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Machine learning plays a critical role in extracting meaningful information out of the zetabytes of sensor data collected every day. For some applications, the goal is to analyze and understand the data to identify trends (e.g.,…

Computer Vision and Pattern Recognition · Computer Science 2017-10-18 Vivienne Sze , Yu-Hsin Chen , Joel Emer , Amr Suleiman , Zhengdong Zhang

At present moment, there is a great interest in development of information systems operating in cloud infrastructures. Generally, many of tasks remain unresolved such as tasks of optimization of large databases in a hybrid cloud…

Distributed, Parallel, and Cluster Computing · Computer Science 2014-09-17 Evgeniy Pluzhnik , Evgeny Nikulchev , Simon Payain

This paper is a comprehensive survey of the various operating systems available for the Internet of Things environment. At first the paper introduces the various aspects of the operating systems designed for the IoT environment where…

Operating Systems · Computer Science 2015-04-14 Tuhin Borgohain , Uday Kumar , Sugata Sanyal

The challenges involved in executing neural networks (NNs) at the edge include providing diversity, flexibility, and sustainability. That implies, for instance, supporting evolving applications and algorithms energy-efficiently. Using…

Hardware Architecture · Computer Science 2024-06-14 Federico Manca , Francesco Ratto , Francesca Palumbo

Large low-Earth orbit (LEO) satellite networks are being built to provide low-latency broadband Internet access to a global subscriber base. In addition to network transmissions, researchers have proposed embedding compute resources in…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-08-15 Tobias Pfandzelter , David Bermbach

The need for performance measurement tools appeared soon after the emergence of the first Object-Oriented Database Management Systems (OODBMSs), and proved important for both designers and users (Atkinson \& Maier, 1990). Performance…

Databases · Computer Science 2017-01-27 Jerome Darmont

Particle physics has an ambitious and broad experimental programme for the coming decades. This programme requires large investments in detector hardware, either to build new facilities and experiments, or to upgrade existing ones.…

