54
Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H م ي ح ر ل ا ن م ح ر ل له ا م الس بChapter 8: Main Memory CPCS361 Operating Systems I

Chapter 8 : Main Memory

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

الرحيم الرحمن الله بسم

Chapter 8: Main Memory

CPCS361 – Operating Systems I

2Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Chapter 8: Memory Management

Background Swapping Contiguous Memory Allocation Paging Structure of the Page Table Segmentation Example: The Intel Pentium

3Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Objectives To provide a detailed description of

various ways of organizing memory hardware

To discuss various memory-management techniques, including paging and segmentation

To provide a detailed description of the Intel Pentium, which supports both pure segmentation and segmentation with paging

4Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Background Memory is central to the operation of a modern

computer system Memory consists of a large array of words or bytes

each of with its own address Instruction-execution cycle: Fetching instructions

from memory, may be the operands, and storing the results back to the memory

Program must be brought (from disk) into memory and placed within a process for it to be run

Main memory and registers are only storage CPU can access directly. If the data are not in the memory, they must be moved there before the CPU can operate on them

5Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Background Register access in one CPU clock (or less) Main memory can take many cycles of the

CPU clock to complete CPU needs to stall since it does not have the

required data to complete the instruction. This situation is intolerable because of the frequency of memory access. The remedy is to add fast memory: cache

Cache sits between main memory and CPU registers

Protection of memory required to ensure correct operation

6Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Base and Limit Registers Make sure that each process

has a separate memory space

Determine the range of legal addresses that the process may access and to ensure that each process can access only these legal addresses

A pair of registers define the logical address space:

Base: the smallest legal physical memory address

Limit: the size of the range

7Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Basic Hardware

Protection of memory space is accomplished by having the CPU hardware compare every address generated in user mode with the registers

An attempt by a program executing in user mode to access operating system memory or other users’ memory results in a trap to the operating system, which treats the attempt as a fatal error

8Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Basic Hardware

CPU

base+limitbase

9Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Binding of Instructions and Data to Memory Address binding of instructions and data to memory

addresses can happen at three different stages Compile time: If memory location known a priori,

absolute code can be generated; must recompile code if starting location changes

Load time: Must generate relocatable code if memory location is not known at compile time

Execution time: Binding delayed until run time if the process can be moved during its execution from one memory segment to another. Need hardware support for address maps (e.g., base and limit registers). Most general-purpose OSs use this method

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Multistep Processing of a User Program

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Logical vs. Physical Address Space Logical address – generated by the CPU;

also referred to as virtual address Physical address – address seen by the

memory unit Logical and physical addresses are the

same in compile-time and load-time address-binding schemes; logical (virtual) and physical addresses differ in execution-time address-binding scheme

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Logical vs. Physical Address Space

Logical address space: set of all logical addresses generated by a program

Physical address space: set of all physical addresses corresponding to these logical addresses

The concept of a logical address space that is bound to a separate physical address space is central to proper memory management

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Memory-Management Unit (MMU) Hardware device that maps virtual to

physical address

In MMU scheme, the value in the relocation register is added to every address generated by a user process at the time it is sent to memory

The user program deals with logical addresses; it never sees the real physical addresses

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Dynamic Relocation Using a Relocation Register

CPU

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Dynamic Loading Routine is not loaded until it is called Advantage: better memory-space

utilization; unused routine is never loaded Useful when large amounts of code are

needed to handle infrequently occurring cases

No special support from the operating system is required; implemented through program design

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Dynamic Linking Linking postponed until execution time Small piece of code, stub, used to locate the

appropriate memory-resident library routine Stub replaces itself with the address of the

routine, and executes the routine The next time that particular code segment

is reached, the library routine is executed directly, incurring no cost for dynamic linking

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Dynamic Linking Under this scheme, all processes that use a

language library execute only one copy of the library code

Operating system needed to check if routine is in processes’ memory address

Dynamic linking is particularly useful for libraries

System also known as shared libraries

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Swapping A process can be swapped temporarily out of

memory to a backing store, and then brought back into memory for continued execution

Roll out, roll in – swapping variant used for priority-based scheduling algorithms; lower-priority process is swapped out so higher-priority process can be loaded and executed

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Swapping Normally, a process swapped back into the

same memory space it occupied previously. This restriction is dictated by the method address binding: If binding is done at assembly or load time, then

the process cannot be easily moved to a different location

If execution time binding is used, the process can be swapped into a different memory space, because the physical addresses are computed during execution time

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Schematic View of Swapping

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Swapping Swapping requires a Backing store – fast disk

large enough to accommodate copies of all memory images for all users; must provide direct access to these memory images

Whenever the CPU scheduler decides to execute a process, it calls the dispatcher which checks to see whether the next process is in memory. If it is not, and if there is no free memory region, the dispatcher swaps out a process currently in memory and swaps in the desired process. It then reloads registers and transfers control to the selected process

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Swapping Major part of swap time is transfer time (context-

switch time); total transfer time is directly proportional to the amount of memory swapped

Example: User process of 10 MB in size, backing store transfer rate of 40 MB/second.Transfer time = 10 MB / 40 MB/second = ¼ sec. = 250 msAssuming no head seeks are necessary, and assuming an average latency of 8 ms, the swap time is 258 ms. Since one must both swap out and swap in, the total swap time is about 516 ms (0.516 sec.). e.g., In RR scheduling, time quantum should be substantially > 0.516 seconds.

