diff --git a/scheduler/scheduler.go b/scheduler/scheduler.go
index 5e564c6492..9eabf6138b 100644
--- a/scheduler/scheduler.go
+++ b/scheduler/scheduler.go
@@ -5,6 +5,7 @@ import (
 	"errors"
 	"fmt"
 	"runtime/debug"
+	"sync"
 	"sync/atomic"
 	"time"
 
@@ -65,6 +66,12 @@ func WithStrategy(strategy Strategy) Option {
 	}
 }
 
+func WithSingleNestedTableMaxConcurrency(concurrency int64) Option {
+	return func(s *Scheduler) {
+		s.singleNestedTableMaxConcurrency = concurrency
+	}
+}
+
 type SyncOption func(*syncClient)
 
 func WithSyncDeterministicCQID(deterministicCQID bool) SyncOption {
@@ -88,6 +95,10 @@ type Scheduler struct {
 	// Logger to call, this logger is passed to the serve.Serve Client, if not defined Serve will create one instead.
 	logger      zerolog.Logger
 	concurrency int
+	// This Map holds all of the concurrency semaphores for each table+client pair.
+	singleTableConcurrency sync.Map
+	// The maximum number of go routines that can be spawned for a single table+client pair
+	singleNestedTableMaxConcurrency int64
 }
 
 type syncClient struct {
@@ -120,6 +131,11 @@ func NewScheduler(opts ...Option) *Scheduler {
 		tableConcurrency = max(tableConcurrency/2, minTableConcurrency)
 	}
 	s.resourceSem = semaphore.NewWeighted(int64(resourceConcurrency))
+
+	// To preserve backwards compatibility, if singleTableMaxConcurrency is not set, set it to the max concurrency
+	if s.singleNestedTableMaxConcurrency == 0 {
+		s.singleNestedTableMaxConcurrency = int64(tableConcurrency)
+	}
 	return &s
 }
 
diff --git a/scheduler/scheduler_dfs.go b/scheduler/scheduler_dfs.go
index 8a42b3e1e8..37f8775b95 100644
--- a/scheduler/scheduler_dfs.go
+++ b/scheduler/scheduler_dfs.go
@@ -13,6 +13,7 @@ import (
 	"github.com/getsentry/sentry-go"
 	"go.opentelemetry.io/otel"
 	"go.opentelemetry.io/otel/attribute"
+	"golang.org/x/sync/semaphore"
 )
 
 func (s *syncClient) syncDfs(ctx context.Context, resolvedResources chan<- *schema.Resource) {
@@ -193,14 +194,26 @@ func (s *syncClient) resolveResourcesDfs(ctx context.Context, table *schema.Tabl
 		resolvedResources <- resource
 		for _, relation := range resource.Table.Relations {
 			relation := relation
+			tableConcurrencyKey := table.Name + "-" + client.ID()
+			// Acquire the semaphore for the table
+			tableSemVal, _ := s.scheduler.singleTableConcurrency.LoadOrStore(tableConcurrencyKey, semaphore.NewWeighted(s.scheduler.singleNestedTableMaxConcurrency))
+			tableSem := tableSemVal.(*semaphore.Weighted)
+			if err := tableSem.Acquire(ctx, 1); err != nil {
+				// This means context was cancelled
+				wg.Wait()
+				return
+			}
+			// Once table semaphore is acquired we can acquire the global semaphore
 			if err := s.scheduler.tableSems[depth].Acquire(ctx, 1); err != nil {
 				// This means context was cancelled
+				tableSem.Release(1)
 				wg.Wait()
 				return
 			}
 			wg.Add(1)
 			go func() {
 				defer wg.Done()
+				defer tableSem.Release(1)
 				defer s.scheduler.tableSems[depth].Release(1)
 				s.resolveTableDfs(ctx, relation, client, resource, resolvedResources, depth+1)
 			}()