Fully Compact Routing in Low Memory Self-Healing Trees

Armando Castañeda, Jonas Lefèvre, Amitabh Trehan
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引用次数: 1

Abstract

The paper (Compact Routing Messages in Self-Healing Trees, TCS 2017) introduced CompactFTZ, the first self-healing compact routing algorithm that works in a distributed network with each node using only O(log n) words (i.e. O(log2 n) bits) memory and thus O(log n) sized messages. The routing uses only O(1) and O(log n) words routing table and packet labels respectively on a self-healing tree that also works using only O(1) words repairing the network in face of a strong adversary deleting nodes. This deterministic algorithm sets up its data structures in a preprocessing phase and then updates the required data structures in only O(1) parallel time per healing round during execution of the algorithm. However, CompactFTZ has no constraints in its preprocessing phase which could be done in distributed large memory or even centrally. In this paper, we correct that by developing the algorithms for preprocessing of CompactFTZ in a fully distributed manner using only O(log n) words memory in optimal time. In fact, the preprocessing for the self-healing tree (ForgivingTree) component takes only O(1) memory. We develop a local function which each node invokes to instantly compute and then relay its repair instructions (known as its Will) in only O(1) time. We formalise the low memory CONGEST model setting used in previous low memory algorithms (e.g.[24]); nodes' working memory is restricted to be much smaller (in our case, O(log n)) than the numbers of their neighbours to whom they communicate through their I/O ports. We expand the model to allow for non-contiguous ports (e.g. empty ports or neighbours unmarked or lost in dynamic settings) and adversarial order of inputs from neighbours. Besides the Wills, we set up the tree structures and traversals for the routing scheme using only O(log n) memory and O(D) parallel time, where D is the diameter. Thus, we devise the first self-healing compact routing algorithm that can be fully set up and executed in low memory.
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低内存自修复树中的完全紧凑路由
论文(自修复树中的紧凑路由消息,TCS 2017)介绍了CompactFTZ,这是第一个自修复紧凑路由算法,它在分布式网络中工作,每个节点仅使用O(log n)个单词(即O(log2 n)位)内存,因此有O(log n)个大小的消息。路由在自修复树上分别只使用O(1)和O(log n)个单词的路由表和数据包标签,在面对强大的对手删除节点时,也只使用O(1)个单词修复网络。这种确定性算法在预处理阶段设置其数据结构,然后在算法执行期间,每个修复轮仅在O(1)个并行时间内更新所需的数据结构。然而,CompactFTZ在其预处理阶段没有限制,可以在分布式大内存中完成,甚至可以集中完成。在本文中,我们通过在最佳时间内仅使用O(log n)个单词的存储器以完全分布式的方式开发CompactFTZ预处理算法来纠正这一问题。事实上,自我修复树(宽恕树)组件的预处理只占用0(1)内存。我们开发了一个局部函数,每个节点调用它来立即计算,然后在0(1)时间内传递它的修复指令(称为它的意志)。我们形式化了以前的低内存算法中使用的低内存拥塞模型设置(例如[24]);节点的工作内存被限制为比它们通过I/O端口与之通信的邻居的数量要小得多(在我们的例子中是O(log n))。我们扩展模型以允许非连续端口(例如空端口或未标记或在动态设置中丢失的邻居)和来自邻居的对抗性输入顺序。除了遗嘱之外,我们还为路由方案建立了树结构和遍历,仅使用O(log n)内存和O(D)并行时间,其中D是直径。因此,我们设计了第一个可以在低内存中完全设置和执行的自修复紧凑路由算法。
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