Fragmentation and Mitigation
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Understanding Internal Fragmentation
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Today, we’re going to talk about internal fragmentation. Can anyone tell me what they think it means?
Is it when memory is allocated but not all of it is used?
Exactly! Internal fragmentation refers to the wasted space within allocated memory blocks. A good way to remember this is to think of a pizza slice cut unevenly. If you have a big slice but only eat a little, the rest is wasted. Now, how can we mitigate this issue?
Using memory pools?
Correct! Memory pools consist of fixed-size blocks which can greatly reduce internal fragmentation. This way, you know exactly how much space you’re working with.
So, it’s about efficient space allocation?
Exactly! To summarize, internal fragmentation can waste memory within allocated blocks, but we can use memory pools to efficiently manage this.
Understanding External Fragmentation
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Now let's talk about external fragmentation. Who can explain this concept?
Isn’t it when you have free memory, but it’s in small chunks and can’t be used efficiently?
Exactly! External fragmentation occurs when there is enough total free memory, but it’s scattered in a way that doesn’t allow allocation of larger blocks. So, what strategies can we apply to manage this?
We could avoid frequent dynamic allocations?
That’s right! Fewer dynamic allocations help in reducing fragmentation. Plus, if possible, we can employ compaction techniques to consolidate free memory.
So, we need to keep an eye on how we allocate memory over time?
Exactly! To wrap it up, external fragmentation can be tackled by limiting dynamic allocations and using compaction strategies where applicable.
Introduction & Overview
Read summaries of the section's main ideas at different levels of detail.
Quick Overview
Standard
In this section, the types of fragmentation—internal and external—are defined, showcasing their implications on memory efficiency. Mitigation strategies include the use of memory pools for internal fragmentation and avoidance of dynamic allocations for external fragmentation. Understanding these concepts is vital for optimizing memory in resource-constrained systems.
Detailed
Fragmentation and Mitigation
Memory fragmentation poses a significant challenge in real-time and embedded operating systems, where efficient and predictable memory management is crucial. This section focuses on two forms of fragmentation:
Internal Fragmentation
- Definition: This occurs when allocated memory blocks contain unused space within them, leading to a waste of memory resources.
- Mitigation Strategy: To minimize internal fragmentation, memory pools or fixed-size blocks are recommended. By allocating memory in consistent sizes, the unused portions within each block can be significantly reduced.
External Fragmentation
- Definition: External fragmentation happens when free memory is scattered in small, non-contiguous blocks, preventing large allocations even if there is sufficient total memory.
- Mitigation Strategy: To address external fragmentation, it is advisable to avoid frequent dynamic allocations. Compaction techniques can also be employed if supported by the system, which involves consolidating free memory spaces into a contiguous block.
In conclusion, understanding fragmentation, both internal and external, along with the respective mitigation strategies, is essential for maintaining the efficiency and predictability of memory usage in real-time and embedded systems.
Youtube Videos
Audio Book
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Understanding Internal Fragmentation
Chapter 1 of 2
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Chapter Content
- Internal Fragmentation
Unused space within allocated memory blocks.
Mitigation: Use memory pools or fixed-size blocks.
Detailed Explanation
Internal fragmentation occurs when memory is allocated in blocks that are larger than necessary for the data being stored, leading to wasted space within those blocks. For instance, if a block of 64 bytes is allocated for only 40 bytes of data, the remaining 24 bytes become unusable for other purposes, contributing to inefficient memory usage. To mitigate internal fragmentation, developers can use memory pools or fixed-size blocks. By allocating memory in uniform sizes, the chances of having excess unused memory are minimized.
Examples & Analogies
Think of internal fragmentation like a suitcase used to carry clothes. If you have a suitcase that can hold 100 liters of clothing, but you only pack enough for 60 liters, there will be 40 liters of empty space in the suitcase. To avoid this waste, using a suitcase that better fits your load (like size-specific packing cubes) can help—not only will it reduce empty space, but it can also make accessing what you need easier.
Understanding External Fragmentation
Chapter 2 of 2
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Chapter Content
- External Fragmentation
Free memory scattered in small chunks.
Mitigation: Avoid frequent dynamic allocation, or use compaction if supported.
Detailed Explanation
External fragmentation refers to situations where there is enough total free memory to satisfy a memory allocation request, but the free memory is not contiguous, leading to scattered small chunks of free space. This makes it difficult to fulfill larger requests, potentially causing allocation failures. To combat external fragmentation, developers can avoid frequent dynamic allocations because each allocation can lead to more fragmented memory. If the system supports it, memory compaction can also be performed, which involves rearranging the contents of memory to make contiguous blocks of free memory.
Examples & Analogies
Consider external fragmentation like a parking lot where different sizes of cars have parked randomly. Suppose a larger vehicle needs a space, but there are only small openings scattered throughout the lot. Even though there is enough total space for the larger vehicle, it can't park without an appropriately-sized space right next to it. To improve this situation, imagine if all cars were rearranged so larger vehicles parked together, freeing a big section of the lot. This is similar to compaction in memory management.
Key Concepts
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Internal Fragmentation: Wasted space within allocated memory blocks.
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External Fragmentation: Free memory scattered in small chunks.
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Memory Pools: Fixed-size blocks to mitigate internal fragmentation.
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Compaction: Process to consolidate free memory and alleviate external fragmentation.
Examples & Applications
In a system with a fixed block size of 64 bytes, if a program requests 80 bytes, it will receive 128 bytes. The 48 bytes left over is internal fragmentation.
In scenarios where multiple small allocations and deallocations occur, external fragmentation leads to a situation where a program might need 256 bytes, but only has multiple blocks of 64 or 32 bytes available, which it cannot use.
Memory Aids
Interactive tools to help you remember key concepts
Rhymes
In memory's land, fragmentation is grand, with pieces spread wide, we don’t need to hide. Pool them together, make memory better!
Stories
Once in a small village, all the villagers had their homes scattered far and wide. The mayor decided to build a community center where everyone would gather—a fixed-size memory block—reducing wasted space, just like using memory pools!
Memory Tools
To remember internal vs external, think: Internal is 'In' the space used, external is 'Ex'-tra space confused!
Acronyms
FIM - Fragmentation Internal Memory helps you remember to mitigate internal fragmentation.
Flash Cards
Glossary
- Internal Fragmentation
Unused memory space within allocated blocks.
- External Fragmentation
Scattered free memory in small chunks, preventing large allocations.
- Memory Pools
Pre-allocated fixed-size memory blocks for efficient allocation.
- Compaction
The process of consolidating free memory space to reduce fragmentation.
Reference links
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