60 citations · 63 across the 4 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.DC2024
Serverless Cold Starts and Where to Find Them
Artjom Joosen, Ahmed Hassan, Martin Asenov +5
This paper releases and analyzes a month-long trace of 85 billion user requests and 11.9 million cold starts from Huawei's serverless cloud platform. Our analysis spans workloads f…
cs.LG2024★ 1 cited
DAM: Towards A Foundation Model for Time Series Forecasting
Luke Darlow, Qiwen Deng, Ahmed Hassan +5
It is challenging to scale time series forecasting models such that they forecast accurately for multiple distinct domains and datasets, all with potentially different underlying c…
cs.LG2024★ 2 cited
An Analysis of Linear Time Series Forecasting Models
William Toner, Luke Darlow
Despite their simplicity, linear models perform well at time series forecasting, even when pitted against deeper and more expensive models. A number of variations to the linear mod…