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21
Chord: A Scalable Peer-to-Peer Lookup Service for Internet Applications
, 2001
"... A fundamental problem that confronts peer-to-peer applications is to efficiently locate the node that stores a particular data item. This paper presents Chord, a distributed lookup protocol that addresses this problem. Chord provides support for just one operation: given a key, it maps the key onto ..."
Abstract
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Cited by 3028 (66 self)
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A fundamental problem that confronts peer-to-peer applications is to efficiently locate the node that stores a particular data item. This paper presents Chord, a distributed lookup protocol that addresses this problem. Chord provides support for just one operation: given a key, it maps the key onto a node. Data location can be easily implemented on top of Chord by associating a key with each data item, and storing the key/data item pair at the node to which the key maps. Chord adapts efficiently as nodes join and leave the system, and can answer queries even if the system is continuously changing. Results from theoretical analysis, simulations, and experiments show that Chord is scalable, with communication cost and the state maintained by each node scaling logarithmically with the number of Chord nodes.
A Scalable Content-Addressable Network
- IN PROC. ACM SIGCOMM 2001
, 2001
"... Hash tables – which map “keys ” onto “values” – are an essential building block in modern software systems. We believe a similar functionality would be equally valuable to large distributed systems. In this paper, we introduce the concept of a Content-Addressable Network (CAN) as a distributed infra ..."
Abstract
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Cited by 2353 (29 self)
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Hash tables – which map “keys ” onto “values” – are an essential building block in modern software systems. We believe a similar functionality would be equally valuable to large distributed systems. In this paper, we introduce the concept of a Content-Addressable Network (CAN) as a distributed infrastructure that provides hash table-like functionality on Internet-like scales. The CAN is scalable, fault-tolerant and completely self-organizing, and we demonstrate its scalability, robustness and low-latency properties through simulation.
Tapestry: An infrastructure for fault-tolerant wide-area location and routing
, 2001
"... In today’s chaotic network, data and services are mobile and replicated widely for availability, durability, and locality. Components within this infrastructure interact in rich and complex ways, greatly stressing traditional approaches to name service and routing. This paper explores an alternative ..."
Abstract
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Cited by 928 (30 self)
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In today’s chaotic network, data and services are mobile and replicated widely for availability, durability, and locality. Components within this infrastructure interact in rich and complex ways, greatly stressing traditional approaches to name service and routing. This paper explores an alternative to traditional approaches called Tapestry. Tapestry is an overlay location and routing infrastructure that provides location-independent routing of messages directly to the closest copy of an object or service using only point-to-point links and without centralized resources. The routing and directory information within this infrastructure is purely soft state and easily repaired. Tapestry is self-administering, faulttolerant, and resilient under load. This paper presents the architecture and algorithms of Tapestry and explores their advantages through a number of experiments. 1
Analysis of the Evolution of Peer-to-Peer Systems
, 2002
"... In this paper, we give a theoretical analysis of peer-to-peer (P2P) networks operating in the face of concurrent joins and unexpected departures. We focus on Chord, a recently developed P2P system that implements a distributed hash table abstraction, and study the process by which Chord maintains it ..."
Abstract
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Cited by 165 (4 self)
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In this paper, we give a theoretical analysis of peer-to-peer (P2P) networks operating in the face of concurrent joins and unexpected departures. We focus on Chord, a recently developed P2P system that implements a distributed hash table abstraction, and study the process by which Chord maintains its distributed state as nodes join and leave the system. We argue that traditional performance measures based on run-time are uninformative for a continually running P2P network, and that the rate at which nodes in the network need to participate to maintain system state is a more useful metric. We give a general lower bound on this rate for a network to remain connected, and prove that an appropriately modified version of Chord's maintenance rate is within a logarithmic factor of the optimum rate. 1.
Distributed Object Location in a Dynamic Network
, 2004
"... Modern networking applications replicate data and services widely, leading to a need for location-independent routing---the ability to route queries to objects using names independent of the objects' physical locations. Two important properties of such a routing infrastructure are routing locality a ..."
