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lightweight, command-line-based system designed to simulate a simple distributed task processing environment.

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Distributed Task Kernel (DTK)

Overview

The Distributed Task Kernel (DTK) is a lightweight, command-line-based system designed to simulate a simple distributed task processing environment. It acts as a rudimentary scheduler that manages a queue of tasks and dispatches them to a pool of available worker nodes. This project demonstrates fundamental concepts of distributed systems, including task queuing, parallel processing, and node management.

                               +---------------------+
                               |       U S E R       |
                               |       (CLI)         |
                               +---------+-----------+
                                         |
            (Commands: submit, shutdown, exit)
                                         v
                   +---------------------------------------+
                   |           D T K   K E R N E L         |
                   |         (Central Orchestrator)        |
                   +-----------+---------------+-----------+
                               |               |
    (1. Enqueue Task)          |               | (2. Dispatch Task)
                               v               v
            +---------------------+      +----------------------+
            |     T A S K         |      |   N O D E   P O O L  |
            |     Q U E U E       |      |    (Worker Nodes:    | 
            | (FIFO Linked List)  |      |      IDLE/BUSY)      |
            +---------------------+      +----------------------+
                        ^                      |
                        |                      | (3. Simulate Progress & Completion)
                        |                      |
                        +----------------------+
                        (4. Task Status Update)

Features

  • Task Submission: Users can submit tasks (JOB_A, JOB_B, JOB_C, JOB_D) with associated input data via a command-line interface.
  • Task Queuing: Submitted tasks are added to a central FIFO (First-In, First-Out) queue.
  • Multi-Node Dispatching: The scheduler efficiently dispatches tasks from the queue to an available pool of worker nodes (simulated).
  • Task Execution Simulation: Nodes simulate task execution over a variable number of "work units," reporting progress and completion.
  • Node Status Management: Nodes transition between IDLE (ready for tasks) and BUSY (processing a task) states.
  • Graceful Shutdown: The system supports a shutdown command to clear remaining tasks in the queue and deallocate all system resources, including any tasks still in progress on nodes.
  • Error Handling: Basic validation for command syntax and task types.

Architecture

The DTK project consists of three main components:

  1. Task Queue: A linked list structure that holds PENDING tasks submitted by the user. Tasks are added to the tail and dispatched from the head.
  2. Node Pool: An array of node structures, simulating worker machines. Each node can be IDLE, BUSY, or OFFLINE.
  3. Scheduler (dtkScheduler): The core logic that iterates through the nodePool. For IDLE nodes, it attempts to dequeue a task from the taskQueueHead and assign it. For BUSY nodes, it simulates task progress and handles task completion, marking the node IDLE again.
                               +---------------------+
                               |       U S E R       |
                               |        (CLI)        |
                               +----------+----------+
                                          |
        (Command: submit JOB_A <data>, shutdown, exit)
                                          v
                               +----------+----------+
                               |     K E R N E L     |
                               | (Main Application)  |
                               +----------+----------+
                                          |
                                          | 1. Create Task (PENDING)
                                          | 2. Enqueue Task
                                          v
                               +---------------------+
                               |     T A S K         |
                               |     Q U E U E       |
                               | (FIFO Linked List)  |
                               +----------+----------+
                                          |
                                          | 3. Dequeue & Dispatch
                                          |    (Scheduler Logic)
                                          v
       +------------------------------------------------------------------+
       |                  W O R K E R   N O D E   P O O L                 |
       |  +-------------+  +-------------+   +-------------+  +------+    |
       |  |   NODE 0    |  |   NODE 1    |   |   NODE 2    |  | ...  |    |
       |  | (Simulated) |  | (Simulated) |   | (Simulated) |  |(More)|    |
       |  |   IDLE/BUSY |  |  IDLE/BUSY  |   |  IDLE/BUSY  |  |      |    |
       |  +-------------+  +-------------+   +-------------+  +------+    |
       |        ^                   ^                 ^              ^    |
       |        | 4. Simulate Progress & Completion (e.g., +3 units) |    |
       |        +----------------------------------------------------+    |
       +------------------------------------------------------------------+
                                          |
                                          | 5. Task Result / Completion Notification
                                          v
                               +----------+----------+
                               |     K E R N E L     |
                               |  (Result Logging,   |
                               |   Memory Cleanup,   |
                               |   Shutdown Logic)   |
                               +---------------------+

