5 Basic Cache Optimizations

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Presentation transcript:

5 Basic Cache Optimizations Reducing Miss Rate Larger Block size (compulsory misses) Larger Cache size (capacity misses) Higher Associativity (conflict misses) Reducing Miss Penalty Multilevel Caches Reducing hit time Giving Reads Priority over Writes E.g., Read complete before earlier writes in write buffer 11/21/2018 Lec 06-cache review

Virtual Memory

Terminology Page: a virtual memory block Page fault: a virtual memory miss Memory mapping (memory translation): converting a virtual memory produced by the CPU to a physical address 11/21/2018 Lec 06-cache review

Mapping of Virtual Memory to Physical Memory 11/21/2018 Lec 06-cache review

Typical Parameter Ranges First-level cache Virtual Memory Block size 16 ~ 128 B 4096~65,536B Hit time 1~3 cycles 50~150 cycles Miss penalty 8~150 cycles 1,000,000 ~ 10,000,000 cycles access time 6~130 cycles 800,000 ~ 8,000,000 cycles transfer time 2~20 cycles 200,000 ~ 2,000,000 cycles Miss rate 0.1~10% 0.00001~0.001% 11/21/2018 Lec 06-cache review

Design Issues A page fault takes millions of cycles to process. Pages should be large enough to amortize the high access time. (4KB ~ 64KB) Fully associative placement of pages is used. Page faults can be handled in software. Write-back (Write-through scheme does not work.) 11/21/2018 Lec 06-cache review

Where to Place a Page and How to Find it Fully associative placement A page table is used to located pages. Resides in memory Indexed with the page number from the virtual address and contains the corresponding physical page number. Each program has its own page table. To indicate the location of the page table in memory, the page table register is used. A valid bit in each entry (off: the page is not in memory => page fault) 11/21/2018 Lec 06-cache review

Translation of Virtual Address 11/21/2018 Lec 06-cache review

Page Table Virtual page 11/21/2018 Lec 06-cache review

Writes in Virtual Memory Writes to the next level of memory hierarchy (disk) take millions of cycles. Write-through (with write buffer) is not practical. Write-back (copy back): Virtual memory systems perform the individual writes into the page in memory and copy the page back to disk when it is replaced. Dirty bit: indicates the page has been modified. 11/21/2018 Lec 06-cache review

The Limits of Physical Addressing “Physical addresses” of memory locations A0-A31 A0-A31 CPU Memory D0-D31 D0-D31 Data All programs share one address space: The physical address space Machine language programs must be aware of the machine organization No way to prevent a program from accessing any machine resource 11/21/2018 Lec 06-cache review

Solution: Add a Layer of Indirection “Physical Addresses” Address Translation Virtual Physical “Virtual Addresses” A0-A31 A0-A31 CPU Memory D0-D31 D0-D31 Data User programs run in an standardized virtual address space Address Translation hardware managed by the operating system (OS) maps virtual address to physical memory Hardware supports “modern” OS features: Protection, Translation, Sharing 11/21/2018 Lec 06-cache review

Three Advantages of Virtual Memory Translation: Program can be given consistent view of memory, even though physical memory is scrambled Makes multithreading reasonable (now used a lot!) Only the most important part of program (“Working Set”) must be in physical memory. Contiguous structures (like stacks) use only as much physical memory as necessary yet still grow later. Protection: Different threads (or processes) protected from each other. Different pages can be given special behavior (Read Only, Invisible to user programs, etc). Kernel data protected from User programs Very important for protection from malicious programs Sharing: Can map same physical page to multiple users (“Shared memory”) 11/21/2018 Lec 06-cache review

Page tables encode virtual address spaces A virtual address space is divided into blocks of memory called pages Physical Address Space Virtual frame A machine usually supports pages of a few sizes (MIPS R4000): frame frame frame A valid page table entry codes physical memory “frame” address for the page 11/21/2018 Lec 06-cache review

