Traditional data lakes provide critical data infrastructure for analytical workloads by enabling
time travel, running SQL queries, ingesting data with ACID transactions, and visualizing …

We propose OPTICS, a middleware that optimizes data transfer between the compute layer
and the shared object storage in today's cloud data processing systems. OPTICS …

CNN-based surrogates have become prevalent in scientific applications to replace
conventional time-consuming physical approaches. Although these surrogates can yield …

We present Exoshuffle-CloudSort, a sorting application running on top of Ray using the
Exoshuffle architecture. Exoshuffle-CloudSort runs on Amazon EC2, with input and output …

Automatic Speech Recognition (ASR) is an essential task in the field of artificial intelligence.
With the widespread application of deep learning (DL), end-to-end ASR systems have …

Dans le domaine de la bioinformatique, des programmes sont conçus afin de permettre et
faciliter la gestion, le traitement, l'analyse et l'interprétation de données biologiques de tout …

Shuffle is the operation of exchanging arbitrary data among a group of servers, and it is a
fundamental communication primitive in distributed computing. In particular, shuffle has …