2. Malloc Lab
- Due date: 11:59pm, 10/18/2024
- Lead TA: Cheolwoo Myung (cwmyung@snu.ac.kr)
Goals
- Understand dynamic memory allocators
- Implementation internals of
malloc()andfree() - Understand potential design spaces and opportunities of memory allocators
Preparation
First, download the malloclab-handout.tar. Start by copying
malloclab-handout.tar to your docker container. Then give the
command:
$ tar -xvf malloclab-handout.tar
This command unpacks a number of files into the directory.
In this assignment, you are allowed to modify mm.c. The mdriver.c
program is a driver program that allows you to evaluate the
performance of your solution. Use the command to generate the driver
code and run it with the command ./mdriver -V. (The -V flag
displays helpful summary information.) When you have completed the
lab, you will hand in only one file (mm.c), which contains your
solution.
Before building the program with make command, please check if packages are installed.
$ sudo apt-get install gcc-multilib g++-multilib
How to Work on the Lab
Your dynamic storage allocator will consist of the following four
functions, which are declared in mm.h and defined in mm.c.
int mm_init(void);void *mm_malloc(size_t size);void mm_free(void *ptr);void *mm_realloc(void *ptr, size_t size);
The mm.c file implements the simplest but still functionally correct
malloc package that we could think of. Using this as a starting place,
modify these functions (and possibly define other private static
functions), so that they obey the following semantics:
-
mm_init:Before callingmm_malloc,mm_reallocormm_free, the application program (i.e., the trace-driven driver program that you will use to evaluate your implementation) callsmm_initto perform any necessary initializations, such as allocating the initial heap area. The return value should be -1 if there was a problem in performing the initialization, 0 otherwise. -
mm_malloc:Themm_mallocroutine returns a pointer to an allocated block payload of at leastsizebytes. The entire allocated block should lie within the heap region and should not overlap with any other allocated chunk.We will comparing your implementation to the version of
mallocsupplied in the standard C library (libc). Since thelibcmalloc always returns payload pointers that are aligned to 8 bytes, your malloc implementation should do likewise and always return 8-byte aligned pointers. -
mm_free:Themm_freeroutine frees the block pointed to byptr. It returns nothing. This routine is only guaranteed to work when the passed pointer (ptr) was returned by an earlier call tomm_mallocormm_reallocand has not yet been freed. -
mm_realloc:Themm_reallocroutine returns a pointer to an allocated region of at leastsizebytes with the following constraints.-
if
ptris NULL, the call is equivalent tomm_malloc(size); -
if
sizeis equal to zero, the call is equivalent tomm_free(ptr); -
if
ptris not NULL, it must have been returned by an earlier call tomm_mallocormm_realloc. The call tomm_reallocchanges the size of the memory block pointed to byptr(the old block) tosizebytes and returns the address of the new block. Notice that the address of the new block might be the same as the old block, or it might be different, depending on your implementation, the amount of internal fragmentation in the old block, and the size of thereallocrequest.The contents of the new block are the same as those of the old
ptrblock, up to the minimum of the old and new sizes. Everything else is uninitialized. For example, if the old block is 8 bytes and the new block is 12 bytes, then the first 8 bytes of the new block are identical to the first 8 bytes of the old block and the last 4 bytes are uninitialized. Similarly, if the old block is 8 bytes and the new block is 4 bytes, then the contents of the new block are identical to the first 4 bytes of the old block.
-
These semantics match the the semantics of the corresponding libc
malloc, realloc, and free routines. Type man malloc to the shell
for complete documentation.
Heap Consistency Checker
Dynamic memory allocators are notoriously tricky beasts to program correctly and efficiently. They are difficult to program correctly because they involve a lot of untyped pointer manipulation. You will find it very helpful to write a heap checker that scans the heap and checks it for consistency.
Some examples of what a heap checker might check are:
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Is every block in the free list marked as free?
-
Are there any contiguous free blocks that somehow escaped coalescing?
-
Is every free block actually in the free list?
-
Do the pointers in the free list point to valid free blocks?
-
Do any allocated blocks overlap?
-
Do the pointers in a heap block point to valid heap addresses?
Your heap checker will consist of the function int mm_check(void) in
mm.c. It will check any invariants or consistency conditions you
consider prudent. It returns a nonzero value if and only if your heap is
consistent. You are not limited to the listed suggestions nor are you
required to check all of them. You are encouraged to print out error
messages when mm_check fails.
This consistency checker is for your own debugging during development.
When you submit mm.c, make sure to remove any calls to mm_check as
they will slow down your throughput.
Support Routines
The memlib.c package simulates the memory system for your dynamic
memory allocator. You can invoke the following functions in
memlib.c:
-
void *mem_sbrk(int incr): Expands the heap byincrbytes, whereincris a positive non-zero integer and returns a generic pointer to the first byte of the newly allocated heap area. The semantics are identical to the Unixsbrkfunction, except thatmem_sbrkaccepts only a positive non-zero integer argument. -
void *mem_heap_lo(void): Returns a generic pointer to the first byte in the heap. -
void *mem_heap_hi(void): Returns a generic pointer to the last byte in the heap. -
size_t mem_heapsize(void): Returns the current size of the heap in bytes. -
size_t mem_pagesize(void): Returns the system’s page size in bytes (4K on Linux systems).