Page tables encode virtual address spaces Physical Memory Space A valid page table entry codes physical memory “frame” address for the page Page Table OS manages the page table for each ASID A virtual address space is divided into blocks of memory called pages frame frame frame A machine usually supports pages of a few sizes (MIPS R4000): frame A page table is indexed by a virtual address 11/21/2018 Lec 06-cache review

Details of Page Table Page Table Physical Memory Space Virtual Address Page Table index into page table Base Reg V Access Rights PA V page no. offset 12 table located in physical memory P page no. Physical Address frame frame frame frame virtual address Page table maps virtual page numbers to physical frames (“PTE” = Page Table Entry) Virtual memory => treat memory  cache for disk 11/21/2018 Lec 06-cache review

Page tables may not fit in memory! A table for 4KB pages for a 32-bit address space has 1M entries Each process needs its own address space! Two-level Page Tables P1 index P2 index Page Offset 31 12 11 21 22 32 bit virtual address Top-level table wired in main memory Subset of 1024 second-level tables in main memory; rest are on disk or unallocated 11/21/2018 Lec 06-cache review

VM and Disk: Page replacement policy ... Page Table 1 0 used dirty 0 1 1 1 0 0 Dirty bit: page written. Used bit: set to 1 on any reference Set of all pages in Memory Tail pointer: Clear the used bit in the page table Head pointer Place pages on free list if used bit is still clear. Schedule pages with dirty bit set to be written to disk. Freelist Free Pages Architect’s role: support setting dirty and used bits 11/21/2018 Lec 06-cache review

TLB Design Concepts 11/21/2018 Lec 06-cache review

TLB (Translation Lookaside Buffer) Each memory access by a program takes at least twice as long. One to obtain the physical address in the page table One to get the data TLB (Translation Lookaside Buffer) A cache that holds only page table mapping Includes the reference bit, the dirty bit, and the valid bit. We don’t need to access the page table on every reference. 11/21/2018 Lec 06-cache review

TLB Structure Virtual Page # Physical Page # Dirty Valid Ref 11/21/2018 Lec 06-cache review

TLB Acting as a Cache on Page Table 11/21/2018 Lec 06-cache review

TLB Design Issues When a TLB entry is replaced, we need to copy the reference and dirty bits back to the page table entry. Write-back (due to small miss rate) Fully associative mapping (due to small TLB) If larger TLBs are used, no or small associativity can be used. Randomly choose an entry to replace. 11/21/2018 Lec 06-cache review

MIPS Address Translation: How does it work? “Virtual Addresses” “Physical Addresses” A0-A31 Virtual Physical A0-A31 Translation Look-Aside Buffer (TLB) Translation Look-Aside Buffer (TLB) A small fully-associative cache of mappings from virtual to physical addresses CPU Memory D0-D31 D0-D31 Data What is the table of mappings that it caches? TLB also contains protection bits for virtual address Fast common case: Virtual address is in TLB, process has permission to read/write it. 11/21/2018 Lec 06-cache review

Physical and virtual pages must be the same size! The TLB caches page table entries Physical and virtual pages must be the same size! TLB Page Table 2 1 3 virtual address page off frame 5 physical address TLB caches page table entries. Physical frame address for ASID V=0 pages either reside on disk or have not yet been allocated. OS handles V=0 “Page fault” MIPS handles TLB misses in software (random replacement). Other machines use hardware. 11/21/2018 Lec 06-cache review

Can TLB and caching be overlapped? Virtual Page Number Page Offset Index Byte Select Valid Cache Tags Cache Data Translation Look-Aside Buffer (TLB) Virtual Physical Cache Block = Hit Cache Tag This works, but ... Q. What is the downside? A. Inflexibility. Size of cache limited by page size. Data out 11/21/2018 Lec 06-cache review

