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I am developing a Node.js application that involves heavy data processing with three distinct services, each managed by a separate worker pool. Here's the breakdown of the setup:
ServiceX and ServiceY: Each runs with a single worker (serviceX.js and serviceY.js).
ServiceZ: This is the core of my application, handling extensive data structures (like an array of 10k objects) and data processing, running with N workers (serviceZ.js).
Current Architecture
In ServiceZ, a task involves checking for duplicates in a database where a specific column is not null. Additionally, I need to handle duplicates where the column is null in returned data to optimize processing and database updates. Given the intensity of these operations, I am considering using a nested worker pool within ServiceZ.
Question
Is it practical to initiate a new worker pool within an existing worker's task in ServiceZ? This new pool would potentially launch single worker instances dynamically to handle specific heavy operations like duplicate checking.
Concerns
Performance: Could nesting worker pools lead to significant performance hits due to overhead or complex resource management?
Best Practices: Is this approach advisable in terms of architectural best practices, or are there more efficient methods to manage such heavy operations without risking call stack blocks?
The text was updated successfully, but these errors were encountered:
Description
I am developing a Node.js application that involves heavy data processing with three distinct services, each managed by a separate worker pool. Here's the breakdown of the setup:
serviceX.js
andserviceY.js
).serviceZ.js
).Current Architecture
In
ServiceZ
, a task involves checking for duplicates in a database where a specific column is not null. Additionally, I need to handle duplicates where the column is null in returned data to optimize processing and database updates. Given the intensity of these operations, I am considering using a nested worker pool withinServiceZ
.Question
Is it practical to initiate a new worker pool within an existing worker's task in
ServiceZ
? This new pool would potentially launch single worker instances dynamically to handle specific heavy operations like duplicate checking.Concerns
The text was updated successfully, but these errors were encountered: