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A Learning-Based Caching Mechanism for Edge Content Delivery
ICPE '24: Proceedings of the 15th ACM/SPEC International Conference on Performance EngineeringPages 236–246https://doi.org/10.1145/3629526.3645037With the advent of 5G networks and the rise of the Internet of Things (IoT), Content Delivery Networks (CDNs) are increasingly extending into the network edge. This shift introduces unique challenges, particularly due to the limited cache storage and the ...
- research-articleSeptember 2023
Smart Cache Insertion and Promotion Policy for Content Delivery Networks
ICPP '23: Proceedings of the 52nd International Conference on Parallel ProcessingPages 183–192https://doi.org/10.1145/3605573.3605581Improving hit rates can be achieved by enhancing cache replacement algorithms with the identification of zero-reuse objects (ZROs) and inserting them at the end of the cache queue. Note that the promotion policy needs to achieve a similar task as the ...
- research-articleJanuary 2023
Density-aware replica server placement for utilisation enhancement
International Journal of Advanced Intelligence Paradigms (IJAIP), Volume 25, Issue 3-4Pages 219–233https://doi.org/10.1504/ijaip.2023.132382The most challenging issue in content delivery networks (CDN) is to place the surrogate servers. K-means clustering can be chosen as a very simple and effective approach for placing the surrogates over the network. But the main concern of this approach is ...
- research-articleNovember 2022
A New Upper Bound on Cache Hit Probability for Non-Anticipative Caching Policies
ACM Transactions on Modeling and Performance Evaluation of Computing Systems (TOMPECS), Volume 7, Issue 2-4Article No.: 5, Pages 1–24https://doi.org/10.1145/3547332Caching systems have long been crucial for improving the performance of a wide variety of network and web-based online applications. In such systems, end-to-end application performance heavily depends on the fraction of objects transferred from the cache, ...
- short-paperOctober 2022
Handover in mobility-aware caching strategy for LEO satellite-based overlay system with content delivery network
MobiHoc '22: Proceedings of the Twenty-Third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile ComputingPages 271–275https://doi.org/10.1145/3492866.3558588In recent years, video has become a tremendous growth of media in the content delivery network (CDN) coupled with the enormous increase of users. However, it leads to new challenges including an explosion of data demand on networking resources, backhaul ...
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- research-articleJune 2021
Analyzing Scientific Data Sharing Patterns for In-network Data Caching
- Elizabeth Copps,
- Huiyi Zhang,
- Alex Sim,
- Kesheng Wu,
- Inder Monga,
- Chin Guok,
- Frank Würthwein,
- Diego Davila,
- Edgar Fajardo
SNTA '21: Proceedings of the 2021 on Systems and Network Telemetry and AnalyticsPages 9–16https://doi.org/10.1145/3452411.3464441The volume of data moving through a network increases with new scientific experiments and simulations. Network bandwidth requirements also increase proportionally to deliver data within a certain time frame. We observe that a significant portion of the ...
- research-articleJune 2019
Chunk-level request-grant-transfer mode for QoE-sensitive video delivery in CDN
IWQoS '19: Proceedings of the International Symposium on Quality of ServiceArticle No.: 12, Pages 1–10https://doi.org/10.1145/3326285.3329047Remote Direct Memory Access (RDMA) can be deployed in Content Delivery Networks (CDN) Points of Presence (PoPs) to avoid the high CPU overheads caused by traditional TCP/IP stacks. However, RDMA cannot surmount the drawbacks of the window-based ...
- research-articleJanuary 2019
Data dissemination on MANET by repeatedly transmission via CDN nodes
International Journal of Information and Communication Technology (IJICT), Volume 14, Issue 3Pages 308–326https://doi.org/10.1504/ijict.2019.099114The efficient data dissemination in an infrastructure-less environment as MANET is the challenging issues. This paper proposes to adopt the CDN Technique for disseminating information in MANET. The source node disseminates data to surrounding nodes by ...
- research-articleJanuary 2018
Growing Half-Balls: Minimizing Storage and Communication Costs in Content Delivery Networks
SIAM Journal on Discrete Mathematics (SIDMA), Volume 32, Issue 3Pages 1903–1921https://doi.org/10.1137/16M1103014The dynamic content distribution problem addresses the trade-off between storage and delivery costs in modern virtual content delivery networks (CDNs). That is, a video file can be stored in multiple places so that the request of each user is served from a ...
