Clark’s Nutcrackers (Nucifraga columbiana) Flexibly Adapt Caching Behaviour to a Cooperative Context
Corvids recognize when their caches are at risk of being stolen by others and have developed strategies to protect these caches from pilferage. For instance, Clark’s nutcrackers will suppress the number of caches they make if being observed by a ...
Dawson Clary, Debbie M Kelly
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A Scalable Architecture for Cooperative Web Caching [PDF]
Cooperative Web caching is the most common solution for augmenting the low cache hit rates due to single proxies. However, both purely hierarchical and flat architectures suffer from scalability problems due to cooperation protocol overheads. We present a new cooperative architecture that organizes cache servers in well connected clusters and ...
LANCELLOTTI, Riccardo +2 more
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Multi-Agent Reinforcement Learning Based Cooperative Content Caching for Mobile Edge Networks
To address the drastic growth of data traffic dominated by streaming of video-on-demand files, mobile edge caching/computing (MEC) can be exploited to develop intelligent content caching at mobile network edges to alleviate redundant traffic and improve ...
Wei Jiang +3 more
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Cooperative Edge Caching: A Multi-Agent Deep Learning Based Approach
Ubiquitous Internet of Things (IoT) devices have fueled plenty of innovations in the emerging network paradigms. Among them, IoT edge caching has emerged as a promising technique to cope with the explosive growth in network data traffic, with Quality of ...
Yuming Zhang +6 more
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Cooperative Caching?: An Economic Analysis of Document Duplication in Cooperative Web Caching
Cooperative caching is a popular mechanism to allow an array of distributed caches to cooperate and serve each others' Web requests. Controlling duplication of documents across cooperating caches is a challenging problem faced by cache managers. In this paper, we study the economics of document duplication in strategic and nonstrategic settings.
Kartik Hosanagar, Yong Tan
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Coded Caching for Broadcast Networks with User Cooperation
Caching technique is a promising approach to reduce the heavy traffic load and improve user latency experience for the Internet of Things (IoT). In this paper, by exploiting edge cache resources and communication opportunities in device-to-device (D2D) networks and broadcast networks, two novel coded caching schemes are proposed that greatly reduce ...
Zhenhao Huang +4 more
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Cooperative Caching for Chip Multiprocessors [PDF]
This paper presents CMP Cooperative Caching, a unified framework to manage a CMP's aggregate on-chip cache resources. Cooperative caching combines the strengths of private and shared cache organizations by forming an aggregate "shared" cache through cooperation among private caches.
Jichuan Chang, Gurindar S. Sohi
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Cache-Induced Hierarchical Cooperation in Wireless Device-to-Device Caching Networks [PDF]
We consider a wireless device-to-device (D2D) caching network where n nodes are placed on a regular grid of area A(n). Each node caches L_C*F (coded) bits from a library of size L*F bits, where L is the number of files and F is the size of each file. Each node requests a file from the library independently according to a popularity distribution.
An Liu +2 more
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Cooperative Device-to-Device Communications with Caching [PDF]
Acceptted by VTCSpring ...
Chen, Binqiang +2 more
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Research on Coded Caching-Enabled Cooperative Transmission Mechanism in LEO Small Satellite Network
Along with the rapid development of low earth orbit (LEO) small satellite network, users can access content retrieval service through dense-deployed LEO satellite networks in the future.Due to the long propagation delay of satellite-to-terrestrial link ...
Jian LI, Kaiping XUE, Hancheng LU
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