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Contiguous Memory Allocation Main memory is usually divided into two

partitions: Resident operating system, usually held in low

memory with interrupt vector User processes then held in high memory

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Contiguous Memory Allocation Memory mapping and protection

Relocation registers used to protect user processes from each other, and from changing operating-system code and data

Relocation register contains value of smallest physical address

Limit register contains range of logical addresses – each logical address must be less than the limit register

MMU maps logical address dynamically When CPU scheduler selects a process for

execution, the dispatcher loads the relocation and limit registers with the correct values as part of the context switch

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Hardware Support for Relocation and Limit Registers

<CPU + memory

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Contiguous Memory Allocation Multiple-partition allocation

One of the simplest memory allocation methods is to divide memory into several fixed-sized partitions

Each partition may contain exactly one process

Degree of multiprogramming is bound by the # partitions

Hole – block of available memory; holes of various size are scattered throughout memory

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Contiguous Memory Allocation (Cont.) Multiple-partition allocation

A process is allocated memory from a hole large enough to accommodate it

Operating system maintains information about:a) allocated partitions b) free partitions (hole)

OS

process 5

process 8

process 2

OS

process 5

process 2

OS

process 5

process 9

process 2

process 10

OS

process 5

process 2

process 9

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Dynamic Storage-Allocation Problem

How to satisfy a request of size n from a list of free holes? First-fit: Allocate the first hole that is big enough Best-fit: Allocate the smallest hole that is big enough;

must search entire list, unless ordered by size Produces the smallest leftover hole

Worst-fit: Allocate the largest hole; must also search entire list Produces the largest leftover hole

First-fit and best-fit better than worst-fit in terms of speed and storage utilization; first fit is generally faster

First-fit and best-fit both suffer from external fragmentation

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Fragmentation External Fragmentation – total memory

space exists to satisfy a request, but it is not contiguous. Large number of fragmented small holes In the worst case we could have a block of free (or

wasted) memory between two blocks

new process process

process

process

process

process

OS

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Fragmentation External Fragmentation

50-percent rule: statistical analysis of first-fit rule reveals that, given N allocated blocks, another0.5 N blocks will be lost to fragmentation

If all these small pieces of memory were in one bigfree block instead, we might be able to run several more processes

Reduce external fragmentation by compaction Shuffle memory contents to place all free memory

together in one large block Compaction is possible only if relocation is dynamic, and

is done at execution time (cannot be done if relocation is static and done at assembly or load time)

Can be expensive

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Fragmentation Internal Fragmentation – allocated

memory may be slightly larger than requested memory; this size difference is memory internal to a partition, but not being used (overhead to keep track of this hole will be substantially larger than the hole itself)

e.g. A hole of 18,564 bytes, and the next process request 18,562 bytes, we are left with a hole of 2 bytes

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Paging Paging is a memory-management scheme that

permits the physical address of a process to be noncontiguous

Logical address space of a process can be noncontiguous; process is allocated physical memory whenever the latter is available

Basic method: Divide physical memory into fixed-sized blocks called

frames (size is power of 2, between 512 bytes and 16 Mbytes)

Divide logical memory into blocks of same size called pages

Keep track of all free frames

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Paging When a process is to be executed, its pages

are loaded into any available memory frames from the backing store

The backing store is divided into fixed-sized blocks that are of the same size as the memory frames

To run a program of size n pages, need to find n free frames and load program

Set up a page table to translate logical to physical addresses

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Address Translation Scheme

Address generated by CPU is divided into: Page number (p) – used as an index into a

page table which contains base address of each page in physical memoryPage offset (d) – combined with base address to define the physical memory address that is sent to the memory unit

For given logical address space 2m and page size 2n

page number page offset

p d

m - n nm

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Paging Hardware

CPU d dp f

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Paging Model of Logical and Physical Memory

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Example:A memory of size = 32 bytes (8 pages). Page size is 4 bytes. Find the mapped to physical addresses for the following logical addresses: 0, 3, 4, and 13.

