Exact Memory- and Communication-aware Scheduling of DNNs on Pipelined Edge TPUs.
Jiaqi YinZhiru ZhangCunxi YuPublished in: SEC (2022)
Keyphrases
- scheduling algorithm
- scheduling problem
- flow control
- memory space
- edge detection
- state information
- communication networks
- round robin
- communication cost
- edge information
- computing power
- main memory
- computational power
- resource consumption
- resource constraints
- data structure
- low bandwidth
- real time database systems
- communication overhead
- random access
- parallel machines
- communication channels
- weighted graph
- response time
- memory requirements
- data acquisition
- load balancing