Despite the importance of providing fluid responsiveness to user requests for interactive
services, such request processing is very resource expensive when dealing with large-scale …

This paper describes a fault-tolerant broadcast algorithm for wormhole-routed torus
networks for which there is only local knowledge of faulty components. This algorithm …

With the development of networked radars and wireless communication technologies,
electromagnetic data is becoming a new type of big data. Compared with other kinds of big …

Benchmarks that closely match the behavior of production workloads are crucial to design
and provision computer systems. However, current approaches fall short: First, open-source …

With the rapid development of artificial intelligence and cloud computing technologies, more
and more workloads embed AI algorithms are deploying on cloud systems. For lack of …

With the continuous development of data collection, network transmission, and data storage,
Big Data are now rapidly expanding in all science and engineering domains. Considering …

This document presents the handbook of BigDataBench (Version 3.1). BigDataBench is an
open-source big data benchmark suite, publicly available from http://prof. ict. ac …

The Latent Dirichlet Allocation (LDA) is one of the most used topic models to discover
complex semantic structure. However, for massive corpora of text LDA can be very slow and …

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This paper proposes three different data generators, tailored to transactional datasets,
based on existing itemset-based generative models. All these generators are intuitive and …