diff --git a/.gitignore b/.gitignore
index 481a919..bcb5681 100644
--- a/.gitignore
+++ b/.gitignore
@@ -53,6 +53,9 @@ dkms.conf
 runtime/tags
 runtime/bin
 runtime/tests/tmp/
+runtime/tests/**/*.csv
+runtime/tests/**/*.txt
+runtime/tests/**/*.xlsx
 
 # Swap Files
 *.swp
diff --git a/runtime/Makefile b/runtime/Makefile
index dbdc3ff..954b5de 100644
--- a/runtime/Makefile
+++ b/runtime/Makefile
@@ -13,7 +13,7 @@ BINARY_NAME=sledgert
 
 # Number of Cores. Options: {2...N or TOTAL_CORES}
 # NCORES = ${TOTAL_CORES}
-NCORES = 2
+NCORES = 8
 
 # Options: {USE_MEM_GENERIC, USE_MEM_VM}
 USE_MEM = USE_MEM_VM
@@ -21,19 +21,20 @@ USE_MEM = USE_MEM_VM
 # Debugging Flags
 
 # Strips out calls to assert()
-# CFLAGS += -DNDEBUG
+CFLAGS += -DNDEBUG
 
 # Turns on debuglog and other assorted printfs in third party libs
-CFLAGS += -DDEBUG
+# CFLAGS += -DDEBUG
 
 # Redirects debuglogs to /runtime/bin/awesome.log 
 #FIXME This log should be changed to sledge.log (and likely to a user defined path)
 # CFLAGS += -DLOG_TO_FILE
 
 # Various Informational Logs for Debugging
-CFLAGS += -DLOG_STATE_CHANGES
+# CFLAGS += -DLOG_HTTP_PARSER
+# CFLAGS += -DLOG_STATE_CHANGES
 # CFLAGS += -DLOG_LOCK_OVERHEAD
-CFLAGS += -DLOG_CONTEXT_SWITCHES
+# CFLAGS += -DLOG_CONTEXT_SWITCHES
 # CFLAGS += -DLOG_ADMISSIONS_CONTROL
 # CFLAGS += -DLOG_SANDBOX_PERF
 # CFLAGS += -DLOG_REQUEST_ALLOCATION
@@ -43,19 +44,16 @@ CFLAGS += -DLOG_CONTEXT_SWITCHES
 # This flag dumps totals of incoming requests and outgoing responses, broken out by status code
 # family, such as 2XX, 4XX, 5XX. It is useful to debug clients hanging waiting for a response.
 # To log, run `call runtime_log_requests_responses()` while in GDB
-CFLAGS += -DLOG_TOTAL_REQS_RESPS
+# CFLAGS += -DLOG_TOTAL_REQS_RESPS
 
 # This flag logs the total number of sandboxes in the various states
 # It is useful to debug if sandboxes are "getting caught" in a particular state
 # To log, run `call runtime_log_sandbox_states()` while in GDB
-CFLAGS += -DLOG_SANDBOX_TOTALS
+# CFLAGS += -DLOG_SANDBOX_TOTALS
 
 # This flag enables an per-worker atomic count of sandbox's local runqueue count in thread local storage
 # Useful to debug if sandboxes are "getting caught" or "leaking" while in a local runqueue
-CFLAGS += -DLOG_LOCAL_RUNQUEUE
-
-# Debug the HTTP Parser
-CFLAGS += -DLOG_HTTP_PARSER
+# CFLAGS += -DLOG_LOCAL_RUNQUEUE
 