- research-articleOctober 2017
First Mile in Crowdsourced Live Streaming: A Content Harvest Network Approach
Thematic Workshops '17: Proceedings of the on Thematic Workshops of ACM Multimedia 2017Pages 101–109https://doi.org/10.1145/3126686.3126703Recent years have witnessed a rapid increase of crowdsourced live streaming (CLS): applications like Twitch.tv have attracted millions of daily active users. Content delivery in such crowdsourced live streaming involves two phases: 1) Video stream (i.e.,...
- posterJune 2017
Adaptive TTL-Based Caching for Content Delivery
SIGMETRICS '17 Abstracts: Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer SystemsPages 45–46https://doi.org/10.1145/3078505.3078560Content Delivery Networks (CDNs) cache and serve a majority of the user-requested content on the Internet, including web pages, videos, and software downloads. We propose two TTL-based caching algorithms that automatically adapt to the heterogeneity, ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 45 Issue 1 - research-articleOctober 2016
Measurement and Analysis of Private Key Sharing in the HTTPS Ecosystem
- Frank Cangialosi,
- Taejoong Chung,
- David Choffnes,
- Dave Levin,
- Bruce M. Maggs,
- Alan Mislove,
- Christo Wilson
CCS '16: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications SecurityPages 628–640https://doi.org/10.1145/2976749.2978301The semantics of online authentication in the web are rather straightforward: if Alice has a certificate binding Bob's name to a public key, and if a remote entity can prove knowledge of Bob's private key, then (barring key compromise) that remote ...
- research-articleJune 2016
Energy-efficient disk caching for content delivery
e-Energy '16: Proceedings of the Seventh International Conference on Future Energy SystemsArticle No.: 20, Pages 1–12https://doi.org/10.1145/2934328.2934348Content delivery networks (CDNs) operate hundreds of thou sands of servers that cache content and deliver them to users with high performance. Each CDN server has multiple spinning disks that are used for caching content. These disks account for 40-55% ...
- research-articleJanuary 2016
Stability and optimization of DNS-based request redirection in CDNs
ICDCN '16: Proceedings of the 17th International Conference on Distributed Computing and NetworkingArticle No.: 11, Pages 1–10https://doi.org/10.1145/2833312.2833455Content Delivery Network (CDN) solutions have been progressively integrated to many network infrastructures. However, they show technological limitations when dealing with an increasing number of bandwidth-hungry and demanding applications. One of the ...
- rfcDecember 2015
RFC 7736: Content Delivery Network Interconnection (CDNI) Media Type Registration
This document defines the standard media type used by the Content Delivery Network Interconnection (CDNI) protocol suite, including the registration procedure and recommended usage of the required payload- type parameter.
- research-articleOctober 2015
Going Wild: Large-Scale Classification of Open DNS Resolvers
IMC '15: Proceedings of the 2015 Internet Measurement ConferencePages 355–368https://doi.org/10.1145/2815675.2815683Since several years, millions of recursive DNS resolvers are-deliberately or not-open to the public. This, however, is counter-intuitive, since the operation of such openly accessible DNS resolvers is necessary in rare cases only. Furthermore, open ...
- research-articleJuly 2015
Algorithmic Nuggets in Content Delivery
ACM SIGCOMM Computer Communication Review (SIGCOMM-CCR), Volume 45, Issue 3Pages 52–66https://doi.org/10.1145/2805789.2805800This paper "peeks under the covers" at the subsystems that provide the basic functionality of a leading content delivery network. Based on our experiences in building one of the largest distributed systems in the world, we illustrate how sophisticated ...
- research-articleMarch 2015
SmoothCache 2.0: CDN-quality adaptive HTTP live streaming on peer-to-peer overlays
MMSys '15: Proceedings of the 6th ACM Multimedia Systems ConferencePages 61–72https://doi.org/10.1145/2713168.2713182In recent years, adaptive HTTP streaming protocols have become the de-facto standard in the industry for the distribution of live and video-on-demand content over the Internet. This paper presents SmoothCache 2.0, a distributed cache platform for ...
- research-articleJanuary 2015
Cooperative caching for adaptive bit rate streaming in content delivery networks
IMCOM '15: Proceedings of the 9th International Conference on Ubiquitous Information Management and CommunicationArticle No.: 47, Pages 1–5https://doi.org/10.1145/2701126.2701236This work proposes a cooperative caching model which supports adaptive bit-rate streaming in content delivery networks. A linear program (LP) problem is applied to maximize the total user satisfaction. The optimal content placement and content fetching ...
- rfcAugust 2014
RFC 7336: Framework for Content Distribution Network Interconnection (CDNI)
This document presents a framework for Content Distribution Network Interconnection (CDNI). The purpose of the framework is to provide an overall picture of the problem space of CDNI and to describe the relationships among the various components ...