How it Works

The main loop continuously prompts for user commands. Upon a submit command, a new task is created and enqueued. After enqueuing, the dtkScheduler function is invoked. This function iterates through the simulated nodes:

  • If a node is IDLE and tasks are available in the queue, it dispatches the next task to that node and removes the task from the queue.
  • If a node is BUSY, it simulates progress on the activeTask assigned to it. Once a task completes, the node becomes IDLE again, and the completed task's memory is freed. The dtkScheduler returns the updated head of the task queue to main, ensuring the queue state remains synchronized. The shutdown command cleans up all remaining tasks and node resources.

Build Instructions

To build the DTK project, you will need a C++ compiler (like g++) & CMake.

  1. Navigate to the project directory: 
    cd /path/to/your/dtk-project
  2. Compile the source files: 
    mkdir build
cd build/
cmake ..
make
  3. Run the project 
    ./dtk_kernel_app

Usage

submit <TaskType> <InputData>: Submits a new task to the queue.

* `<TaskType>`: One of `JOB_A`, `JOB_B`, `JOB_C`, `JOB_D`.
* `<InputData>`: Any string representing input data for the task (e.g., a number, a message).
* **Example:** `submit JOB_A 200`
* **Example:** `submit JOB_C "process_file_xyz"`
# Note that the data is just for simulation

status:

Lists the current nodes that are working together to finish tasks/assigned jobs.

$ status
[STAT]: Node ID: 0 Status: BUSY At addr: 192.168.1.10
[PROG]: Task ID: 1 Status: DISPATCHED @ Node: 192.168.1.10 Progress: (4/5 units).
[STAT]: Node ID: 1 Status: BUSY At addr: 192.168.1.11
[PROG]: Task ID: 2 Status: DISPATCHED @ Node: 192.168.1.11 Progress: (2/6 units).
[PROG]: Task ID: 3 Status: PENDING Progress: (0/7 units).

