句子语料

Introduction

不同点

From a technical standpoint, this requires a significant technical departure from the no-regret caching settings studied by prior art [10, 62, 65, 66, 71, 74], both due to its distributed nature and the generality of the network topology.
这与。。。显著不同，因为。。。

创新点

In comparison to the existing literature, the novelty of this work arises mainly from the combination of the
following important factors: (1) the primary focus of this work is on low-end embedded IoT devices, as opposed
to less-constrained high-end mobile devices coupled with cloud servers, (2) the stochastic communication delay is
explicitly taken into account using an efective MDP modeling framework, (3) optimal and lightweight solutions
are presented to solve the energy minimization problems at hand, with extensive experimental validation, and
(4) the performance of diferent data transfer schemes is explored for reducing the energy consumption of IoT
device.
与已有文献相比，这篇文献主要从以下几个方面创新