cloud migration profile, wherein the multi-cloud migration profile comprises a plan for migrating the workload, a workload data bus configured to migrate data pertaining to the workload in accordance with the multi-cloud migration profile, and a service transition bus configured to migrate one or more services pertaining to the workload in accordance with the multi-cloud migration profile.