Computational Physics · Physics 2020-02-07 Johannes Albrecht , Antonio Augusto Alves , Guilherme Amadio , Giuseppe Andronico , Nguyen Anh-Ky , Laurent Aphecetche , John Apostolakis , Makoto Asai , Luca Atzori , Marian Babik , Giuseppe Bagliesi , Marilena Bandieramonte , Sunanda Banerjee , Martin Barisits , Lothar A. T. Bauerdick , Stefano Belforte , Douglas Benjamin , Catrin Bernius , Wahid Bhimji , Riccardo Maria Bianchi , Ian Bird , Catherine Biscarat , Jakob Blomer , Kenneth Bloom , Tommaso Boccali , Brian Bockelman , Tomasz Bold , Daniele Bonacorsi , Antonio Boveia , Concezio Bozzi , Marko Bracko , David Britton , Andy Buckley , Predrag Buncic , Paolo Calafiura , Simone Campana , Philippe Canal , Luca Canali , Gianpaolo Carlino , Nuno Castro , Marco Cattaneo , Gianluca Cerminara , Javier Cervantes Villanueva , Philip Chang , John Chapman , Gang Chen , Taylor Childers , Peter Clarke , Marco Clemencic , Eric Cogneras , Jeremy Coles , Ian Collier , David Colling , Gloria Corti , Gabriele Cosmo , Davide Costanzo , Ben Couturier , Kyle Cranmer , Jack Cranshaw , Leonardo Cristella , David Crooks , Sabine Crépé-Renaudin , Robert Currie , Sünje Dallmeier-Tiessen , Kaushik De , Michel De Cian , Albert De Roeck , Antonio Delgado Peris , Frédéric Derue , Alessandro Di Girolamo , Salvatore Di Guida , Gancho Dimitrov , Caterina Doglioni , Andrea Dotti , Dirk Duellmann , Laurent Duflot , Dave Dykstra , Katarzyna Dziedziniewicz-Wojcik , Agnieszka Dziurda , Ulrik Egede , Peter Elmer , Johannes Elmsheuser , V. Daniel Elvira , Giulio Eulisse , Steven Farrell , Torben Ferber , Andrej Filipcic , Ian Fisk , Conor Fitzpatrick , José Flix , Andrea Formica , Alessandra Forti , Giovanni Franzoni , James Frost , Stu Fuess , Frank Gaede , Gerardo Ganis , Robert Gardner , Vincent Garonne , Andreas Gellrich , Krzysztof Genser , Simon George , Frank Geurts , Andrei Gheata , Mihaela Gheata , Francesco Giacomini , Stefano Giagu , Manuel Giffels , Douglas Gingrich , Maria Girone , Vladimir V. Gligorov , Ivan Glushkov , Wesley Gohn , Jose Benito Gonzalez Lopez , Isidro González Caballero , Juan R. González Fernández , Giacomo Govi , Claudio Grandi , Hadrien Grasland , Heather Gray , Lucia Grillo , Wen Guan , Oliver Gutsche , Vardan Gyurjyan , Andrew Hanushevsky , Farah Hariri , Thomas Hartmann , John Harvey , Thomas Hauth , Benedikt Hegner , Beate Heinemann , Lukas Heinrich , Andreas Heiss , José M. Hernández , Michael Hildreth , Mark Hodgkinson , Stefan Hoeche , Burt Holzman , Peter Hristov , Xingtao Huang , Vladimir N. Ivanchenko , Todor Ivanov , Jan Iven , Brij Jashal , Bodhitha Jayatilaka , Roger Jones , Michel Jouvin , Soon Yung Jun , Michael Kagan , Charles William Kalderon , Meghan Kane , Edward Karavakis , Daniel S. Katz , Dorian Kcira , Oliver Keeble , Borut Paul Kersevan , Michael Kirby , Alexei Klimentov , Markus Klute , Ilya Komarov , Dmitri Konstantinov , Patrick Koppenburg , Jim Kowalkowski , Luke Kreczko , Thomas Kuhr , Robert Kutschke , Valentin Kuznetsov , Walter Lampl , Eric Lancon , David Lange , Mario Lassnig , Paul Laycock , Charles Leggett , James Letts , Birgit Lewendel , Teng Li , Guilherme Lima , Jacob Linacre , Tomas Linden , Miron Livny , Giuseppe Lo Presti , Sebastian Lopienski , Peter Love , Adam Lyon , Nicolò Magini , Zachary L. Marshall , Edoardo Martelli , Stewart Martin-Haugh , Pere Mato , Kajari Mazumdar , Thomas McCauley , Josh McFayden , Shawn McKee , Andrew McNab , Rashid Mehdiyev , Helge Meinhard , Dario Menasce , Patricia Mendez Lorenzo , Alaettin Serhan Mete , Michele Michelotto , Jovan Mitrevski , Lorenzo Moneta , Ben Morgan , Richard Mount , Edward Moyse , Sean Murray , Armin Nairz , Mark S. Neubauer , Andrew Norman , Sérgio Novaes , Mihaly Novak , Arantza Oyanguren , Nurcan Ozturk , Andres Pacheco Pages , Michela Paganini , Jerome Pansanel , Vincent R. Pascuzzi , Glenn Patrick , Alex Pearce , Ben Pearson , Kevin Pedro , Gabriel Perdue , Antonio Perez-Calero Yzquierdo , Luca Perrozzi , Troels Petersen , Marko Petric , Andreas Petzold , Jónatan Piedra , Leo Piilonen , Danilo Piparo , Jim Pivarski , Witold Pokorski , Francesco Polci , Karolos Potamianos , Fernanda Psihas , Albert Puig Navarro , Günter Quast , Gerhard Raven , Jürgen Reuter , Alberto Ribon , Lorenzo Rinaldi , Martin Ritter , James Robinson , Eduardo Rodrigues , Stefan Roiser , David Rousseau , Gareth Roy , Grigori Rybkine , Andre Sailer , Tai Sakuma , Renato Santana , Andrea Sartirana , Heidi Schellman , Jaroslava Schovancová , Steven Schramm , Markus Schulz , Andrea Sciabà , Sally Seidel , Sezen Sekmen , Cedric Serfon , Horst Severini , Elizabeth Sexton-Kennedy , Michael Seymour , Davide Sgalaberna , Illya Shapoval , Jamie Shiers , Jing-Ge Shiu , Hannah Short , Gian Piero Siroli , Sam Skipsey , Tim Smith , Scott Snyder , Michael D. Sokoloff , Panagiotis Spentzouris , Hartmut Stadie , Giordon Stark , Gordon Stewart , Graeme A. Stewart , Arturo Sánchez , Alberto Sánchez-Hernández , Anyes Taffard , Umberto Tamponi , Jeff Templon , Giacomo Tenaglia , Vakhtang Tsulaia , Christopher Tunnell , Eric Vaandering , Andrea Valassi , Sofia Vallecorsa , Liviu Valsan , Peter Van Gemmeren , Renaud Vernet , Brett Viren , Jean-Roch Vlimant , Christian Voss , Margaret Votava , Carl Vuosalo , Carlos Vázquez Sierra , Romain Wartel , Gordon T. Watts , Torre Wenaus , Sandro Wenzel , Mike Williams , Frank Winklmeier , Christoph Wissing , Frank Wuerthwein , Benjamin Wynne , Zhang Xiaomei , Wei Yang , Efe Yazgan

