diff --git a/domain/consensus/factory.go b/domain/consensus/factory.go
index 221580091..8ffd9c509 100644
--- a/domain/consensus/factory.go
+++ b/domain/consensus/factory.go
@@ -67,8 +67,9 @@ func (f *factory) NewConsensus(dagParams *dagconfig.Params, databaseContext *dba
 		ghostdagDataStore,
 		model.KType(dagParams.K))
 	dagTraversalManager := dagtraversalmanager.New(
+		domainDBContext,
 		dagTopologyManager,
-		ghostdagManager)
+		ghostdagDataStore)
 	pruningManager := pruningmanager.New(
 		dagTraversalManager,
 		dagTopologyManager,
@@ -92,7 +93,10 @@ func (f *factory) NewConsensus(dagParams *dagconfig.Params, databaseContext *dba
 	difficultyManager := difficultymanager.New(
 		ghostdagManager)
 	pastMedianTimeManager := pastmediantimemanager.New(
-		ghostdagManager)
+		dagParams.TimestampDeviationTolerance,
+		domainDBContext,
+		dagTraversalManager,
+		blockStore)
 	transactionValidator := transactionvalidator.New(dagParams.BlockCoinbaseMaturity,
 		domainDBContext,
 		pastMedianTimeManager,
diff --git a/domain/consensus/model/interface_processes_dagtraversalmanager.go b/domain/consensus/model/interface_processes_dagtraversalmanager.go
index 85a6df8cb..ce52a225f 100644
--- a/domain/consensus/model/interface_processes_dagtraversalmanager.go
+++ b/domain/consensus/model/interface_processes_dagtraversalmanager.go
@@ -7,4 +7,5 @@ import "github.com/kaspanet/kaspad/domain/consensus/model/externalapi"
 type DAGTraversalManager interface {
 	HighestChainBlockBelowBlueScore(highHash *externalapi.DomainHash, blueScore uint64) (*externalapi.DomainHash, error)
 	SelectedParentIterator(highHash *externalapi.DomainHash) (SelectedParentIterator, error)
+	BlueWindow(highHash *externalapi.DomainHash, windowSize uint64) ([]*externalapi.DomainHash, error)
 }
diff --git a/domain/consensus/processes/dagtraversalmanager/dagtraversalmanager.go b/domain/consensus/processes/dagtraversalmanager/dagtraversalmanager.go
index 8752d4fbe..ef215f967 100644
--- a/domain/consensus/processes/dagtraversalmanager/dagtraversalmanager.go
+++ b/domain/consensus/processes/dagtraversalmanager/dagtraversalmanager.go
@@ -8,17 +8,21 @@ import (
 // dagTraversalManager exposes methods for travering blocks
 // in the DAG
 type dagTraversalManager struct {
+	databaseContext model.DBContextProxy
+
 	dagTopologyManager model.DAGTopologyManager
-	ghostdagManager    model.GHOSTDAGManager
+	ghostdagDataStore  model.GHOSTDAGDataStore
 }
 
 // New instantiates a new DAGTraversalManager
 func New(
+	databaseContext model.DBContextProxy,
 	dagTopologyManager model.DAGTopologyManager,
-	ghostdagManager model.GHOSTDAGManager) model.DAGTraversalManager {
+	ghostdagDataStore model.GHOSTDAGDataStore) model.DAGTraversalManager {
 	return &dagTraversalManager{
+		databaseContext:    databaseContext,
 		dagTopologyManager: dagTopologyManager,
-		ghostdagManager:    ghostdagManager,
+		ghostdagDataStore:  ghostdagDataStore,
 	}
 }
 
