2015
Authors
Schiavoni, V; Rivière, E; Sutra, P; Felber, P; Matos, M; Oliveira, R;
Publication
DEBS
Abstract
Systems such as social networks, search engines or trading platforms operate geographically distant sites that continuously generate streams of events at high-rate. Such events can be access logs to web servers, feeds of messages from participants of a social network, or financial data, among others. The ability to timely detect trends and popularity variations is of paramount importance in such systems. In particular, determining what are the most popular events across all sites allows to capture the most relevant information in near real-time and quickly adapt the system to the load. This paper presents TOPiCo, a protocol that computes the most popular events across geo-distributed sites in a low cost, bandwidth-efficient and timely manner. TOPiCo starts by building the set of most popular events locally at each site. Then, it disseminates only events that have a chance to be among the most popular ones across all sites, significantly reducing the required bandwidth. We give a correctness proof of our algorithm and evaluate TOPiCo using a real-world trace of more than 240 million events spread across 32 sites. Our empirical results shows that (i) TOPiCo is timely and cost-efficient for detecting popular events in a large-scale setting, (ii) it adapts dynamically to the distribution of the events, and (iii) our protocol is particularly efficient for skewed distributions.
2015
Authors
Matos, M; Mercier, H; Felber, P; Oliveira, R; Pereira, J;
Publication
PROCEEDINGS OF THE 16TH ANNUAL MIDDLEWARE CONFERENCE
Abstract
The ordering of events is a fundamental problem of distributed computing and has been extensively studied over several decades. From all the available orderings, total ordering is of particular interest as it provides a powerful abstraction for building reliable distributed applications. Unfortunately, deterministic total order algorithms scale poorly and are therefore unfit for modern large-scale applications. The main contribution of this paper is EPTO, a total order algorithm with probabilistic agreement that scales both in the number of processes and events. EPTO provides deterministic safety and probabilistic liveness: integrity, total order and validity are always preserved, while agreement is achieved with arbitrarily high probability. We show that EPTO is well-suited for large-scale dynamic distributed systems: it does not require a global clock nor synchronized processes, and it is highly robust even when the network suffers from large delays and significant churn and message loss.
2015
Authors
Oliveira, R; Coelho, A; Cruz, F; Cruz, C;
Publication
NEUROUROLOGY AND URODYNAMICS
Abstract
2015
Authors
Pedro, AD; Pereira, D; Pinho, LM; Pinto, JS;
Publication
RUNTIME VERIFICATION, RV 2015
Abstract
Temporal logics targeting real-time systems are traditionally undecidable. Based on a restricted fragment of MTL-integral, we propose a new approach for the runtime verification of hard real-time systems. The novelty of our technique is that it is based on incremental evaluation, allowing us to effectively treat duration properties (which play a crucial role in real-time systems). We describe the two levels of operation of our approach: offline simplification by quantifier removal techniques; and online evaluation of a three-valued interpretation for formulas of our fragment. Our experiments show the applicability of this mechanism as well as the validity of the provided complexity results.
2015
Authors
Lourenço, CB; Lamraoui, SM; Nakajima, S; Pinto, JS;
Publication
Electron. Commun. Eur. Assoc. Softw. Sci. Technol.
Abstract
Program verification tools use verification condition generators to produce logical formulas whose validity implies that the program is correct with respect to its specification. Different tools produce different conditions, and the underlying algorithms have not been properly exposed or explored so far. In this paper we consider a simple imperative programming language, extended with assume and assert statements, to present different ways of generating verification conditions. We study the approaches with experimental results originated by verification conditions generated from the intermediate representation of LLVM.
2015
Authors
Matos Pedro, Ad; Pereira, D; Pinho, LM; Pinto, JS;
Publication
SIGBED Rev.
Abstract
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