Skyops Engine

Workload Scheduler

How Skyops routes tasks to the best nodes in real time based on performance metrics.

From Task Submission to Result — Coordinated by Code, Not Humans

Skyops simplifies distributed compute by abstracting infrastructure into a programmable, trustless pipeline. Whether you're launching a training job or rendering frames, the Skyops Workload Scheduler ensures tasks are routed, validated and completed across the network — automatically and verifiably.

⚙️ End-to-End Workflow

1. User Authentication

Connect your Web3 wallet to the Skyops platform. This secures your identity and ties all jobs to a unique, verifiable address — no emails, no accounts, just on-chain identity.

2. Define Your Task

Submit a workload using CLI, API, or GUI:

  • Choose model/framework (e.g. PyTorch, TensorFlow)

  • Attach datasets or Docker image

  • Define GPU specs, runtime and memory requirements

Example CLI:

3. Decentralized Scheduling

Skyops’ protocol-level scheduler evaluates:

  • Available nodes across the network

  • GPU type, reputation score, uptime

  • Data locality & latency constraints

Jobs are then routed to optimal nodes using a real-time, reputation-weighted algorithm.

4. Live Execution Monitoring

Track job progress via:

  • Task status CLI/API commands

  • Live dashboard with GPU telemetry, logs and time remaining

Multiple jobs can be batched or chained using task orchestration modules (coming soon).

5. Output Retrieval

Upon completion:

  • Results are packaged and encrypted

  • Delivered to your wallet-linked storage (IPFS, Arweave or direct download)

  • Execution hash and logs are permanently recorded on-chain for transparency

🧠 What Makes the Skyops Scheduler Unique?

  • 🧠 Decentralized Logic
    Task routing isn't handled by a central entity — it's governed by smart contracts and network metrics.

  • ⚡ Ultra-Fast Matching
    Jobs are matched with nodes in <5s using real-time healthchecks and a globally distributed node map.

  • 📦 Encrypted Payloads
    Task data is end-to-end encrypted and nodes only access decrypted assets during active execution.

  • 🛠 Fault Recovery
    If a node fails mid-task, the job is rescheduled and resumed on another eligible machine.

🔍 Transparency & Billing

All task metrics — runtime, GPU usage, bandwidth, execution integrity — are logged:

  • Viewable via the Skyops explorer

  • Used to calculate cost in $SKYOPS or ETH

  • Auditable by the user, the network and developers

Skyops doesn’t just move data to GPUs — it executes intent across decentralized infrastructure with cryptographic trust. Submit code, pay gas and let the protocol deliver the results.

More from
Skyops Engine

Supported Devices

See which GPUs and setups qualify for contributing to the Skyops compute network.

Supported Devices

See which GPUs and setups qualify for contributing to the Skyops compute network.

Supported Devices

See which GPUs and setups qualify for contributing to the Skyops compute network.

Skyops OS

The operating system coordinating GPU jobs, node performance and execution security.

Skyops OS

The operating system coordinating GPU jobs, node performance and execution security.

Skyops OS

The operating system coordinating GPU jobs, node performance and execution security.

Workload Scheduler

How Skyops routes tasks to the best nodes in real time based on performance metrics.

Workload Scheduler

How Skyops routes tasks to the best nodes in real time based on performance metrics.

Workload Scheduler

How Skyops routes tasks to the best nodes in real time based on performance metrics.

Node Incentive Logic

The formula that determines how, when and how much GPU providers earn.

Node Incentive Logic

The formula that determines how, when and how much GPU providers earn.

Node Incentive Logic

The formula that determines how, when and how much GPU providers earn.

Credibility & Earnings Metrics

How nodes are scored, ranked and rewarded based on uptime, accuracy, and efficiency.

Credibility & Earnings Metrics

How nodes are scored, ranked and rewarded based on uptime, accuracy, and efficiency.

Credibility & Earnings Metrics

How nodes are scored, ranked and rewarded based on uptime, accuracy, and efficiency.

Copyright © 2025 Skyops Labs - All Right Reserved!

Copyright © 2025 Skyops Labs - All Right Reserved!

Copyright © 2025 Skyops Labs - All Right Reserved!