diff --git a/data/processed_traces/splitwise_code.csv b/data/processed_traces/splitwise_code.csv
new file mode 100644
index 0000000..bd07aed
--- /dev/null
+++ b/data/processed_traces/splitwise_code.csv
@@ -0,0 +1,8820 @@
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diff --git a/data/processed_traces/splitwise_conv.csv b/data/processed_traces/splitwise_conv.csv
new file mode 100644
index 0000000..b90f50a
--- /dev/null
+++ b/data/processed_traces/splitwise_conv.csv
@@ -0,0 +1,19367 @@
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diff --git a/vidur/config/config.py b/vidur/config/config.py
index 70ac5da..f641d8e 100644
--- a/vidur/config/config.py
+++ b/vidur/config/config.py
@@ -59,7 +59,7 @@ class TraceRequestIntervalGeneratorConfig(BaseRequestIntervalGeneratorConfig):
         metadata={"help": "End time of the trace request interval generator."},
     )
     time_scale_factor: float = field(
-        default=0.3,
+        default=1.0,
         metadata={
             "help": "Time scale factor for the trace request interval generator."
         },
@@ -125,10 +125,6 @@ class TraceRequestLengthGeneratorConfig(BaseRequestLengthGeneratorConfig):
             "help": "Decode scale factor for the trace request length generator."
         },
     )
-    max_tokens: int = field(
-        default=4096,
-        metadata={"help": "Maximum tokens for the trace request length generator."},
-    )
 
     @staticmethod
     def get_type():
@@ -149,10 +145,6 @@ class ZipfRequestLengthGeneratorConfig(BaseRequestLengthGeneratorConfig):
         default=1024,
         metadata={"help": "Minimum tokens for Zipf Request Length Generator."},
     )
-    max_tokens: int = field(
-        default=4096,
-        metadata={"help": "Maximum tokens for Zipf Request Length Generator."},
-    )
     prefill_to_decode_ratio: float = field(
         default=20.0,
         metadata={"help": "Prefill to decode ratio for Zipf Request Length Generator."},
@@ -169,10 +161,6 @@ class UniformRequestLengthGeneratorConfig(BaseRequestLengthGeneratorConfig):
         default=1024,
         metadata={"help": "Minimum tokens for Uniform Request Length Generator."},
     )
-    max_tokens: int = field(
-        default=4096,
-        metadata={"help": "Maximum tokens for Uniform Request Length Generator."},
-    )
     prefill_to_decode_ratio: float = field(
         default=20.0,
         metadata={
@@ -207,10 +195,6 @@ class BaseRequestGeneratorConfig(BasePolyConfig):
         default=42,
         metadata={"help": "Seed for the random number generator."},
     )
-    max_tokens: int = field(
-        default=4096,
-        metadata={"help": "Maximum tokens."},
-    )
 
 
 @dataclass
@@ -223,11 +207,11 @@ class SyntheticRequestGeneratorConfig(BaseRequestGeneratorConfig):
         default_factory=PoissonRequestIntervalGeneratorConfig,
         metadata={"help": "Interval generator config for Synthetic Request Generator."},
     )
-    num_requests: int = field(
-        default=128,
+    num_requests: Optional[int] = field(
+        default=None,
         metadata={"help": "Number of requests for Synthetic Request Generator."},
     )
-    duration: float = field(
+    duration: Optional[float] = field(
         default=None,
         metadata={"help": "Duration of the synthetic request generator."},
     )
@@ -243,23 +227,19 @@ def get_type():
 @dataclass
 class TraceRequestGeneratorConfig(BaseRequestGeneratorConfig):
     trace_file: str = field(
-        default="data/processed_traces/sydney_enterprise.csv",
+        default="data/processed_traces/splitwise_conv.csv",
         metadata={"help": "Path to the trace request generator file."},
     )
-    date: str = field(
-        default="2023-08-21",
-        metadata={"help": "Date for the trace request generator."},
-    )
     prefill_scale_factor: float = field(
-        default=0.3,
+        default=1.0,
         metadata={"help": "Prefill scale factor for the trace request generator."},
     )
     decode_scale_factor: float = field(
-        default=1,
+        default=1.0,
         metadata={"help": "Decode scale factor for the trace request generator."},
     )
     time_scale_factor: float = field(
-        default=0.04,
+        default=1.0,
         metadata={"help": "Time scale factor for the trace request generator."},
     )
     max_tokens: int = field(
@@ -274,34 +254,26 @@ def get_type():
 
