diff --git a/configs/learning_gem5/part1/caches.py b/configs/learning_gem5/part1/caches.py
index 71fa32ae3..2a69bdb82 100644
--- a/configs/learning_gem5/part1/caches.py
+++ b/configs/learning_gem5/part1/caches.py
@@ -95,7 +95,7 @@ class L1DCache(L1Cache):
     SimpleOpts.add_option('--l1d_assoc',
                     help="L1 data cache associativity. Default: %s" % assoc)
     SimpleOpts.add_option('--replacement_policy',
-                    help="L1 cache replacement policy. [NMRU,LRU,Random]")
+                    help="L1 cache replacement policy. [NMRU,LFU,LRU,Random]")
 
     def __init__(self, opts=None):
         super(L1DCache, self).__init__(opts)
@@ -117,6 +117,9 @@ class L1DCache(L1Cache):
         elif opts.replacement_policy == "LRU":
             from m5.objects import LRU
             self.tags = LRU()
+        elif opts.replacement_policy == "LFU":
+            from m5.objects import LFU
+            self.tags = LFU()
         elif opts.replacement_policy:
             fatal("Unsupported replacement policy: %s" %
                   opts.replacement_policy)
diff --git a/src/mem/cache/tags/SConscript b/src/mem/cache/tags/SConscript
index d593be86e..8a4abb068 100644
--- a/src/mem/cache/tags/SConscript
+++ b/src/mem/cache/tags/SConscript
@@ -38,3 +38,4 @@ Source('lru.cc')
 Source('random_repl.cc')
 Source('fa_lru.cc')
 Source('nmru.cc')
+Source('lfu.cc')
diff --git a/src/mem/cache/tags/Tags.py b/src/mem/cache/tags/Tags.py
index 68e5fe8f0..561b9c8e9 100644
--- a/src/mem/cache/tags/Tags.py
+++ b/src/mem/cache/tags/Tags.py
@@ -85,3 +85,8 @@ class NMRU(BaseSetAssoc):
     type = 'NMRU'
     cxx_class = 'NMRU'
     cxx_header = "mem/cache/tags/nmru.hh"
+
+class LFU(BaseSetAssoc):
+    type = 'LFU'
+    cxx_class = 'LFU'
+    cxx_header = "mem/cache/tags/lfu.hh"
diff --git a/src/mem/cache/tags/lfu.cc b/src/mem/cache/tags/lfu.cc
new file mode 100644
index 000000000..390785267
--- /dev/null
+++ b/src/mem/cache/tags/lfu.cc
@@ -0,0 +1,80 @@
+/*
+ * Authors: Sanchayan Maity
+ */
+
+/**
+ * @file
+ * Definitions of a LFU tag store.
+ */
+
+#include "mem/cache/tags/lfu.hh"
+
+#include "debug/CacheRepl.hh"
+#include "mem/cache/base.hh"
+
+LFU::LFU(const Params *p) : BaseSetAssoc(p)
+{
+
+}
+
+CacheBlk*
+LFU::accessBlock(Addr addr, bool is_secure, Cycles &lat, int master_id)
+{
+        CacheBlk *blk = BaseSetAssoc::accessBlock(addr,
+                        is_secure, lat, master_id);
+
+        return blk;
+}
+
+CacheBlk*
+LFU::findVictim(Addr addr)
+{
+        int set = extractSet(addr);
+        int minimum;
+
+        BlkType *blk = nullptr;
+        for (int i = 0; i < allocAssoc; ++i) {
+                BlkType *b = sets[set].blks[i];
+                if (i == 0) {
+                        minimum = b->refCount;
+                        blk = b;
+                }
+                else if (b->refCount < minimum) {
+                        minimum = b->refCount;
+                        blk = b;
+                }
+        }
+        assert(!blk || blk->way < allocAssoc);
+
+    if (blk && blk->isValid()) {
+        DPRINTF(CacheRepl,
+                                "set %x: selecting blk %x for replacement\n",
+                                set, regenerateBlkAddr(blk->tag, set));
+    }
+
+    return blk;
+}
+
+void
+LFU::insertBlock(PacketPtr pkt, BlkType *blk)
+{
+        BaseSetAssoc::insertBlock(pkt, blk);
+
+        int set = extractSet(pkt->getAddr());
+        sets[set].moveToHead(blk);
+}
+
+void
+LFU::invalidate(CacheBlk *blk)
+{
+        BaseSetAssoc::invalidate(blk);
+
+        int set = blk->set;
+        sets[set].moveToTail(blk);
+}
+
+LFU*
+LFUParams::create()
+{
+        return new LFU(this);
+}
diff --git a/src/mem/cache/tags/lfu.hh b/src/mem/cache/tags/lfu.hh
new file mode 100644
index 000000000..5b50f452e
--- /dev/null
+++ b/src/mem/cache/tags/lfu.hh
@@ -0,0 +1,42 @@
+/*
+ * Authors: Sanchayan Maity
+ */
+
+
+/**
+ * @file
+ * Declaration of a LFU tag store.
+ * The LFU tags guarantee that the system will
+ * purge the item with the lowest reference frequency.
+ * */
+
+#ifndef __MEM_CACHE_TAGS_LFU_HH__
+#define __MEM_CACHE_TAGS_LFU_HH__
+
+#include "mem/cache/tags/base_set_assoc.hh"
+#include "params/LFU.hh"
+
+class LFU : public BaseSetAssoc
+{
+  public:
+    /** Convenience typedef. */
+    typedef LFUParams Params;
+
+    /**
+     * Construct and initialize this tag store.
+     */
+    LFU(const Params *p);
+
+    /**
+     * Destructor
+     */
+    ~LFU() {}
+
+    CacheBlk* accessBlock(Addr addr, bool is_secure,
+                        Cycles &lat, int context_src);
+    CacheBlk* findVictim(Addr addr);
+    void insertBlock(PacketPtr pkt, BlkType *blk);
+    void invalidate(CacheBlk *blk);
+};
+
+#endif // __MEM_CACHE_TAGS_LFU_HH__