Example Interaction

$ ./build/dtk_kernel_app
DTK-mpunix $ help
[INFO]: submit <job-type> <input-data>, submit a job with valid input data
[INFO]: continue <no-params>, moves progress of a task by x units
[INFO]: status <no-params>, status of current nodes their tasks
[INFO]: shutdown <no-params>, delete all nodes and tasks assigned
[INFO]: exit <no-params>, exit DTK program
...
...
DTK-mpunix $ submit JOB_A 200
[INFO]: Task enqueue in progress...
[INFO]: Task ID 1 (JOB_A) submitted and queued.
[INFO]: SCHEDULER - Checking Node ID: 0, Status: IDLE, Queue Head Task ID: 1
[INFO]: Dispatched Task ID: 1 to Node ID: 0 @ address: 192.168.1.10
[INFO]: Task ID 1 dequeued from the list!
[INFO]: SCHEDULER - Checking Node ID: 1, Status: IDLE, Queue Head Task ID: NULL
[INFO]: Node ID: 1 is IDLE, there are no new tasks
DTK-mpunix $ submit JOB_B 300
[INFO]: Task enqueue in progress...
[INFO]: Task ID 2 (JOB_B) submitted and queued.
[INFO]: SCHEDULER - Checking Node ID: 0, Status: BUSY, Queue Head Task ID: 2
[INFO]: Currently Node ID: 0 is Busy, checking for task completion
[INFO]: Node ID: 0 is busy with Task ID: 1 (2/5 units).
[INFO]: SCHEDULER - Checking Node ID: 1, Status: IDLE, Queue Head Task ID: 2
[INFO]: Dispatched Task ID: 2 to Node ID: 1 @ address: 192.168.1.11
[INFO]: Task ID 2 dequeued from the list!
DTK-mpunix $ submit JOB_C 400
[INFO]: Task enqueue in progress...
[INFO]: Task ID 3 (JOB_C) submitted and queued.
[INFO]: SCHEDULER - Checking Node ID: 0, Status: BUSY, Queue Head Task ID: 3
[INFO]: Currently Node ID: 0 is Busy, checking for task completion
[INFO]: Node ID: 0 is busy with Task ID: 1 (4/5 units).
[INFO]: SCHEDULER - Checking Node ID: 1, Status: BUSY, Queue Head Task ID: 3
[INFO]: Currently Node ID: 1 is Busy, checking for task completion
[INFO]: Node ID: 1 is busy with Task ID: 2 (2/6 units).
DTK-mpunix $ status
[STAT]: Node ID: 0 Status: BUSY At addr: 192.168.1.10
[PROG]: Task ID: 1 Status: DISPATCHED @ Node: 192.168.1.10 Progress: (4/5 units).
[STAT]: Node ID: 1 Status: BUSY At addr: 192.168.1.11
[PROG]: Task ID: 2 Status: DISPATCHED @ Node: 192.168.1.11 Progress: (2/6 units).
[PROG]: Task ID: 3 Status: PENDING Progress: (0/7 units).
DTK-mpunix $ continue
[INFO]: SCHEDULER - Checking Node ID: 0, Status: BUSY, Queue Head Task ID: 3
[INFO]: Currently Node ID: 0 is Busy, checking for task completion
[INFO]: Task ID: 1 completed over Node ID: 0
[INFO]: SCHEDULER - Checking Node ID: 1, Status: BUSY, Queue Head Task ID: 3
[INFO]: Currently Node ID: 1 is Busy, checking for task completion
[INFO]: Node ID: 1 is busy with Task ID: 2 (4/6 units).
DTK-mpunix $ submit JOB_D 300
[INFO]: Task enqueue in progress...
[INFO]: Task ID 4 (JOB_D) submitted and queued.
[INFO]: SCHEDULER - Checking Node ID: 0, Status: IDLE, Queue Head Task ID: 3
[INFO]: Dispatched Task ID: 3 to Node ID: 0 @ address: 192.168.1.10
[INFO]: Task ID 3 dequeued from the list!
[INFO]: SCHEDULER - Checking Node ID: 1, Status: BUSY, Queue Head Task ID: 4
[INFO]: Currently Node ID: 1 is Busy, checking for task completion
[INFO]: Task ID: 2 completed over Node ID: 1
DTK-mpunix $ status
[STAT]: Node ID: 0 Status: BUSY At addr: 192.168.1.10
[PROG]: Task ID: 3 Status: DISPATCHED @ Node: 192.168.1.10 Progress: (0/7 units).
[STAT]: Node ID: 1 Status: IDLE At addr: 192.168.1.11
[PROG]: Task ID: 4 Status: PENDING Progress: (0/8 units).
DTK-mpunix $ exit
[INFO]: DTK program exit in progress..
[INFO]: Initiating DTK shutdown command ...
[INFO]: Task ID: 4 is deleted..
[INFO]: All Tasks deleted !
[INFO]: Node ID: 0 @ address: 192.168.1.10 deletion in progress...
[INFO]: Task ID: 3 in progress, but deleting...
[INFO]: Node ID: 1 @ address: 192.168.1.11 deletion in progress...
[INFO]: All resources deallocated. Shutting down.

Thanks :)

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lightweight, command-line-based system designed to simulate a simple distributed task processing environment.

Topics

cli distributed-systems cmake kernel linked-list cpp scheduling distributed-computing

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License

GPL-3.0 license

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