 # System Configuraiton Flags
 
diff --git a/runtime/experiments/concurrency/.gitignore b/runtime/experiments/concurrency/.gitignore
new file mode 100644
index 0000000..64f722e
--- /dev/null
+++ b/runtime/experiments/concurrency/.gitignore
@@ -0,0 +1 @@
+res
diff --git a/runtime/experiments/concurrency/debug.sh b/runtime/experiments/concurrency/debug.sh
new file mode 100755
index 0000000..62c64e3
--- /dev/null
+++ b/runtime/experiments/concurrency/debug.sh
@@ -0,0 +1,19 @@
+#!/bin/bash
+# Executes the runtime in GDB
+# Substitutes the absolute path from the container with a path relatively derived from the location of this script
+# This allows debugging outside of the Docker container
+# Also disables pagination and stopping on SIGUSR1
+
+experiment_directory=$(pwd)
+project_directory=$(cd ../.. && pwd)
+binary_directory=$(cd "$project_directory"/bin && pwd)
+
+export LD_LIBRARY_PATH="$binary_directory:$LD_LIBRARY_PATH"
+export PATH="$binary_directory:$PATH"
+
+gdb --eval-command="handle SIGUSR1 nostop" \
+  --eval-command="handle SIGPIPE nostop" \
+  --eval-command="set pagination off" \
+  --eval-command="set substitute-path /sledge/runtime $project_directory" \
+  --eval-command="run $experiment_directory/spec.json" \
+  sledgert
diff --git a/runtime/experiments/concurrency/latency.gnuplot b/runtime/experiments/concurrency/latency.gnuplot
new file mode 100644
index 0000000..af8cffe
--- /dev/null
+++ b/runtime/experiments/concurrency/latency.gnuplot
@@ -0,0 +1,19 @@
+reset
+
+set term jpeg 
+set output "latency.jpg"
+
+set xlabel "Concurrency"
+set ylabel "Latency (ms)"
+
+set key left top
+
+set xrange [-5:105]
+set yrange [0:]
+
+set style histogram columnstacked
+
+plot 'latency.dat' using 1:2 title 'p50', \
+     'latency.dat' using 1:3 title 'p90', \
+     'latency.dat' using 1:4 title 'p99', \
+     'latency.dat' using 1:5 title 'p100', \
diff --git a/runtime/experiments/concurrency/run.sh b/runtime/experiments/concurrency/run.sh
new file mode 100755
index 0000000..01bab05
--- /dev/null
+++ b/runtime/experiments/concurrency/run.sh
@@ -0,0 +1,139 @@
+#!/bin/bash
+
+# This experiment is intended to document how the level of concurrent requests influence the latency, throughput, and success/failure rate
+# Use -d flag if running under gdb
+
+timestamp=$(date +%s)
+experiment_directory=$(pwd)
+binary_directory=$(cd ../../bin && pwd)
+results_directory="$experiment_directory/res/$timestamp"
+log=log.txt
+
+mkdir -p "$results_directory"
+
+{
+  echo "*******"
+  echo "* Git *"
+  echo "*******"
+  git log | head -n 1 | cut -d' ' -f2
+  git status
+  echo ""
+
+  echo "************"
+  echo "* Makefile *"
+  echo "************"
+  cat ../../Makefile
+  echo ""
+
+  echo "**********"
+  echo "* Run.sh *"
+  echo "**********"
+  cat run.sh
+  echo ""
+
+  echo "************"
+  echo "* Hardware *"
+  echo "************"
+  lscpu
+  echo ""
+
+  echo "*************"
+  echo "* Execution *"
+  echo "*************"
+} >>"$results_directory/$log"
+
+# Start the runtime
+if [ "$1" != "-d" ]; then
+  PATH="$binary_directory:$PATH" LD_LIBRARY_PATH="$binary_directory:$LD_LIBRARY_PATH" sledgert "$experiment_directory/spec.json" >>"$results_directory/$log" 2>>"$results_directory/$log" &
+  sleep 1
+else
+  echo "Running under gdb"
+  echo "Running under gdb" >>"$results_directory/$log"
+fi
+
+# Execute workloads long enough for runtime to learn excepted execution time
+echo -n "Running Samples: "
+hey -n 10000 -c 3 -q 200 -o csv -m GET http://localhost:10000
+sleep 5
+echo "[DONE]"
+
+# Execute the experiments
