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Sublinear Algorithms for Modern Data Analysis

Objectif

Designing efficient algorithms for fundamental computational tasks as well as understanding the limits of tractability has been the goal of computer science since its inception. Polynomial runtime has been the de facto notion of efficiency since the introduction of the notion of NP-completeness. As the sizes of modern datasets grow, however, many classical polynomial time (and sometimes even linear time) solutions become prohibitively expensive. This calls for sublinear algorithms, i.e. algorithms whose resource requirements are substantially smaller than the size of the input that they operate on.

We propose to design a toolbox of powerful algorithmic techniques with sublinear resource requirements that will form the theoretical foundation of large data analysis, as well as develop a nuanced runtime, space and communication complexity theory to show optimality of our algorithms. Specifically, we propose to:

1. design an algorithmic toolkit for sublinear graph processing that will form the basis of large scale graph analytics;
2. design a new generation of sublinear algorithms for signal processing that will become the method of choice for a wide range of applications;
3. develop a far-reaching set of techniques for lower bounding runtime, space and communication complexity of sublinear algorithms.

The problems that we propose to solve are among the most fundamental algorithmic questions on the forefront of the rapidly developing algorithmic theory of large data analysis, which has been the focus of an extensive body of work in the research community. The algorithms and complexity theoretic results that we propose to design will cut at the core of fundamental computational problems and form the theoretical foundation of computing with constrained resources.

Mots‑clés

Régime de financement

ERC-STG - Starting Grant

Institution d’accueil

ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE
Contribution nette de l'UE
€ 1 473 175,00
Adresse
BATIMENT CE 3316 STATION 1
1015 Lausanne
Suisse

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Région
Schweiz/Suisse/Svizzera Région lémanique Vaud
Type d’activité
Higher or Secondary Education Establishments
Liens
Coût total
€ 1 473 175,00

Bénéficiaires (1)