diff --git a/benchmark/datasets.py b/benchmark/datasets.py
index fe59e08b..a7307e13 100644
--- a/benchmark/datasets.py
+++ b/benchmark/datasets.py
@@ -430,6 +430,30 @@ def __init__(self, nb_M=1000):
     def distance(self):
         return "euclidean"
 
+# 1M slice of MSTuring dataset, with ground truth corresponding to the 10K query set
+# this is needed for backwards compatibility with the streaming code
+class MSTuringANNSPQ(BillionScaleDatasetCompetitionFormat):
+    def __init__(self, nb_M=1):
+        self.nb_M = nb_M
+        self.nb = 10**6 * nb_M
+        self.d = 100
+        self.nq = 10000
+        self.dtype = "float32"
+        self.ds_fn = "base1b.fbin"
+        self.qs_fn = "testQuery10K.fbin"
+        self.gt_fn = (
+            "msturing-1M-private-gt100" if self.nb_M == 1 else
+            None
+        )
+        self.base_url = "https://comp21storage.z5.web.core.windows.net/comp21/MSFT-TURING-ANNS/"
+        self.basedir = os.path.join(BASEDIR, "MSTuringANNSPQ")
+
+        self.private_qs_url = None
+        self.private_gt_url = None
+
+    def distance(self):
+        return "euclidean"
+
 class MSTuringClustered10M(DatasetCompetitionFormat):
     def __init__(self):
         self.nb = 10**6 * 10
@@ -1285,6 +1309,8 @@ def short_name(self):
     'msturing-10M': lambda : MSTuringANNS(10),
     'msturing-1M': lambda : MSTuringANNS(1),
 
+    'msturingpq-1M': lambda : MSTuringANNSPQ(1),
+
     'msturing-10M-clustered': lambda: MSTuringClustered10M(),
     'msturing-30M-clustered': lambda: MSTuringClustered30M(),
 
diff --git a/data_export.py b/data_export.py
index 6063f979..083538cd 100644
--- a/data_export.py
+++ b/data_export.py
@@ -105,6 +105,9 @@ def cleaned_run_metric(run_metrics):
                                     'neurips23/runbooks/delete_runbook.yaml',
                                     'neurips23/runbooks/final_runbook.yaml',
                                     'neurips23/runbooks/msturing-10M_slidingwindow_runbook.yaml',
+                                    'neurips23/runbooks/msturingpq-1M_expiration_time_runbook.yaml',
+                                    'neurips23/runbooks/msturingpq-1M_expiration_time_replace_only_runbook.yaml',
+                                    'neurips23/runbooks/msturingpq-1M_expiration_time_replace_delete_runbook.yaml',
                                     'neurips23/runbooks/wikipedia-35M_expirationtime_runbook.yaml',
                                     'neurips23/runbooks/wikipedia-1M_expiration_time_runbook.yaml',
                                     'neurips23/runbooks/wikipedia-35M_expiration_time_replace_only_runbook.yaml',
diff --git a/neurips23/runbooks/gen_expiration_time_runbook.py b/neurips23/runbooks/gen_expiration_time_runbook.py
index 57cf83ba..23ee7ad2 100644
--- a/neurips23/runbooks/gen_expiration_time_runbook.py
+++ b/neurips23/runbooks/gen_expiration_time_runbook.py
@@ -178,21 +178,31 @@ def gen_exp_time_runbook(dataset_name, dataset_size, max_t, runbook_filename, ra
 
 ratios = (0, 4, 18)
 timesteps = (0, 100, 20)
-seed = 732
-dataset_file = 'msturing-35M_expiration_time_runbook.yaml'
-dataset_name = 'msturing-100M'
-dataset_size = 35000000
-max_t = 350
+seed = 5554
+dataset_file = 'msturingpq-1M_expiration_time_runbook.yaml'
+dataset_name = 'msturingpq-1M'
+dataset_size = 1000000
+max_t = 100
 gt_url = None
 gen_exp_time_runbook(dataset_name, dataset_size, max_t, dataset_file, ratios, timesteps, seed, False, gt_url)
 