Abstract
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Cited by 155 (16 self)
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Modern networking applications replicate data and services widely, leading to a need for location-independent routing---the ability to route queries to objects using names independent of the objects' physical locations. Two important properties of such a routing infrastructure are routing locality and rapid adaptation to arriving and departing nodes. We show how these two properties can be efficiently achieved for certain network topologies. To do this, we present a new distributed algorithm that can solve the nearest-neighbor problem for these networks. We describe our solution in the context of Tapestry, an overlay network infrastructure that employs techniques proposed by Plaxton et al. [24].
Complex Queries in DHT-based Peer-to-Peer Networks
- In 1st International Workshop on Peer-to-Peer Systems (IPTPS’02
, 2002
"... Abstract. Recently a new generation of P2P systems, offering distributed hash table (DHT) functionality, have been proposed. These systems greatly improve the scalability and exact-match accuracy of P2P systems, but offer only the exact-match query facility. This paper outlines a research agenda for ..."
Abstract
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Cited by 144 (4 self)
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Abstract. Recently a new generation of P2P systems, offering distributed hash table (DHT) functionality, have been proposed. These systems greatly improve the scalability and exact-match accuracy of P2P systems, but offer only the exact-match query facility. This paper outlines a research agenda for building complex query facilities on top of these DHT-based P2P systems. We describe the issues involved and outline our research plan and current status. 1
Routing Algorithms for DHTs: Some Open Questions
, 2002
"... this paper is not about finished work, but instead is about a research agenda for future work (by us and others). We hope that presenting such a discussion to this audience will promote synergy between research groups in this area and help clarify some of the underlying issues. We should note that t ..."
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Cited by 121 (2 self)
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this paper is not about finished work, but instead is about a research agenda for future work (by us and others). We hope that presenting such a discussion to this audience will promote synergy between research groups in this area and help clarify some of the underlying issues. We should note that there are many other interesting issues that remain to be resolved in these DHT systems, such as security and robustness to attacks, system monitoring and maintenance, and indexing and keyword searching. These issues will doubtless be discussed elsewhere in this workshop. Our focus on routing algorithms is not intended to imply that these other issues are of secondary importance
Building peer-to-peer systems with chord, a distributed lookup service
- In Proc. of the 8th IEEE Workshop on Hot Topics in Operating Systems (HotOS-VIII
, 2001
"... We argue that the core problem facing peer-to-peer systems is locating documents in a decentralized network and propose Chord, a distributed lookup primitive. Chord provides an efficient method of locating documents while placing few constraints on the applications that use it. As proof that Chord’s ..."
Abstract
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Cited by 85 (3 self)
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We argue that the core problem facing peer-to-peer systems is locating documents in a decentralized network and propose Chord, a distributed lookup primitive. Chord provides an efficient method of locating documents while placing few constraints on the applications that use it. As proof that Chord’s functionality is useful in the development of peer-to-peer applications, we outline the implementation of a peer-to-peer file sharing system based on Chord. 1
Distributed Data Location in a Dynamic Network
- IN PROC. OF ACM SPAA
, 2002
"... Modern networking applications replicate data and services widely, leading to a need for locationindependent routing -- the ability to route queries directly to objects using names that are independent of the objects' physical locations. Two important properties of a routing infrastructure are routi ..."
Abstract
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Cited by 18 (5 self)
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Modern networking applications replicate data and services widely, leading to a need for locationindependent routing -- the ability to route queries directly to objects using names that are independent of the objects' physical locations. Two important properties of a routing infrastructure are routing locality and rapid adaptation to arriving and departing nodes. We show how these two properties can be achieved with an efficient solution to the nearest-neighbor problem. We present a new distributed algorithm that can solve the nearest-neighbor problem for a restricted metric space. We describe our solution in the context of Tapestry, an overlay network infrastructure that employs techniques proposed by Plaxton, Rajaraman, and Richa [16].

