Multi-Objective In-Network Caching Strategies
نویسنده
چکیده
The fast growth of user-generated content puts a significant burden on the current network infrastructure. By implementing caching functionality on network infrastructure, we can effectively eliminate redundant traffic, reduce delay and achieve other goals. In my thesis, we utilize optimization model and design of heuristic to study and develop novel caching strategies with multiple objectives for the networked caches. We evaluate their performance in the realistic settings.
منابع مشابه
A Novel Caching Strategy in Video-on-Demand (VoD) Peer-to-Peer (P2P) Networks Based on Complex Network Theory
The popularity of video-on-demand (VoD) streaming has grown dramatically over the World Wide Web. Most users in VoD P2P networks have to wait a long time in order to access their requesting videos. Therefore, reducing waiting time to access videos is the main challenge for VoD P2P networks. In this paper, we propose a novel algorithm for caching video based on peers' priority and video's popula...
متن کاملA Novel Caching Strategy in Video-on-Demand (VoD) Peer-to-Peer (P2P) Networks Based on Complex Network Theory
The popularity of video-on-demand (VoD) streaming has grown dramatically over the World Wide Web. Most users in VoD P2P networks have to wait a long time in order to access their requesting videos. Therefore, reducing waiting time to access videos is the main challenge for VoD P2P networks. In this paper, we propose a novel algorithm for caching video based on peers' priority and video's popula...
متن کاملCompetitive Supply Chain Network Design Considering Marketing Strategies: A Hybrid Metaheuristic Algorithm
In this paper, a comprehensive model is proposed to design a network for multi-period, multi-echelon, and multi-product inventory controlled the supply chain. Various marketing strategies and guerrilla marketing approaches are considered in the design process under the static competition condition. The goal of the proposed model is to efficiently respond to the customers’ demands in the presenc...
متن کاملLearning-Aided Collaborative Caching in Small Cell Networks
Caching enables reduction of peak backhaul load in modern wireless systems by allowing popular files to be pre-fetched and stored locally and closer to the network edge. With the shift in paradigm from homogeneous to heterogeneous cellular networks, data offloading to small cell base stations (sBS) has garnered recent attention. Caching at the sBS can help avoid bottlenecks in the capacity limi...
متن کاملEdge-Caching Wireless Networks: Energy-Efficient Design and Optimization
Edge-caching has received much attention as an efficient technique to reduce delivery latency and network congestion during peak-traffic times by bringing data closer to end users. Existing works usually design caching algorithms separately from physical layer design. In this paper, we analyse edge-caching wireless networks by taking into account the caching capability when designing the signal...
متن کامل