Problems With Overlapped TLB Access Overlapped access only works as long as the address bits used to index into the cache do not change as the result of VA translation This usually limits things to small caches, large page sizes, or high n-way set associative caches if you want a large cache Example: suppose everything the same except that the cache is increased to 8 K bytes instead of 4 K: 11 2 cache index 00 This bit is changed by VA translation, but is needed for cache lookup 20 12 virt page # disp Solutions: go to 8K byte page sizes; go to 2 way set associative cache; or SW guarantee VA[13]=PA[13] 1K 2 way set assoc cache 10 4 4 11/21/2018 Lec 06-cache review

Use virtual addresses for cache? “Physical Addresses” A0-A31 Virtual Physical A0-A31 Virtual Translation Look-Aside Buffer (TLB) CPU Cache Main Memory D0-D31 D0-D31 D0-D31 Only use TLB on a cache miss ! Downside: a subtle, fatal problem. What is it? A. Synonym problem. If two address spaces share a physical frame, data may be in cache twice. Maintaining consistency is a nightmare. 11/21/2018 Lec 06-cache review

Summary #1/3: The Cache Design Space Several interacting dimensions cache size block size associativity replacement policy write-through vs write-back write allocation The optimal choice is a compromise depends on access characteristics workload use (I-cache, D-cache, TLB) depends on technology / cost Simplicity often wins Cache Size Associativity Block Size Bad No fancy replacement policy is needed for the direct mapped cache. As a matter of fact, that is what cause direct mapped trouble to begin with: only one place to go in the cache--causes conflict misses. Besides working at Sun, I also teach people how to fly whenever I have time. Statistic have shown that if a pilot crashed after an engine failure, he or she is more likely to get killed in a multi-engine light airplane than a single engine airplane. The joke among us flight instructors is that: sure, when the engine quit in a single engine stops, you have one option: sooner or later, you land. Probably sooner. But in a multi-engine airplane with one engine stops, you have a lot of options. It is the need to make a decision that kills those people. Good Factor A Factor B Less More 11/21/2018 Lec 06-cache review CS252 S05

Summary #2/3: Caches The Principle of Locality: Program access a relatively small portion of the address space at any instant of time. Temporal Locality: Locality in Time Spatial Locality: Locality in Space Three Major Categories of Cache Misses: Compulsory Misses: sad facts of life. Example: cold start misses. Capacity Misses: increase cache size Conflict Misses: increase cache size and/or associativity. Nightmare Scenario: ping pong effect! Write Policy: Write Through vs. Write Back Today CPU time is a function of (ops, cache misses) vs. just f(ops): affects Compilers, Data structures, and Algorithms 11/21/2018 Lec 06-cache review CS252 S05

Summary #3/3: TLB, Virtual Memory Page tables map virtual address to physical address TLBs are important for fast translation TLB misses are significant in processor performance funny times, as most systems can’t access all of 2nd level cache without TLB misses! Caches, TLBs, Virtual Memory all understood by examining how they deal with 4 questions: 1) Where can block be placed? 2) How is block found? 3) What block is replaced on miss? 4) How are writes handled? Today VM allows many processes to share single memory without having to swap all processes to disk; today VM protection is more important than memory hierarchy benefits, but computers insecure Let’s do a short review of what you learned last time. Virtual memory was originally invented as another level of memory hierarchy such that programers, faced with main memory much smaller than their programs, do not have to manage the loading and unloading portions of their program in and out of memory. It was a controversial proposal at that time because very few programers believed software can manage the limited amount of memory resource as well as human. This all changed as DRAM size grows exponentially in the last few decades. Nowadays, the main function of virtual memory is to allow multiple processes to share the same main memory so we don’t have to swap all the non-active processes to disk. Consequently, the most important function of virtual memory these days is to provide memory protection. The most common technique, but we like to emphasis not the only technique, to translate virtual memory address to physical memory address is to use a page table. TLB, or translation lookaside buffer, is one of the most popular hardware techniques to reduce address translation time. Since TLB is so effective in reducing the address translation time, what this means is that TLB misses will have a significant negative impact on processor performance. +3 = 3 min. (X:43) 11/21/2018 Lec 06-cache review CS252 S05