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Insight and Perspective for Content Delivery Networks
- in Communications of the ACM
, 2006
"... Striking a balance between the costs for Web content providers and the quality of service for Web customers. More efficient content delivery over the Web has become an important element of improving Web performance. Content Delivery Networks (CDNs) have been proposed to maximize bandwidth, improve a ..."
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Cited by 40 (7 self)
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Striking a balance between the costs for Web content providers and the quality of service for Web customers. More efficient content delivery over the Web has become an important element of improving Web performance. Content Delivery Networks (CDNs) have been proposed to maximize bandwidth, improve accessibility, and maintain correctness through content replication [11]. With CDNs, content is distributed to cache servers located close to users, resulting in fast, reliable applications and Web services for the users. More specifically, CDNs maintain multiple Points of Presence (PoP) with clusters of (the so-called surrogate) servers that store copies of identical content, such that users ’ requests are satisfied by the most appropriate site (see the figure here). Typically, a CDN topology involves: • A set of surrogate servers (distributed around the world) that cache the origin servers ’ content; • Routers and network elements that deliver
A Latency-based Object Placement Approach
- in Content Distribution Networks”, Proceedings of the 3rd Latin American Web Congress (La-Web 2005), IEEE Press, Buenos Aires
, 2005
"... Content Distribution Networks (CDNs) are increasingly being used to disseminate data in today's Internet aiming at reducing the load on the origin server and the traffic on the Internet, and ultimately improving response time to users. In this direction, crucial data management issues should be addr ..."
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Cited by 7 (4 self)
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Content Distribution Networks (CDNs) are increasingly being used to disseminate data in today's Internet aiming at reducing the load on the origin server and the traffic on the Internet, and ultimately improving response time to users. In this direction, crucial data management issues should be addressed. A very important issue is the optimal placement of the outsourced content to CDN’s servers. All the approaches developed so far assume the existence of adequate popularity statistics. Such information though, is not always available, or it is extremely volatile, turning such methods problematic. This paper develops a network-adaptive, non-parameterized technique to place the outsourced content to CDN’s servers, which requires no a-priori knowledge of request statistics. We place the outsourced objects to these servers with respect to the network latency that each object produces. Through a detailed simulation environment, using both real and synthetic data, we show that the proposed technique can yield up to 25% reduction in user-perceived latency, compared with other heuristic schemes which have knowledge of the content popularity. 1.
Y.: Replication based on objects load under a content distribution network
- In 22nd International Conference on Data Engineering Workshops. IEEE Computer Society
, 2006
"... Users tend to use the Internet for “resource-hungry” applications (which involve content such as video, audio on-demand and distributed data) and at the same time, more and more applications (such as e-commerce, elearning etc.) are relying on the Web. In this framework, Content Distribution Networks ..."
Abstract
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Cited by 5 (5 self)
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Users tend to use the Internet for “resource-hungry” applications (which involve content such as video, audio on-demand and distributed data) and at the same time, more and more applications (such as e-commerce, elearning etc.) are relying on the Web. In this framework, Content Distribution Networks (CDNs) are increasingly being used to disseminate data in today's Internet, providing a delicate balance between costs for Web content providers and quality of services for Web customers. The growing interest in CDNs is motivated by a common problem across disciplines: how does one reduce the load on the origin server and the traffic on the Internet, and ultimately improve response time to users? In this direction, crucial data management issues should be addressed. A very important issue is the optimal placement of the outsourced content to CDN’s servers. Taking into account that this problem is NP complete, an heuristic method should be developed. All the approaches developed so far either take as criterion the network’s latency or the workload. This paper develops a novel technique to place the outsourced content to CDN’s servers, integrating both the latency and the load. Through a detailed simulation environment, using both real and synthetic data, we show that the proposed method can improve significantly the response time of requests while keeping the CDNs ’ servers ’ load at a very low level. 1.
Integrating Caching Techniques on a Content Distribution Network
- In Proceedings of 10th East-European Conference on Advances in Databases and Information Systems (ADBIS 2006
, 2006
"... Abstract. Web caching and replication tune capacity with performance and they have become essential components of the Web. In practice, caching and replication techniques have been applied in proxy servers and Content Distribution Networks (CDNs) respectively. In this paper, we investigate the benef ..."
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Cited by 4 (0 self)
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Abstract. Web caching and replication tune capacity with performance and they have become essential components of the Web. In practice, caching and replication techniques have been applied in proxy servers and Content Distribution Networks (CDNs) respectively. In this paper, we investigate the benefits of integrating caching policies on a CDN ’ s infrastructure. Using a simulation testbed, our results indicate that there is much room for performance improvement in terms of perceived latency, hit ratio and byte hit ratio. Moreover, we show that the combination of caching with replication fortifies CDNs against flash crowd events. 1
Cache management for Web-powered databases
- In Web-Powered Databases
, 2002
"... In recent years, the World Wide Web, or simply the Web ..."
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Cited by 2 (1 self)
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In recent years, the World Wide Web, or simply the Web
FRES-CAR: An adaptive cache replacement policy
- In: Proceedings of the 1st IEEE international workshop on challenges in Web information retrieval and integration (WIRI’05) in cooperation with the 21st IEEE conference on data engineering ICDE 2005
, 2005
"... Caching Web objects has become a common practice towards improving content delivery and users ’ servicing. A Web caching framework is characterized by its cache replacement policy, which identifies the objects (i.e. the elements on a Web page, which include text, graphics, and scripts) to be replace ..."
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Cited by 1 (0 self)
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Caching Web objects has become a common practice towards improving content delivery and users ’ servicing. A Web caching framework is characterized by its cache replacement policy, which identifies the objects (i.e. the elements on a Web page, which include text, graphics, and scripts) to be replaced in a cache upon a request arrival. In this paper, we present a cache replacement algorithm (so-called FRES-CAR), which identifies the objects that should be evicted by considering together three important criteria: object’s frequency, recency and size. Experimentation under synthetic workloads has shown that FRES-CAR achieves higher hit rates when compared with the most popular and existing algorithms. 1.
IEEE INTERNET COMPUTING 1089-7801/04/$20.00 2004 IEEE Published by the IEEE Computer Society MAY . JUNE 2004 37 Data
- IEEE Internet Computing
, 2004
"... this article, we describe SliCache's design and present performance results that show significant improvements over other policies in terms of average stretch --- the ratio of an object's access latency to its service time ..."
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this article, we describe SliCache's design and present performance results that show significant improvements over other policies in terms of average stretch --- the ratio of an object's access latency to its service time
A semantic self-organising webpage-ranking algorithm using computational geometry across different knowledge domains
- INT. J. KNOWLEDGE AND WEB INTELLIGENCE, VOL. 1, NOS. 1/2
, 2009
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