Architecting High-Throughput SaaS Platforms & AI Systems.

// High-Throughput Concurrent Inference Dispatcher — InferScale Engine
package main

import (
    "context"
    "github.com/inferscale/core/telemetry"
    "github.com/inferscale/vllm/pool"
)

type WorkerPool struct {
    Concurrency int
    InferenceChan chan *Task
}

func (wp *WorkerPool) DispatchParallel(ctx context.Context, tasks []*Task) error {
    metrics := telemetry.NewSpan("vllm.parallel_infer")
    defer metrics.End()

    for _, task := range tasks {
        wp.InferenceChan <- task
    }
    return nil
}