6481763
Decision optimal early-stopping k-set agreement in synchronous systems prone to send omission failures
The k-set agreement problem is a generalization of the consensus problem: each process proposes a value, and each non-faulty process has to decide a value such that a decided value is a proposed value, and no more than k different values are decided. This paper focuses on the k-set agreement problem in the context of synchronous systems where up to t < n processes can experience crash or send omission failures (n being the total number of processes). The paper presents a k-set agreement protocol for this failure model (the first to our knowledge) which has two main outstanding features. (1) It provides the following early deciding and stopping property: no process decides or halts after the round min(/spl lfloor/f/k/spl rfloor/ + 2, /spl lfloor/t/k/spl rfloor/ + 1) where f is the number of actual crashes (0 /spl les/ f /spl les/ t). (2) It is decision-optimal. This new optimality criterion, suited to the omission failure model, concerns the number of processes that decide, namely, the protocol forces all the processes that do not crash to decide (regardless of whether they commit omission faults or not). It is noteworthy that each of these properties (early deciding/stopping vs decision-optimality) is not obtained at the detriment of the other. Last but not least, the protocol enjoys another first-class property, namely, simplicity.
35647117
Early-Stopping k-Set Agreement in Synchronous Systems Prone to Any Number of Process Crashes
The k-set agreement problem is a generalization of the consensus problem: each process proposes a value, and each non-faulty process has to decide a value such that a decided value is a proposed value, and no more than k different values are decided.

This paper presents a surprisingly simple protocol that solves the k-set agreement problem in synchronous systems prone to up to t<n processes can crash (where n is the total number of processes). The proposed protocol is the first early stopping k-set agreement protocol that does not impose a constraint on t. It allows the processes to decide and stop by min $(\lfloor f/k \rfloor +2,\lfloor t/k \rfloor+1)$ rounds where f is the number of actual crashes (0≤ f ≤ t). In addition to its conceptual simplicity, the protocol has an additional noteworthy feature, namely, it is particularly efficient in common case scenarios. This comes from the fact that it is based on a mechanism that allows the processes to take into account the actual pattern of failures and not only their number, thereby allowing the processes to decide in much less than ${\lfloor f/k \rfloor +2}$ coding from an InlineMediaObject here! rounds in a lot of cases.
38731127
The Synchronous Condition-Based Consensus Hierarchy
In the context of a system made up of n processes where at most t can crash, the condition-based approach studies restrictions on the inputs of a distributed problem, called conditions, that make it solvable, or easier to solve (in case it is solvable without restricting its inputs). Previous work studied conditions for consensus and other agreement problems, mostly for asynchronous systems. This paper considers the condition-based approach for consensus in synchronous systems, and establishes a bridge between the asynchronous and synchronous models, with a hierarchy \( {\cal S}_t^{[-t]}\subset\cdots\subset {\cal S}_t^{[0]}\subset\cdots\subset {\cal S}_t^{[t]} \) where \({\cal S}_t^{[t]}\) includes all conditions (and in particular the trivial one made up of all possible input vectors). For a condition \(C \in{\cal S}_t^{[d]}\), –t ≤ d ≤ t, we have:
17868570
Condition-Based Protocols for Set Agreement Problems
A condition C is a set of input vectors to a problem. A class of conditions that allow to solve k-set agreement in spite of f crashes in an asynchronous system is identified. A k-set agreement protocol that is always safe is described: it is guaranteed to terminate when the input vector belongs to C and it always decides on at most k different values, even if the input vector does not belong to C. While there are simple solutions when f < k, it is known that the k-set agreement problem has no solution when f ? k. Thus, the paper identifies classes of conditions that allow to solve this problem even when f ? k. The paper gives evidence that these are the only conditions that allow to solve set agreement, by proving the wait-free case. Two natural concrete conditions that belong to such a class are described. Finally, a more efficient k-set agreement protocol with only linear complexity (does not use snapshots), for any C that allows to solve consensus, when k ? f/(n - f) + 1 is presented. This shows how to trade fault-tolerance for agreement precision using the condition based approach.
