Back to Search
Start Over
Applying the Adaptive Hybrid Flow-Shop Scheduling Method to Schedule a 3GPP LTE Physical Layer Algorithm onto Many-Core Digital Signal Processors
- Source :
- NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013), NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013), Jun 2013, Turino, Italy. pp.Pages 123-129, AHS
- Publication Year :
- 2013
- Publisher :
- HAL CCSD, 2013.
-
Abstract
- International audience; Currently, Multicore Digital Signal Processor (DSP) platforms are commonly used in telecommunications baseband processing. In the next few years, high performance DSPs are likely to combine many more DSP cores for signal processing with some General-Purpose Processor (GPP) cores for application control. As the number of cores increases in new DSP platform designs, scheduling of applications is becoming a complex operation. Meanwhile, the variability of the scheduled applications also tends to increase as applications become more sophisticated. Such variations require runtime adaptivity of application scheduling. This paper extends the previous work on adaptive scheduling by using the Hybrid Flow-Shop (HFS) scheduling method, which enables the device architecture to be modeled as a pipeline of Processing Elements (PEs) with multiple alternate PEs for each pipeline stage. HFS scheduling is applied to the scheduling of 3rd Generation Partnership Project (3GPP) Long Term Evolution (LTE) telecommunication standard Uplink Physical Layer data processing (PUSCH). The experiments, conducted on an ARM Cortex-A9 GPP, show that an HFS scheduling algorithm has an overhead that increases very slowly with the number of PEs. This makes the method suitable for executing the adaptive scheduling in less than 1 ms for the 501 actors of a LTE PUSCH dataflow description executed on a 256-core architecture.
- Subjects :
- Multi-core processor
021103 operations research
business.industry
Computer science
0211 other engineering and technologies
020206 networking & telecommunications
02 engineering and technology
Flow shop scheduling
Round-robin scheduling
Fair-share scheduling
Scheduling (computing)
Fixed-priority pre-emptive scheduling
Two-level scheduling
Embedded system
0202 electrical engineering, electronic engineering, information engineering
[INFO.INFO-ES]Computer Science [cs]/Embedded Systems
[INFO.INFO-DC]Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]
business
Digital signal processing
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013), NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013), Jun 2013, Turino, Italy. pp.Pages 123-129, AHS
- Accession number :
- edsair.doi.dedup.....7d877372015f18a562754562631a96b4