Future Design Challenges: Generality versus Specialization

4.29.1Workload Specialization and Fleet Flexibility#

4.29.2Data Placement and Movement#

4.29.3Communication Across Scale-Up and Scale-Out Networks#

4.29.4Power Delivery and Cooling from Rack to Facility#

4.29.5Architectural Specialization and Model Evolution#

4.29.6The Boundary Between a Reconfigurable Model Graph and a Hard-Wired Base Model#

4.29.7Taalas HC1: A Case of Adapter Tunability with a Frozen Base Model#

4.29.8Software Change, Hardware Lifetime, and Reuse of Deployed Resources#