 @dataclass
 class BaseReplicaSchedulerConfig(BasePolyConfig):
-    max_num_seqs: int = field(
+    batch_size_cap: int = field(
         default=128,
-        metadata={"help": "Maximum number of sequences."},
-    )
-    watermark_blocks_fraction: float = field(
-        default=0.01,
-        metadata={"help": "Watermark blocks fraction."},
+        metadata={"help": "Maximum batch size cap."},
     )
     block_size: int = field(
         default=16,
         metadata={"help": "Block size."},
     )
+    watermark_blocks_fraction: float = field(
+        default=0.01,
+        metadata={"help": "Watermark blocks fraction."},
+    )
     num_blocks: Optional[int] = field(
         default=None,
         metadata={"help": "Number of blocks."},
     )
-    batch_size_cap: int = field(
-        default=128,
-        metadata={"help": "Maximum batch size cap."},
-    )
 
 
 @dataclass
 class VllmSchedulerConfig(BaseReplicaSchedulerConfig):
-    max_batched_tokens: int = field(
-        default=None,
-        metadata={"help": "Maximum batched tokens for vLLM."},
-    )
     max_tokens_in_batch: int = field(
         default=4096,
         metadata={"help": "Maximum tokens in batch for vLLM."},
@@ -314,10 +286,6 @@ def get_type():
 
 @dataclass
 class LightllmSchedulerConfig(BaseReplicaSchedulerConfig):
-    max_batched_tokens: int = field(
-        default=None,
-        metadata={"help": "Maximum batched tokens for LightLLM."},
-    )
     max_tokens_in_batch: int = field(
         default=4096,
         metadata={"help": "Maximum tokens in batch for LightLLM."},
@@ -462,16 +430,12 @@ class ReplicaConfig:
         default="meta-llama/Llama-2-7b-hf",
         metadata={"help": "Model name."},
     )
-    gpu_memory_utilization: float = field(
-        default=0.8,
-        metadata={"help": "GPU memory utilization."},
-    )
     memory_margin_fraction: float = field(
         default=0.1,
         metadata={"help": "Memory margin fraction."},
     )
     num_pipeline_stages: int = field(
-        default=4,
+        default=1,
         metadata={"help": "Number of pipeline stages."},
     )
     tensor_parallel_size: int = field(
diff --git a/vidur/request_generator/synthetic_request_generator.py b/vidur/request_generator/synthetic_request_generator.py
index 46ebcb4..ec6979c 100644
--- a/vidur/request_generator/synthetic_request_generator.py
+++ b/vidur/request_generator/synthetic_request_generator.py
@@ -81,8 +81,8 @@ def _generate_requests(self) -> List[Request]:
 
     def generate_requests(self) -> List[Request]:
         assert (
-            self.config.num_requests
-            or self.config.duration
+            self.config.duration
+            or self.config.num_requests
             or self.config.interval_generator_config.get_type()
             == RequestLengthGeneratorRegistry.TRACE
         )
diff --git a/vidur/request_generator/trace_replay_request_generator.py b/vidur/request_generator/trace_replay_request_generator.py
index 5ef9397..b7bcc9b 100644
--- a/vidur/request_generator/trace_replay_request_generator.py
+++ b/vidur/request_generator/trace_replay_request_generator.py
@@ -21,59 +21,59 @@ def __init__(self, config: TraceRequestGeneratorConfig):
 
         # load into a pd dataframe
         self.trace_df = pd.read_csv(config.trace_file)
-        # restrict trace_df to be a subset of rows that have the same date
-        self.trace_df = self.trace_df[self.trace_df["Date"] == config.date]
 