The Trace-driven Driver Program
The driver program mdriver.c in malloclab-handout.tar tests your
mm.c package for correctness, space utilization, and throughput. The
driver program is controlled by a set of trace files that are
included in malloclab-handout.tar. Each trace file contains a
sequence of allocate, reallocate, and free directions that instruct
the driver to call your mm_malloc, mm_realloc, and mm_free
routines in some sequence. The driver and the trace files are the same
ones we will use when we grade your handin mm.c file.
The driver mdriver.c accepts the following command line arguments:
-
-t <tracedir>: Look for the default trace files in directorytracedirinstead of the default directory defined inconfig.h. -
-f <tracefile>: Use one particulartracefilefor testing instead of the default set of tracefiles. -
-h: Print a summary of the command line arguments. -
-l: Run and measurelibcmalloc in addition to the student’s malloc package. -
-v: Verbose output. Print a performance breakdown for each tracefile in a compact table. -
-V: More verbose output. Prints additional diagnostic information as each trace file is processed. Useful during debugging for determining which trace file is causing your malloc package to fail.
Evaluation
You will receive zero points if you break any of the rules or your code is buggy and crashes the driver. Otherwise, your grade will be calculated as follows:
-
Correctness (22 points). You will receive full points if your solution passes the correctness tests performed by the driver program. You will receive partial credit for each correct trace.
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Performance (44 points). Two performance metrics will be used to evaluate your solution:
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Space utilization: The peak ratio between the aggregate amount of memory used by the driver (i.e., allocated via
mm_mallocormm_reallocbut not yet freed viamm_free) and the size of the heap used by your allocator. The optimal ratio equals to 1. You should find good policies to minimize fragmentation in order to make this ratio as close as possible to the optimal. -
Throughput: The average number of operations completed per second.
The driver program summarizes the performance of your allocator by computing a performance index, P, which is a weighted sum of the space utilization and throughput. Specifically, P is computed as follows:
where U is your space utilization, T is your throughput, and Tlibc is the estimated throughput of
libcmalloc on your system on the default traces.1 The performance index favors space utilization over throughput, with a default of w = 0.6.Observing that both memory and CPU cycles are expensive system resources, we adopt this formula to encourage balanced optimization of both memory utilization and throughput. Ideally, the performance index will reach P = w + (1−w) = 1 or 100%. Since each metric will contribute at most w and 1 − w to the performance index, respectively, you should not go to extremes to optimize either the memory utilization or the throughput only. To receive a good score, you must achieve a balance between utilization and throughput.
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Hints
-
Use the
mdriver-foption. During initial development, using tiny trace files will simplify debugging and testing. We have included two such trace files (short1,2-bal.rep) that you can use for initial debugging. -
Use the
mdriver-vand-Voptions. The-voption will give you a detailed summary for each trace file. The-Vwill also indicate when each trace file is read, which will help you isolate errors. -
Compile with
gcc -gand use a debugger. A debugger will help you isolate and identify out of bounds memory references. -
Understand every line of the malloc implementation in the textbook. The textbook has a detailed example of a simple allocator based on an implicit free list. Use this is a point of departure. Don't start working on your allocator until you understand everything about the simple implicit list allocator.
-
Encapsulate your pointer arithmetic in C preprocessor macros. Pointer arithmetic in memory managers is confusing and error-prone because of all the casting that is necessary. You can reduce the complexity significantly by writing macros for your pointer operations. See the text for examples.
-
Do your implementation in stages. The first 9 traces contain requests to
mallocandfree. The last 2 traces contain requests forrealloc,malloc, andfree. We recommend that you start by getting yourmallocandfreeroutines working correctly and efficiently on the first 9 traces. Only then should you turn your attention to thereallocimplementation. For starters, buildreallocon top of your existingmallocandfreeimplementations. But to get really good performance, you will need to build a stand-alonerealloc. -
Use a profiler. You may find the
gproftool helpful for optimizing performance. -
Start early! It is possible to write an efficient malloc package with a few pages of code. However, it can be much more difficult than you think. So start early, and good luck!
Submission
Prepare your submission by executing the script,
prepare-submit.sh. It creates a compressed tar ball,
assign-2-submit.tar.gz using your ./mm.c.
$ bash ./prepare-submit.sh
[*] Remove tar file...
[*] Compress files...
./mm.c
[*] Successfully Compressed!
[*] Done! You are ready to submit: assign-2-submit.tar.gz
Option 1: Download from the Remote Server Container
If you are using the container on the kayle server,
you can transfer the assign-2-submit.tar.gz file to your local
computer using the scp command:
# Open your local terminal (e.g., PowerShell, Bash, etc.)
$ scp -P <port> compsec@kayle.snu.ac.kr:~/malloclab-handout/assign-2-submit.tar.gz ./
compsec@kayle.snu.ac.kr's password:
assign-2-submit.tar.gz 100% 273 36.8KB/s 00:00
$ ls
assign-2-submit.tar.gz
<port>: This is the SSH port used to connect to the container.
Option 2: Download from Your Local Machine’s Container
If you are running the container on your own local machine, use the following scp command to copy the file from the container:
# Open your local terminal (e.g., PowerShell, Bash, etc.)
$ scp -P 22222 compsec@localhost:~/malloclab-handout/assign-2-submit.tar.gz ./
compsec@localhost's password:
assign-2-submit.tar.gz 100% 273 36.8KB/s 00:00
$ ls
assign-2-submit.tar.gz
Finally, once you have the assign-2-submit.tar.gz file on your local machine, upload it to the eTL.
Footnotes
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The value for Tlibc is a constant in the driver (600 Kops/s) that your instructor established when they configured the program. ↩