6896229
The Power and Limit of Adding Synchronization Messages for Synchronous Agreement
This paper investigates the use of additional synchronization messages in round-based message-passing synchronous systems. It first presents a synchronous computation model allowing a process to send such messages. The difference with respect to the traditional round-based synchronous model lies in the sending phase, where a process can first send a data message to each other process, and then, without a break, a synchronization message (their sendings can be pipelined). This model is suited to the class of local area networks where communication channels are reliable. (It is not for networks where unreliable communication requires message retransmission.) To illustrate the model, the paper presents a uniform consensus algorithm suited to this model. This algorithm, based on the rotating coordinator paradigm, allows the processes to decide in at most f + 1 rounds where f is the actual number of processes that crash in the corresponding run. (This improves the f + 2 lower bound of the traditional synchronous model.) In addition to its efficiency, the algorithm enjoys another first class property, namely, design simplicity. The paper focuses also on lower bound results, and shows that any uniform consensus algorithm designed for the proposed model, requires at least f + 1 rounds in the worst case. The proposed algorithm is consequently optimal. In that sense the paper has to be seen as an investigation of both the power and the limit of adding synchronization messages to synchronous systems built on top of local networks with reliable communication
7695617
A Hierarchy of Conditions for Asynchronous Interactive Consistency
The condition based approach consists in identifying sets of input vectors, called conditions, for which it is possible to design a protocol solving a distributed computing problem despite failures. In a recent work we have applied the condition based approach to the interactive consistency (IC) problem (the agreement problem where the processes have to agree on the vector of proposed values), and provided a characterization of the conditions that allow us to solve it in presence of up to f c process crashes and f e erroneous proposals. We have shown that these conditions correspond exactly to error correcting codes, where the errors can be erasures or modified values. Here, we investigate this set of conditions from a complexity perspective, and show that it actually consists of a hierarchy of classes of conditions, \(\mathcal{E}^{[\delta]}_{f_c,f_e}\), where δ is the degree of the condition (0 ≤ δ ≤ f c ), each class being contained in the previous one (intuitively, the value f c -δ represents the “difficulty” of a class).
28621306
Early Stopping in Global Data Computation
The Global Data Computation problem consists of providing each process with the same vector (with one entry per process) such that each entry is filled by a value provided by the corresponding process. This paper presents a protocol that solves this problem in an asynchronous distributed system where processes can crash, but equipped with a perfect failure detector. This protocol requires that processes execute asynchronous computation rounds. The number of rounds is upper bounded by min(f+2, t+1, n), where n, t, and f represent the total number of processes, the maximum number of processes that can crash, and the number of processes that actually crash, respectively. This value is a lower bound for the number of rounds when t<n-1. To our knowledge, this protocol is the first to achieve this lower bound. Interestingly, this protocol meets the same lower bound as the one required in synchronous systems.
14083759
Efficient Causality-Tracking Timestamping
Vector clocks are the appropriate mechanism used to track causality among the events produced by a distributed computation. Traditional implementations of vector clocks require application messages to piggyback a vector of n integers (where n is the number of processes). This paper investigates the tracking of the causality relation on a subset of events (namely, the events that are defined as "relevant" from the application point of view) in a context where communication channels are not required to be FIFO, and where there is no a priori information on the connectivity of the communication graph or the communication pattern. More specifically, the paper proposes a suite of simple and efficient implementations of vector clocks that address the reduction of the size of message timestamps, i.e., they do their best to have message timestamps whose size is less than n. The relevance of such a suite of protocols is twofold. From a practical side, it constitutes the core of an adaptive timestamping software layer that can used by underlying applications. From a theoretical side, it provides a comprehensive view that helps better understand distributed causality-tracking mechanisms.
2957922
Simple and efficient oracle-based consensus protocols for asynchronous Byzantine systems
This paper is on the consensus problem in asynchronous distributed systems where (up to f) processes (among n) can exhibit a Byzantine behavior, i.e., can deviate arbitrarily from their specification. A way to solve the consensus problem in such a context consists of enriching the system with additional oracles that are powerful enough to cope with the uncertainty and unpredictability created by the combined effect of Byzantine behavior and asynchrony. Considering two types of such oracles, namely, an oracle that provides processes with random values, and a failure detector oracle, the paper presents two families of Byzantine asynchronous consensus protocols. Two of these protocols are particularly noteworthy: they allow the processes to decide in one communication step in favorable circumstances. The first is a randomized protocol that assumes n > 5f. The second one is a failure detector-based protocol that assumes n > 6f. These protocols are designed to be particularly simple and efficient in terms of communication steps, the number of messages they generate in each step, and the size of messages. So, although they are not optimal in the number of Byzantine processes that can be tolerated, they are particularly efficient when we consider the number of communication steps they require to decide, and the number and size of the messages they use. In that sense, they are practically appealing.