FPGA-based Acceleration of Time Series Similarity Prediction: From Cloud to Edge.
Amin KalantarZachary ZimmermanPhilip BriskPublished in: ACM Trans. Reconfigurable Technol. Syst. (2023)
Keyphrases
- financial time series
- prediction accuracy
- similarity measure
- prediction model
- euclidean distance
- chaotic time series
- edge detection
- non stationary
- moving average
- similarity metric
- cloud computing
- distance function
- edge detector
- extreme values
- dynamic time warping
- prediction error
- similarity measurement
- similarity function
- distance measure
- mackey glass
- multivariate time series
- prediction algorithm
- neural network
- structural similarity
- application specific
- autoregressive
- edit distance
- semantic similarity
- stock market
- artificial neural networks
- image processing