ImageNet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever et al.
6.7k
Citations
0
Influential Citations
ACM SIGCOMM Computer Communication Review
Venue
1994
Year
An ad-hoc network is the cooperative engagement of a collection of Mobile Hosts without the required intervention of any centralized Access Point. In this paper we present an innovative design for the operation of such ad-hoc networks. The basic idea of the design is to operate each Mobile Host as a specialized router, which periodically advertises its view of the interconnection topology with other Mobile Hosts within the network. This amounts to a new sort of routing protocol. We have investigated modifications to the basic Bellman-Ford routing mechanisms, as specified by RIP [5], to make it suitable for a dynamic and self-starting network mechanism as is required by users wishing to utilize ad hoc networks. Our modifications address some of the previous objections to the use of Bellman-Ford, related to the poor looping properties of such algorithms in the face of broken links and the resulting time dependent nature of the interconnection topology describing the links between the Mobile Hosts. Finally, we describe the ways in which the basic network-layer routing can be modified to provide MAC-layer support for ad-hoc networks.
This paper introduced DSDV, one of the first proactive routing protocols specifically designed for mobile ad-hoc networks (MANETs). At a time when wireless networking relied on centralized access points, DSDV proposed a fully distributed approach where each mobile host acts as a router, enabling self-organizing networks without infrastructure. The work directly addressed the critical problem of routing loops in dynamic topologies, a major obstacle to using distance-vector protocols like RIP in mobile environments.
The paper's significance lies in its timing and foundational nature. Published in 1994, it anticipated the explosion of mobile computing and ad-hoc networking. DSDV's use of sequence numbers to ensure loop-free routing became a standard technique adopted by many subsequent protocols. The paper also highlighted the need for cross-layer design by suggesting MAC-layer support for routing, a concept that later became central to wireless network optimization.
The key innovations of DSDV include:
The paper does not present quantitative experimental results or simulations. Instead, it provides a detailed protocol specification and qualitative arguments for its advantages over RIP. The authors claim that DSDV eliminates routing loops and reduces convergence time compared to basic Bellman-Ford, but no metrics such as packet delivery ratio, end-to-end delay, or overhead are reported. This lack of empirical validation is a notable weakness, but the protocol's conceptual soundness led to its widespread adoption as a baseline for comparison in later MANET research.
DSDV's impact on the field of wireless networking is substantial. It established the proactive routing paradigm for MANETs and inspired a generation of protocols, including AODV (which uses sequence numbers for loop freedom) and DSR (which uses source routing). The paper is cited over 6,700 times, reflecting its foundational role. DSDV also influenced the development of routing protocols for sensor networks and vehicular ad-hoc networks. While DSDV itself is rarely used in practice today due to scalability issues, its core ideas—sequence numbers, proactive updates, and loop-free routing—remain essential in modern wireless routing design.
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