Application of ASIP in Embedded Design with Optimized Clock Management
Journal Title: Annals of Computer Science and Information Systems - Year 2018, Vol 14, Issue
Abstract
As the demand for high performance computing increases, new approaches have to be found to automate the design of embedded processors. Simultaneously, new tools have to be developed to short the execution time consumption, and simpler design resulting in time to market. These are to be applied for the system architecture to achieve rapid exploration in on power consumption, chip area, and performance constraints. This enables interest in Application Specific Instruction Processors (ASIPs) design and application considerably. It has higher flexibility as compared to dedicated hardware. The current case study focuses on an ASIP design methodology considering the classical parameters computational performance and area as well as energy consumption simultaneously. In this paper, the clock gating is analyzed and designed. Further it is optimized using Fast genetic algorithm (FastGA). The optimization result is shown for ICORE (ISS-core) ASIP for DVB-T acquisition and tracking algorithms. Observation shows a potential of about one order of magnitude in savings of energy for optimization.
Authors and Affiliations
Mood Venkanna, Rameshwar Rao, P. Chandra Sekhar
Keywords
Related Articles
- EP ID EP569770
- DOI 10.15439/2017KM41
- Views 27
- Downloads 0
Clustered Comparative Analysis of Security Sensor Discrimination Data
Security alarm is used to protect from burglary (theft), property damage and from intruders. These security alarms consists sensors and alerting device to indicate the intrusion. Clustering is data mining technique which...
Robotic Process Automation of Unstructured Data with Machine Learning
In this paper we present our work in progress on building an artificial intelligence system dedicated to tasks regarding the processing of formal documents used in various kinds of business procedures. The main challenge...
Representation Matters: An Unexpected Property of Polynomial Rings and its Consequences for Formalizing Abstract Field Theory
In this paper we develop a Mizar formalization of Kronecker's construction, which states that for every field $F$ and irreducible polynomial $p \in F[X]$ there exists a field extension $E$ of $F$ such that $p$ has a root...
Acoustic Model Training, using Kaldi, for Automatic Whispery Speech Recognition
The article presents research on the automatic whispery speech recognition. The main task was to find dependences between a number of triphone classes (number of leaves in decision tree) and the total number of Gaussian...
A Non-Deterministic Strategy for Searching Optimal Number of Trees Hyperparameter in Random Forest
In this paper, we present a non-deterministic strategy for searching for optimal number of trees hyperparameter in Random Forest (RF). Hyperparameter tuning in Machine Learning (ML) algorithms is essential. It optimizes...