Gurobi Remote Services

Gurobi Remote Services is a set of Gurobi features that allow a cluster of one or more machines to perform Gurobi computations on behalf of other machines. The most powerful Remote Service isCompute Server, which allows you to offload all Gurobi computations from a client machine onto a Remove Services cluster. A second Remote Service allows you to executedistributed algorithms, wherein multiple machines can be used to accelerate a single optimization computation (e.g., solving a single MIP model, or performing automatic parameter tuning on a model).

This document is organized into a number of sections. The first section provides anoverview of Gurobi Compute Server and Remote ServicesThe next section provides details onsetting up Remote Services. Then, the following sections provide details onusing Remote Servicesandprogramming with Remote Services. Finally, we discussusing Remote Services with Gurobi Instant Cloud.

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• Gurobi Compute Server and Remote Services Overview
  • Compute Server
  • Distributed Algorithms
  • Roles
    • Cluster Administrator
    • Administrator
    • Client
  • Simple Example
  
  
• Cluster Setup and Administration
  • Setting up Remote Services
    • Installation
    • Licensing
    • Remote Services Agent (grb_rs)
    • Configuration
    • Starting Remote Services as a Process
    • Starting Remote Services as a Service
    • Verification
  • Forming a Cluster
    • Connecting Nodes
    • Compute Servers and Distributed Workers
    • Grouping
    • Processing State and Scaling
  • Communication Options
    • Using HTTPS
    • Using HTTPS with Self-Signed Certificates
    • Firewalls
    • Router
  • Maintaining a Cluster
    • Managing Runtimes
    • Upgrading Remote Services
  
  
• Using Remote Services
  • Client Configuration
    • License File
    • 排队、负载平衡和Pri的工作orities
    • Submitting Jobs with gurobi_cl
    • Issuing Cluster Management Commands: Using grbcluster
  • Client Commands
    • Listing Optimization Jobs
    • Accessing Job Logs
    • Accessing Job Parameters
    • Listing Cluster Nodes
    • Troubleshooting Connectivity Issues
  • Administrative Commands
    • Listing Cluster Licenses
    • Changing the Job Limit
    • Aborting Jobs
  
  
• Programming with Remote Services
  • Using an API to Create a Compute Server Job
  • Performance Considerations on a Wide-Area Network (WAN)
  • Callbacks
  • Developing for Compute Server
  • Distributed Algorithms
  • Distributed Algorithm Considerations
  • Cluster REST API
  
  
• Using Remote Services with Gurobi Instant Cloud
  • Client Setup
  • Client Commands
  • Administrative Commands
  • Region Router
  
  
• Migrating from Previous Releases
  • Referring to Compute Servers
  • Installation - Ports and Firewalls
  • Installation - Encryption
  • Command-line options in gurobi_cl
  • Distributed Optimization
  
  
• Appendix A: grb_rs
• Appendix B: grb_rs - Configuration Properties
• Appendix C: grbcluster
• Appendix D: gurobi_cl
• Appendix E: Acknowledgement of 3rd Party Icons
• Appendix F: Open Source Component Licenses