+concurrency=(1 20 40 60 80 100)
+echo "Running Experiments"
+for conn in ${concurrency[*]}; do
+  printf "\t%d Concurrency: " "$conn"
+  hey -n 10000 -c "$conn" -cpus 2 -o csv -m GET http://localhost:10000 >"$results_directory/con$conn.csv"
+  echo "[DONE]"
+done
+
+# Stop the runtime
+
+if [ "$1" != "-d" ]; then
+  sleep 5
+  echo -n "Running Cleanup: "
+  pkill sledgert >/dev/null 2>/dev/null
+  pkill wrk >/dev/null 2>/dev/null
+  echo "[DONE]"
+fi
+
+# Generate *.csv and *.dat results
+echo -n "Parsing Results: "
+
+printf "Concurrency,Success_Rate\n" >>"$results_directory/success.csv"
+printf "Concurrency,Throughput\n" >>"$results_directory/throughput.csv"
+printf "Con,p50,p90,p99,p100\n" >>"$results_directory/latency.csv"
+
+for conn in ${concurrency[*]}; do
+  # Calculate Success Rate for csv
+  awk -F, '
+    $7 == 200 {ok++}
+    END{printf "'"$conn"',%3.5f\n", (ok / (NR - 1) * 100)}
+  ' <"$results_directory/con$conn.csv" >>"$results_directory/success.csv"
+
+  # Filter on 200s, convery from s to ms, and sort
+  awk -F, '$7 == 200 {print ($1 * 1000)}' <"$results_directory/con$conn.csv" |
+    sort -g >"$results_directory/con$conn-response.csv"
+
+  # Get Number of 200s
+  oks=$(wc -l <"$results_directory/con$conn-response.csv")
+
+  # Get Latest Timestamp
+  duration=$(tail -n1 "$results_directory/con$conn.csv" | cut -d, -f8)
+  throughput=$(echo "$oks/$duration" | bc)
+  printf "%d,%f\n" "$conn" "$throughput" >>"$results_directory/throughput.csv"
+
+  # Generate Latency Data for csv
+  awk '
+    BEGIN {
+      sum = 0
+      p50 = int('"$oks"' * 0.5)
+      p90 = int('"$oks"' * 0.9)
+      p99 = int('"$oks"' * 0.99)
+      p100 = '"$oks"'
+      printf "'"$conn"',"
+    }   
+    NR==p50 {printf "%1.4f,", $0}
+    NR==p90 {printf "%1.4f,", $0}
+    NR==p99 {printf "%1.4f,", $0}
+    NR==p100 {printf "%1.4f\n", $0}
+  ' <"$results_directory/con$conn-response.csv" >>"$results_directory/latency.csv"
+
+  # Delete scratch file used for sorting/counting
+  rm -rf "$results_directory/con$conn-response.csv"
+done
+
+# Transform csvs to dat files for gnuplot
+for file in success latency throughput; do
+  echo -n "#" >"$results_directory/$file.dat"
+  tr ',' ' ' <"$results_directory/$file.csv" | column -t >>"$results_directory/$file.dat"
+done
+
+# Generate gnuplots
+cd "$results_directory" || exit
+gnuplot ../../latency.gnuplot
+gnuplot ../../success.gnuplot
+gnuplot ../../throughput.gnuplot
+cd "$experiment_directory" || exit
+
+# Cleanup, if requires
+echo "[DONE]"
diff --git a/runtime/experiments/concurrency/spec.json b/runtime/experiments/concurrency/spec.json
new file mode 100644
index 0000000..b2b4a20
--- /dev/null
+++ b/runtime/experiments/concurrency/spec.json
@@ -0,0 +1,14 @@
+{
+	"active": "yes",
+	"name": "empty",
+	"path": "empty_wasm.so",
+	"port": 10000,
+	"relative-deadline-us": 50000,
+	"argsize": 1,
+	"http-req-headers": [],
+	"http-req-content-type": "text/plain",
+	"http-req-size": 1024,
+	"http-resp-headers": [],
+	"http-resp-size": 1024,
+	"http-resp-content-type": "text/plain"
+}
\ No newline at end of file
diff --git a/runtime/experiments/concurrency/success.gnuplot b/runtime/experiments/concurrency/success.gnuplot
new file mode 100644
index 0000000..02be39e
--- /dev/null
+++ b/runtime/experiments/concurrency/success.gnuplot
@@ -0,0 +1,12 @@
+reset
+
+set term jpeg 
+set output "success.jpg"
+
+set xlabel "Concurrency"
+set ylabel "% 2XX"
+
+set xrange [-5:105]
+set yrange [0:110]
+
+plot 'success.dat' using 1:2 title '2XX'