 ratios = (0, 4, 18)
 timesteps = (0, 100, 20)
-seed = 5554
-dataset_file = 'msturing-1M_expiration_time_runbook.yaml'
+seed = 762
+dataset_file = 'msturingpq-1M_expiration_time_replace_only_runbook.yaml'
 dataset_name = 'msturing-1M'
 dataset_size = 1000000
 max_t = 100
 gt_url = None
-gen_exp_time_runbook(dataset_name, dataset_size, max_t, dataset_file, ratios, timesteps, seed, False, gt_url)
+gen_exp_time_runbook(dataset_name, dataset_size, max_t, dataset_file, ratios, timesteps, seed, True, gt_url, False)
+
+ratios = (1, 8, 18)
+timesteps = (0, 100, 20)
+seed = 83
+dataset_file = 'msturingpq-1M_expiration_time_replace_delete_runbook.yaml'
+dataset_name = 'msturingpq-1M'
+dataset_size = 1000000
+max_t = 100
+gt_url = None
+gen_exp_time_runbook(dataset_name, dataset_size, max_t, dataset_file, ratios, timesteps, seed, True, gt_url)
 
diff --git a/neurips23/runbooks/msturing-35M_expiration_time_runbook.yaml b/neurips23/runbooks/msturing-35M_expiration_time_runbook.yaml
deleted file mode 100644
index b1fdb772..00000000
--- a/neurips23/runbooks/msturing-35M_expiration_time_runbook.yaml
+++ /dev/null
@@ -1,3290 +0,0 @@
-msturing-100M:
-  1:
-    end: 100000
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-    end: 200000
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diff --git a/neurips23/runbooks/msturingpq-1M_expiration_time_replace_delete_runbook.yaml b/neurips23/runbooks/msturingpq-1M_expiration_time_replace_delete_runbook.yaml
new file mode 100644
index 00000000..b55ba4a4
--- /dev/null
+++ b/neurips23/runbooks/msturingpq-1M_expiration_time_replace_delete_runbook.yaml
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diff --git a/neurips23/runbooks/msturingpq-1M_expiration_time_replace_only_runbook.yaml b/neurips23/runbooks/msturingpq-1M_expiration_time_replace_only_runbook.yaml
new file mode 100644
index 00000000..01349c42
--- /dev/null
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+  276:
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+    ids_start: 885741
+    operation: replace
+    tags_end: 884259
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+    end: 997302
+    operation: insert
+    start: 990000
+  281:
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+  max_pts: 696111
diff --git a/neurips23/runbooks/msturing-1M_expiration_time_runbook.yaml b/neurips23/runbooks/msturingpq-1M_expiration_time_runbook.yaml
similarity index 99%
rename from neurips23/runbooks/msturing-1M_expiration_time_runbook.yaml
rename to neurips23/runbooks/msturingpq-1M_expiration_time_runbook.yaml
index 770128dd..6c299678 100644
--- a/neurips23/runbooks/msturing-1M_expiration_time_runbook.yaml
+++ b/neurips23/runbooks/msturingpq-1M_expiration_time_runbook.yaml
@@ -1,4 +1,4 @@
-msturing-1M:
+msturingpq-1M:
   1:
     end: 10000
     operation: insert
@@ -843,4 +843,4 @@ msturing-1M:
     start: 790000
   261:
     operation: search
-  max_pts: 500000
+  max_pts: 440000
diff --git a/neurips23/streaming/diskann/config.yaml b/neurips23/streaming/diskann/config.yaml
index a0d2b9ab..114d4536 100644
--- a/neurips23/streaming/diskann/config.yaml
+++ b/neurips23/streaming/diskann/config.yaml
@@ -35,7 +35,7 @@ msspacev-1M:
           query-args: |
             [{"Ls":300, "T":16},
              {"Ls":100, "T":16}]
-msturing-1M:
+msturingpq-1M:
     diskann: 
       docker-tag: neurips23-streaming-diskann
       module: neurips23.streaming.diskann.diskann-str
@@ -44,10 +44,9 @@ msturing-1M:
       run-groups:
         base:
           args: |
-            [{"R":50, "L":50, "insert_threads":16, "consolidate_threads":16}]
+            [{"R":64, "L":128, "insert_threads":32, "consolidate_threads":32}]
           query-args: |
-            [{"Ls":300, "T":16},
-             {"Ls":100, "T":16}]
+            [{"Ls":128, "T":16}]
 wikipedia-1M:
     diskann: 
       docker-tag: neurips23-streaming-diskann