Monthly electricity consumption forecasting method based on X12 and STL decomposition model in an integrated energy system
T Sun, T Zhang, Y Teng, Z Chen… - … Problems in Engineering, 2019 - Wiley Online Library
With the rapid development and wide application of distributed generation technology and
new energy trading methods, the integrated energy system has developed rapidly in Europe …
new energy trading methods, the integrated energy system has developed rapidly in Europe …
Predicting Amazon spot prices with LSTM networks
Amazon spot instances provide preemptable computing capacity at a cost that is often
significantly lower than comparable on-demand or reserved instances. Spot instances are …
significantly lower than comparable on-demand or reserved instances. Spot instances are …
Performance and behavior characterization of amazon ec2 spot instances
Amazon EC2's spot instances (SIs) represent a competitive Cloud resource in terms of price
compared to reliable and fixed price options. The drawback, however, is that SIs may not …
compared to reliable and fixed price options. The drawback, however, is that SIs may not …
Amazon spot instance price prediction with GRU network
D Kong, S Liu, L Pan - 2021 IEEE 24th international conference …, 2021 - ieeexplore.ieee.org
The Amazon cloud platform sells its idle resources to cloud users as Spot Instances, which
provide an ultra-low discount compared to the price of on-demand instances. Unlike the …
provide an ultra-low discount compared to the price of on-demand instances. Unlike the …
Enabling the execution of HPC applications on public clouds with HPC@Cloud toolkit
V Munhoz, M Castro - Concurrency and Computation: Practice …, 2024 - Wiley Online Library
The advent of cloud computing has made access to computing infrastructure available to
millions of users that face resource constraints. In the context of high performance computing …
millions of users that face resource constraints. In the context of high performance computing …
Cospot: a cooperative vm allocation framework for increased revenue from spot instances
Most large cloud operators offer a lower-priced, lower-priority alternative to regular (on-
demand or reserved) virtual machines, commonly referred to as spot instances. Spot …
demand or reserved) virtual machines, commonly referred to as spot instances. Spot …
[PDF][PDF] Performance and Cost Analysis Between On-Demand and Preemptive Virtual Machines.
A few years ago, Amazon Web Services introduced spot instances, transient servers that can
be contracted at a significant discount over regular price, but whose availability depends on …
be contracted at a significant discount over regular price, but whose availability depends on …
Evaluating amazon EC2 spot price prediction models using regression error characteristic curve
B Alkaddah, A Agarwal - … Conference on Fog and Mobile Edge …, 2022 - ieeexplore.ieee.org
Amazon EC2 offers inactive virtual machines (VM) as spot instances at up to 90% discount.
In return, the least expensive option requires the customers' usage to be tolerated with a low …
In return, the least expensive option requires the customers' usage to be tolerated with a low …
To bid or not to bid in streamlined EC2 spot markets
Previously, Amazon EC2 Spot prices were always driven by short-term trends in supply and
demand, requiring consumers to have an in-depth understanding of Spot markets and the …
demand, requiring consumers to have an in-depth understanding of Spot markets and the …
Towards resource and contract heterogeneity aware rescaling for cloud-hosted applications
Cloud infrastructure providers are offering consumers a wide range of resource and contract
options to choose from, yet most elasticity management solutions are incapable of …
options to choose from, yet most elasticity management solutions are incapable of …