diff --git a/runtime/experiments/concurrency/throughput.gnuplot b/runtime/experiments/concurrency/throughput.gnuplot
new file mode 100644
index 0000000..3a5ca11
--- /dev/null
+++ b/runtime/experiments/concurrency/throughput.gnuplot
@@ -0,0 +1,12 @@
+reset
+
+set term jpeg 
+set output "throughput.jpg"
+
+set xlabel "Concurrency"
+set ylabel "Requests/sec"
+
+set xrange [-5:105]
+set yrange [0:]
+
+plot 'throughput.dat' using 1:2 title 'Reqs/sec'
diff --git a/runtime/tests/raw_utilization/debug.sh b/runtime/tests/raw_utilization/debug.sh
deleted file mode 100755
index 5541f0c..0000000
--- a/runtime/tests/raw_utilization/debug.sh
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/bin/bash
-# Executes the runtime in GDB
-# Substitutes the absolute path from the container with a path relatively derived from the location of this script
-# This allows debugging outside of the Docker container
-# Also disables pagination and stopping on SIGUSR1
-
-declare project_path="$(
-  cd "$(dirname "$1")/../.."
-  pwd
-)"
-echo $project_path
-cd ../../bin
-export LD_LIBRARY_PATH="$(pwd):$LD_LIBRARY_PATH"
-gdb --eval-command="handle SIGUSR1 nostop" \
-  --eval-command="set pagination off" \
-  --eval-command="set substitute-path /sledge/runtime $project_path" \
-  --eval-command="run ../tests/raw_utilization/test_mixed_preemption.json" \
-  ./sledgert
-cd ../../tests
diff --git a/runtime/tests/raw_utilization/demo.sh b/runtime/tests/raw_utilization/demo.sh
deleted file mode 100755
index a1efbfc..0000000
--- a/runtime/tests/raw_utilization/demo.sh
+++ /dev/null
@@ -1,39 +0,0 @@
-#!/bin/bash
-# cd ../../bin
-# LD_LIBRARY_PATH="$(pwd):$LD_LIBRARY_PATH" ./sledgert ../tests/mixed_preemption/test_mixed_preemption.json &
-# cd ../tests/mixed_preemption/
-
-# Run small samples on each port to let the runtime figure out the execution time
-sleep 10
-echo "Running Samples"
-wrk -d 1m -t 1 -s post.lua http://localhost:10025 -- --delay 0 25\n
-
-# Run in Serial, increasing number of open connections
-sleep 10
-echo "Running Experiments"
-wrk --duration 1m --threads 1 --connections 10 --timeout 10m --script post.lua http://localhost:10025 -- --delay 0 25\n >./res/con10.txt
-wrk --duration 1m --threads 1 --connections 15 --timeout 10m --script post.lua http://localhost:10025 -- --delay 0 25\n >./res/con15.txt
-wrk --duration 1m --threads 1 --connections 20 --timeout 10m --script post.lua http://localhost:10025 -- --delay 0 25\n >./res/con20.txt
-wrk --duration 1m --threads 1 --connections 25 --timeout 10m --script post.lua http://localhost:10025 -- --delay 0 25\n >./res/con25.txt
-
-# Kill the Background Sledge processes
-sleep 10
-echo "Running Cleanup"
-pkill sledgert
-pkill wrk
-
-# Extract the Latency CSV Data from the Log
-
-echo 'con10, con10' >./res/con10.csv
-grep -A200 -m1 -e 'Percentile, Latency' ./res/con10.txt >>./res/con10.csv
-
-echo 'con15, con15' >./res/con15.csv
-grep -A200 -m1 -e 'Percentile, Latency' ./res/con15.txt >>./res/con15.csv
-
-echo 'con20, con20' >./res/con20.csv
-grep -A200 -m1 -e 'Percentile, Latency' ./res/con20.txt >>./res/con20.csv
-
-echo 'con25, con25' >./res/con25.csv
-grep -A200 -m1 -e 'Percentile, Latency' ./res/con25.txt >>./res/con25.csv
-
-paste -d, ./res/con10.csv ./res/con15.csv ./res/con20.csv ./res/con25.csv >./res/merged.csv
diff --git a/runtime/tests/raw_utilization/post.lua b/runtime/tests/raw_utilization/post.lua
deleted file mode 100644
index 84d7779..0000000
--- a/runtime/tests/raw_utilization/post.lua
+++ /dev/null
@@ -1,58 +0,0 @@
--- Default to 1 request / second
-wrk.method = "POST"
