Concept
Streaming media
Related publications (328)
Gemini: Elastic SNARKs for Diverse Environments
We introduce a new class of succinct arguments, that we call elastic. Elastic SNARKs allow the prover to allocate different resources (such as memory and time) depending on the execution environment and the statement to prove. The resulting output is indep ...
SPRINGER INTERNATIONAL PUBLISHING AG2022Dynamic Personalized Ranking
Personalized ranking methods are at the core of many systems that learn to produce recommendations from user feedbacks. Their primary objective is to identify relevant items from very large vocabularies and to assist users in discovering new content. These ...
EPFL2022Monitoring changes in temporary stream networks during rainfall events
Andrea Rinaldo, Jana Freiin von Freyberg, Izabela Bujak-Ozga, Ilja van Meerveld
Stream networks are important flow pathways along which water transports solutes, sediments and affects living communities. Field observations in headwater catchments have shown that the networks of actively flowing channels are not static, but rather expa ...
2022Dalton: Learned Partitioning for Distributed Data Streams
Anastasia Ailamaki, Eleni Zapridou, Ioannis Mytilinis
To sustain the input rate of high-throughput streams, modern stream processing systems rely on parallel execution. However, skewed data yield imbalanced load assignments and create stragglers that hinder scalability. Deciding on a static partitioning for a ...
2022Learnable filter-banks for CNN-based audio applications
Nicolas Aspert, Benjamin Ricaud, Helena Peic Tukuljac, Laurent Colbois
We investigate the design of a convolutional layer where kernels are parameterized functions. This layer aims at being the input layer of convolutional neural networks for audio applications or applications involving time-series. The kernels are defined as ...
2022Decentralized Semi-supervised Learning over Multitask Graphs
Ali H. Sayed, Roula Nassif, Elsa Rizk
In network semi-supervised learning problems, only a subset of the network nodes is able to access the data labeling. This paper formulates a decentralized optimization problem where agents have individual decision rules to estimate, subject to the conditi ...
IEEE2022Fair Incentivization of Bandwidth Sharing in Decentralized Storage Networks
Verónica del Carmen Estrada Galiñanes
Peer-to-peer (p2p) networks are not independent of their peers, and the network efficiency depends on peers contributing resources. Because shared resources are not free, this contribution must be rewarded. Peers across the network may share computation po ...
IEEE COMPUTER SOC2022Recommendation on Live-Streaming Platforms: Dynamic Availability and Repeat Consumption
Live-streaming platforms broadcast user-generated video in real-time. Recommendation on these platforms shares similarities with traditional settings, such as a large volume of heterogeneous content and highly skewed interaction distributions. However, sev ...
ASSOC COMPUTING MACHINERY2021An Introduction to MPEG-G: The First Open ISO/IEC Standard for the Compression and Exchange of Genomic Sequencing Data
The development and progress of high-throughput sequencing technologies have transformed the sequencing of DNA from a scientific research challenge to practice. With the release of the latest generation of sequencing machines, the cost of sequencing a whol ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2021The Metabolic Regimes at the Scale of an Entire Stream Network Unveiled Through Sensor Data and Machine Learning
Tom Ian Battin, Enrico Bertuzzo, Pier Luigi Segatto
Streams and rivers form dense networks that drain the terrestrial landscape and are relevant for biodiversity dynamics, ecosystem functioning, and transport and transformation of carbon. Yet, resolving in both space and time gross primary production (GPP), ...
2021