diff --git a/domain/consensus/processes/dagtraversalmanager/window.go b/domain/consensus/processes/dagtraversalmanager/window.go
new file mode 100644
index 000000000..8f4805984
--- /dev/null
+++ b/domain/consensus/processes/dagtraversalmanager/window.go
@@ -0,0 +1,41 @@
+package dagtraversalmanager
+
+import "github.com/kaspanet/kaspad/domain/consensus/model/externalapi"
+
+// blueBlockWindow returns a blockWindow of the given size that contains the
+// blues in the past of startindNode, sorted by GHOSTDAG order.
+// If the number of blues in the past of startingNode is less then windowSize,
+// the window will be padded by genesis blocks to achieve a size of windowSize.
+func (dtm *dagTraversalManager) BlueWindow(startingBlock *externalapi.DomainHash, windowSize uint64) ([]*externalapi.DomainHash, error) {
+	window := make([]*externalapi.DomainHash, 0, windowSize)
+
+	currentHash := startingBlock
+	currentGHOSTDAGData, err := dtm.ghostdagDataStore.Get(dtm.databaseContext, currentHash)
+	if err != nil {
+		return nil, err
+	}
+
+	for uint64(len(window)) < windowSize && currentGHOSTDAGData.SelectedParent != nil {
+		for _, blue := range currentGHOSTDAGData.MergeSetBlues {
+			window = append(window, blue)
+			if uint64(len(window)) == windowSize {
+				break
+			}
+		}
+
+		currentHash = currentGHOSTDAGData.SelectedParent
+		currentGHOSTDAGData, err = dtm.ghostdagDataStore.Get(dtm.databaseContext, currentHash)
+		if err != nil {
+			return nil, err
+		}
+	}
+
+	if uint64(len(window)) < windowSize {
+		genesis := currentHash
+		for uint64(len(window)) < windowSize {
+			window = append(window, genesis)
+		}
+	}
+
+	return window, nil
+}
diff --git a/domain/consensus/processes/pastmediantimemanager/pastmediantimemanager.go b/domain/consensus/processes/pastmediantimemanager/pastmediantimemanager.go
index 5188664f3..766edf9e1 100644
--- a/domain/consensus/processes/pastmediantimemanager/pastmediantimemanager.go
+++ b/domain/consensus/processes/pastmediantimemanager/pastmediantimemanager.go
@@ -3,22 +3,64 @@ package pastmediantimemanager
 import (
 	"github.com/kaspanet/kaspad/domain/consensus/model"
 	"github.com/kaspanet/kaspad/domain/consensus/model/externalapi"
+	"github.com/pkg/errors"
+	"sort"
 )
 
 // pastMedianTimeManager provides a method to resolve the
 // past median time of a block
 type pastMedianTimeManager struct {
-	ghostdagManager model.GHOSTDAGManager
+	timestampDeviationTolerance uint64
+
+	databaseContext model.DBContextProxy
+
+	dagTraversalManager model.DAGTraversalManager
+
+	blockStore model.BlockStore
 }
 
 // New instantiates a new PastMedianTimeManager
-func New(ghostdagManager model.GHOSTDAGManager) model.PastMedianTimeManager {
+func New(timestampDeviationTolerance uint64,
+	databaseContext model.DBContextProxy,
+	dagTraversalManager model.DAGTraversalManager,
+	blockStore model.BlockStore) model.PastMedianTimeManager {
 	return &pastMedianTimeManager{
-		ghostdagManager: ghostdagManager,
+		timestampDeviationTolerance: timestampDeviationTolerance,
+		databaseContext:             databaseContext,
+		dagTraversalManager:         dagTraversalManager,
+		blockStore:                  blockStore,
 	}
 }
 
 // PastMedianTime returns the past median time for some block
 func (pmtm *pastMedianTimeManager) PastMedianTime(blockHash *externalapi.DomainHash) (int64, error) {
-	return 0, nil
+	window, err := pmtm.dagTraversalManager.BlueWindow(blockHash, 2*pmtm.timestampDeviationTolerance-1)
+	if err != nil {
+		return 0, err
+	}
+
+	return pmtm.windowMedianTimestamp(window)
+}
+
+func (pmtm *pastMedianTimeManager) windowMedianTimestamp(window []*externalapi.DomainHash) (int64, error) {
+	if len(window) == 0 {
+		return 0, errors.New("Cannot calculate median timestamp for an empty block window")
+	}
+
+	timestamps := make([]int64, len(window))
+	for i, blockHash := range window {
+		block, err := pmtm.blockStore.Block(pmtm.databaseContext, blockHash)
+		if err != nil {
+			return 0, err
+		}
+
+		// TODO: Use headers store
+		timestamps[i] = block.Header.TimeInMilliseconds
+	}
+
+	sort.Slice(timestamps, func(i, j int) bool {
+		return timestamps[i] < timestamps[j]
+	})
+
+	return timestamps[len(timestamps)/2], nil
 }