-wrk.body   = "10\n"
-wrk.headers["Content-Type"] = "text/plain"
-local delay_val = 1000
-
-function init(args)
-    if #args == 0 then
-        io.write("[wrk stuff] -- --delay [delay in ms] [args ...]\n")
-        os.exit();
-    end 
-
-    local current_arg = 1
-    while current_arg <= #args do
-        if args[current_arg] == "--delay" then
-            delay_val = args[current_arg + 1]
-            current_arg = current_arg + 2;
-            io.write(string.format("Delay: %s\n", delay_val))
-        else 
-            -- Concatenate all remaining args
-            local buffer = ""
-            for i = current_arg, #args, 1 do
-                buffer = buffer .. args[i]
-            end 
-            io.write(string.format("Buffer: %s\n", buffer))
-            wrk.body = buffer
-            -- And exit loop
-            break;    
-        end
-    end
-end
-
--- Uncomment to dynamically generate a different request each time
--- function request()
---     return wrk.format(nil, nil, nil,tostring(math.random(10, 23)) .."\n")
--- end
-
--- Wrk calls a function name delay to get the delay between requests (in ms)
-function delay()
-    return delay_val
-end
-
-function response(status, headers, body)
-    -- io.write(string.format("%s: %s\n", status, body))
-end
-
--- Done Phase
-
--- Called when complete, presenting aggregate results
-function done(summary, latency, requests)
-    io.write("Percentile, Latency\n");
-    for i = 1, 99 do
-        io.write(string.format("%d, %d\n", i, latency:percentile(i)))
-    end
-end
-
-
-
diff --git a/runtime/tests/raw_utilization/test_mixed_preemption.json b/runtime/tests/raw_utilization/test_mixed_preemption.json
deleted file mode 100644
index cbd3b0c..0000000
--- a/runtime/tests/raw_utilization/test_mixed_preemption.json
+++ /dev/null
@@ -1,70 +0,0 @@
-{
-  "active": "yes",
-  "name": "fibonacci_10",
-  "path": "fibonacci_wasm.so",
-  "port": 10010,
-  "relative-deadline-us": 4000,
-  "argsize": 1,
-  "http-req-headers": [],
-  "http-req-content-type": "text/plain",
-  "http-req-size": 1024,
-  "http-resp-headers": [],
-  "http-resp-size": 1024,
-  "http-resp-content-type": "text/plain"
-},
-{
-  "active": "yes",
-  "name": "fibonacci_20",
-  "path": "fibonacci_wasm.so",
-  "port": 10020,
-  "relative-deadline-us": 5000,
-  "argsize": 1,
-  "http-req-headers": [],
-  "http-req-content-type": "text/plain",
-  "http-req-size": 1024,
-  "http-resp-headers": [],
-  "http-resp-size": 1024,
-  "http-resp-content-type": "text/plain"
-},
-{
-  "active": "yes",
-  "name": "fibonacci_25",
-  "path": "fibonacci_wasm.so",
-  "port": 10025,
-  "relative-deadline-us": 6000,
-  "argsize": 1,
-  "http-req-headers": [],
-  "http-req-content-type": "text/plain",
-  "http-req-size": 1024,
-  "http-resp-headers": [],
-  "http-resp-size": 1024,
-  "http-resp-content-type": "text/plain"
-},
-{
-  "active": "yes",
-  "name": "fibonacci_30",
-  "path": "fibonacci_wasm.so",
-  "port": 10030,
-  "relative-deadline-us": 8000,
-  "argsize": 1,
-  "http-req-headers": [],
-  "http-req-content-type": "text/plain",
-  "http-req-size": 1024,
-  "http-resp-headers": [],
-  "http-resp-size": 1024,
-  "http-resp-content-type": "text/plain"
-},
-{
-  "active": "yes",
-  "name": "fibonacci_35",
-  "path": "fibonacci_wasm.so",
-  "port": 10035,
-  "relative-deadline-us": 53000,
-  "argsize": 1,
-  "http-req-headers": [],
-  "http-req-content-type": "text/plain",
-  "http-req-size": 1024,
-  "http-resp-headers": [],
-  "http-resp-size": 1024,
-  "http-resp-content-type": "text/plain"
-}