1. Logical address (LA) 0 is page 0, offset 0; indexing into page table: page 0 is in frame 5; thus logical address 0 maps to physical address:

PA = 5 4 + 0 = 20

2. LA: 3 (page 0, offset 3) maps to

PA = 5 4 + 3 = 23

3. LA: 4 (page 1, offset 0) maps to

PA = 6 4 + 0 = 24

4. LA: 13 maps to PA = 9

32-byte memory and 4-byte pages

Paging Example

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Paging (Cont.) Using paging scheme: no external

fragmentation, but may be internal fragmentation

In the worst case, a process would need n pages plus 1 byte. It would be allocated n + 1 frames, resulting in an internal fragmentation of almost an entire frame

Example: If page size is 2048 bytes, a process of 72,766 bytes would need 35 pages plus 1086 bytes. It would be allocated 36 frames, resulting in an internal fragmentation of 2048 – 1086 = 962 bytes.

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Paging (Cont.) If process size is independent of page size, we expect

internal fragmentation to average one-half page per process. This consideration suggests that small page sizes are

desirable. However, overhead is involved in each page table entry,

and this overhead is reduced as the size of the pages increases. Also, disk I/O is more efficient when the number of data being transferred is larger

Today, page typically are between 4 KB and 8 KB in size, and some systems supports larger page sizes

Usually, each page table entry is 4 bytes long (232 physical page frames). If frame size is 4 KB, then a system with 4-byte entries can address 244 bytes (or 16 TB) of physical memory

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Paging (Cont.) When a process arrives in the system to be

executed Its size, expressed in pages, is examined Each page of the process needs one frame. Thus if

the process requires n pages, at least n frames must be available in memory

If n frames are available, they are allocated to this arriving process

The first page of the process is loaded into one of the allocated frames, and the frame number is put in the page table for this process

The next page is loaded into another frame, and its frame number is put in the page table, and so on

41

Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Free Frames

Before allocation After allocation

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Segmentation Do users think of memory as a linear array of

bytes, some containing instructions other containing data? Most people would say no

Users prefer to view memory as a collection of variable-sized segments, with no necessary ordering among segments

Elements within a segment are identified by their offset from the beginning of the segment For example:

The 1st statement of the program The 5th instruction of the sqrt()

Memory-management scheme that supports user view of memory

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Segmentation (Cont.) A program is a collection of segments

A segment is a logical unit such as:

main programprocedure functionmethodobjectlocal variables, global variablescommon blockstacksymbol tablearrays

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

User’s View of a Program

45

Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Segmentation Architecture A logical address space is a collection of

segments Each segment has a name and a length The addresses specify both the segment name

and the offset within the segment The user specifies each address by two quantities

(contrast this with the paging system): Segment name Offset

For simplicity of implementation, segments are numbered and are referred to by a segment number rather than by a segment name

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Logical View of Segmentation

1

3

2

4

1

4

2

3

user space physical memory space

3

2

1

4

47

Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Segmentation Architecture (Cont.) Logical address consists of a two tuple:

< segment-numbersegment-number, offsetoffset > Normally, the user program is compiled, and the

compiler automatically constructs segments reflecting the input program C program might create separate segments for the

following:1. Code2. Global variables3. Heap, from which memory is allocated4. Stacks used by each thread5. Standard C library

The loader would take all these segments and assign them segment numbers

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Segmentation Architecture (Cont.) Although the user can now refer to objects in

the program by a two-dimensional address, the actual physical memory is still a one-dimensional sequence of bytes

Implementation to map 2-D (user) into 1-D (physical) addresses is needed

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Segmentation Architecture (Cont.) Segment table – maps two-dimensional

physical addresses; each table entry has: base – contains the starting physical address

where the segments reside in memory limit – specifies the length of the segment

segment numbersegment number ss , offsetoffset dd

The offset d of the logical address must be between 0 and the segment limit. If not, we trap to the OS (logical addressing attempt beyond end of segment)

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Segmentation Hardware

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Example of Segmentation We have 5 segments numbered from 0

through 4. Segments are stored in physical memory Segment table has a different entry for each

segment Giving the beginning address of the segment in

physical memory (or base) and the length of that segment (or limit)

52

Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Example of Segmentation

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

Example of Segmentation For example,

Segment 2 is 400 bytes long and begins at location 4300. A reference to byte 53 of segment 2 is mapped onto location 4300 + 53 = 4353

A reference to segment 3, byte 852, is mapped to3200 (base of segment 3) + 852 = 4052

A reference to byte 1222 of segment 0 would result in a trap to the operating system, as this segment is only 1,000 bytes long

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Adopted from and based on Textbook: Operating System Concepts – 8th Edition, by Silberschatz, Galvin and Gagne Updated and Modified by Dr. Abdullah Basuhail, CSD, FCIT, KAU, 1431H

End of Chapter 8