         # scale prefill and decode tokens
-        self.trace_df["PromptTokenCount"] = (
-            self.trace_df["PromptTokenCount"] * config.prefill_scale_factor
+        self.trace_df["num_prefill_tokens"] = (
+            self.trace_df["num_prefill_tokens"] * config.prefill_scale_factor
         )
-        self.trace_df["CompletionTokenCount"] = (
-            self.trace_df["CompletionTokenCount"] * config.decode_scale_factor
+        self.trace_df["num_decode_tokens"] = (
+            self.trace_df["num_decode_tokens"] * config.decode_scale_factor
         )
 
         # make sure all the prefill and decode counts are integers
-        self.trace_df["PromptTokenCount"] = self.trace_df["PromptTokenCount"].astype(
+        self.trace_df["num_prefill_tokens"] = self.trace_df[
+            "num_prefill_tokens"
+        ].astype(int)
+        self.trace_df["num_decode_tokens"] = self.trace_df["num_decode_tokens"].astype(
             int
         )
-        self.trace_df["CompletionTokenCount"] = self.trace_df[
-            "CompletionTokenCount"
-        ].astype(int)
 
         # make sure that there is at least one prefill and decode token
-        self.trace_df["PromptTokenCount"] = self.trace_df["PromptTokenCount"].clip(
+        self.trace_df["num_prefill_tokens"] = self.trace_df["num_prefill_tokens"].clip(
+            lower=1
+        )
+        self.trace_df["num_decode_tokens"] = self.trace_df["num_decode_tokens"].clip(
             lower=1
         )
-        self.trace_df["CompletionTokenCount"] = self.trace_df[
-            "CompletionTokenCount"
-        ].clip(lower=1)
 
         # make sure the total does not exceed the max tokens, adjust the prefill tokens if needed
         total_tokens = (
-            self.trace_df["PromptTokenCount"] + self.trace_df["CompletionTokenCount"]
+            self.trace_df["num_prefill_tokens"] + self.trace_df["num_decode_tokens"]
         )
         diff_tokens = total_tokens - config.max_tokens
         diff_tokens = diff_tokens.clip(lower=0)
-        self.trace_df["PromptTokenCount"] = (
-            self.trace_df["PromptTokenCount"] - diff_tokens
+        self.trace_df["num_prefill_tokens"] = (
+            self.trace_df["num_prefill_tokens"] - diff_tokens
         )
 
         assert all(
-            self.trace_df["PromptTokenCount"] + self.trace_df["CompletionTokenCount"]
+            self.trace_df["num_prefill_tokens"] + self.trace_df["num_decode_tokens"]
             <= config.max_tokens
         )
 
         # rescale the time to change QPS
-        self.trace_df["Time"] = self.trace_df["Time"] * config.time_scale_factor
-
-        # compute pd ratio and log the 25, 50, 75, 90, 95, 99 percentiles
-        pd_ratio = (
-            self.trace_df["PromptTokenCount"] / self.trace_df["CompletionTokenCount"]
+        self.trace_df["arrived_at"] = (
+            self.trace_df["arrived_at"] * config.time_scale_factor
         )
+
         logger.info(
             f"Loaded trace file {config.trace_file} with {len(self.trace_df)} requests"
         )
-        logger.info(
+        # compute pd ratio and log the 25, 50, 75, 90, 95, 99 percentiles
+        pd_ratio = (
+            self.trace_df["num_prefill_tokens"] / self.trace_df["num_decode_tokens"]
+        )
+        logger.debug(
             f"Prompt/decode token ratio stats\n:{pd_ratio.describe(percentiles=[0.25, 0.5, 0.75, 0.9, 0.95, 0.99])}"
         )
 
@@ -82,9 +82,9 @@ def generate_requests(self) -> List[Request]:
 
         for _, row in self.trace_df.iterrows():
             request = Request(
-                arrived_at=row["Time"],
-                num_prefill_tokens=row["PromptTokenCount"],
-                num_decode_tokens=row["CompletionTokenCount"],
+                arrived_at=row["arrived_at"],
+                num_prefill_tokens=row["num_prefill_tokens"],
+                num_decode_tokens=row["num_decode_tokens"],
             )
 
             requests.append(request)