Memory Optimization Strategies
1. Monitor Memory Usage
## Real-time memory monitoring
$ top
$ vmstat
$ free -h
2. Swap Management
graph TD
A[Swap Configuration] --> B{Swap Strategy}
B -->|Low Memory| C[Increase Swap Space]
B -->|High Performance| D[Reduce/Disable Swap]
Swap Configuration
Swap Strategy |
Recommended Setting |
Swap Size |
1-2x RAM size |
Swappiness |
10-30 |
3. Kernel Parameter Tuning
## Adjust swappiness
$ sudo sysctl vm.swappiness=20
## Persistent configuration
$ echo "vm.swappiness=20" | sudo tee -a /etc/sysctl.conf
Memory Allocation Techniques
Efficient Memory Allocation
- Use memory-efficient data structures
- Release unused memory
- Implement memory pooling
Memory Leak Prevention
## Memory leak detection tools
$ valgrind
$ memusage
$ mtrace
Tool |
Purpose |
ps |
Process memory usage |
smem |
Advanced memory reporting |
slabtop |
Kernel memory cache analysis |
Advanced Memory Management
Huge Pages Configuration
## Enable huge pages
$ sudo sysctl vm.nr_hugepages=512
Memory Cgroup Limits
## Limit memory for specific processes
$ cgcreate -g memory:mygroup
$ cgset -r memory.limit_in_bytes=1G mygroup
Best Practices
- Regular system monitoring
- Optimize application design
- Use efficient memory allocation
- Implement caching strategies
Memory Allocation Workflow
graph TD
A[Memory Request] --> B{Available Memory?}
B -->|Sufficient| C[Allocate Directly]
B -->|Insufficient| D[Optimize/Free Memory]
D --> E[Retry Allocation]
Conclusion
Effective memory management requires:
- Continuous monitoring
- Strategic optimization
- Understanding system resources
At LabEx, we emphasize proactive memory performance management to ensure system efficiency and reliability.