A Resource Allocation Graph (RAG) is a directed graph that represents the state of resource allocation in a system. Nodes represent processes and resources, while edges represent allocation and request relationships.
// Example of a simple RAG
P1 -> R1
R1 -> P2
P2 -> R2
If a cycle is detected in the RAG, it indicates a potential deadlock involving the processes and resources in the cycle.
Cycle detection algorithms, such as Depth First Search (DFS), are used to identify cycles in the Resource Allocation Graph.
// Pseudocode for cycle detection using DFS
function detectCycle(graph):
visited = set()
for each node in graph:
if node not in visited:
if dfs(node, visited, stack):
return True
return False
Once a cycle is detected, the system can initiate recovery mechanisms to resolve the deadlock.
Terminate one or more processes involved in the deadlock to break the cycle and release resources.
// Example of process termination
terminateProcess(P1);
Preempt resources from some processes and allocate them to others to resolve the deadlock.
Identify resources that can be safely preempted from processes and reallocated to resolve deadlocks.
// Example of resource preemption
preemptResource(R1, P2);
Preemption must be handled carefully to avoid data inconsistency and ensure system stability.
The Banker's Algorithm is used to allocate resources safely and avoid deadlocks in systems like banking.
// Example of Banker's Algorithm for deadlock avoidance
if (request <= available && request <= need):
allocateResources(request);
The algorithm ensures that resources are allocated only if it leads to a safe state, preventing deadlocks.
In file systems, deadlocks can occur due to improper file locking mechanisms where multiple processes request exclusive access to files.
// Example of file locking
lock(file1);
lock(file2);
Implementing proper file locking orders and timeouts can help in avoiding deadlocks in file systems.
Deadlocks can occur in databases when transactions lock resources and wait for each other to release locks.
// Example of transaction locking
beginTransaction();
lock(table1);
lock(table2);
Databases use techniques like timeouts and deadlock detection mechanisms to resolve deadlocks.
Deadlocks can occur in network systems when multiple nodes compete for limited communication channels.
// Example of network resource allocation
requestChannel(node1, node2);
Implementing priority-based channel allocation and timeout mechanisms can prevent deadlocks in network systems.
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