The Payload Data Handling System (PDHS) of Gaia is a technological challenge, since it will have to process a huge amount of data with limited resources. Its main tasks include the optimal codification of science data, its packetisation and…

Astrophysics · Physics 2007-05-23 Jordi Portell , Xavier Luri , Enrique Garcia-Berro , Enrique M. Geijo

The end of Dennard scaling combined with stagnation in architectural and compiler optimizations makes it challenging to achieve significant performance deltas. Solutions based solely in hardware or software are no longer sufficient to…

The complexity of IoT, owing to the inherent distributed and dynamic nature of such systems, brings more challenges to the software development process. A vast number of devices with different communication protocols and data formats is…

Software Engineering · Computer Science 2024-11-19 Yousef Abuseta

Heterogeneity is the prevalent trend in the rapidly evolving high-performance computing (HPC) landscape in both hardware and application software. The diversity in hardware platforms, currently comprising various accelerators and a future…

Numerical Analysis · Mathematics 2025-07-15 Youngjun Lee , Klaus Weide , Wesley Kwiecinski , Jared O'Neal , Johann Rudi , Anshu Dubey

The advent of experimental science facilities-instruments and observatories, such as the Large Hadron Collider, the Laser Interferometer Gravitational Wave Observatory, and the upcoming Large Synoptic Survey Telescope-has brought about…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-02-12 E. A. Huerta , Roland Haas , Shantenu Jha , Mark Neubauer , Daniel S. Katz

CubeSats are small satellites used for scientific experiments because they cost less than full sized satellites. Each CubeSat uses an on-board computer. The on-board computer performs sensor measurements, data processing, and CubeSat…

Space Physics · Physics 2022-11-07 Brosnan Yuen , Mihai Sima

Object-Oriented Programming (OOP) has become a crucial paradigm for managing the growing complexity of modern software systems, particularly in fields like machine learning, deep learning, large language models (LLM), and data analytics.…

Computation and Language · Computer Science 2025-12-24 Tianyang Wang , Ziqian Bi , Keyu Chen , Jiawei Xu , Qian Niu , Junyu Liu , Benji Peng , Ming Li , Sen Zhang , Xuanhe Pan , Jinlang Wang , Pohsun Feng , Yizhu Wen , Xinyuan Song , Ming Liu

Research software refers to software development tools that accelerate discovery and simplifies access to digital infrastructures. However, although research software platforms can be built increasingly more innovative and powerful than…

Software Engineering · Computer Science 2018-12-27 Doug Mulholland , Paulo Alencar , Donald Cowan

Overheads in Operating System kernel network stacks and sockets have been hindering OSes from managing networking operations efficiently for years. Moreover, when building Remote Procedure Calls over TCP, certain TCP features do not match…

Networking and Internet Architecture · Computer Science 2021-07-06 Ioannis Argyroulis

The Observatory Science Operations (OSO) subsystem of the SKAO consists of a range of complex tools which will be used to propose, design, schedule and execute observations. Bridging the gap between the science and telescope domains is the…

Instrumentation and Methods for Astrophysics · Physics 2024-07-25 Thaddeus Kenny , Stewart J. Williams , Viivi Pursiainen , Elizabeth S. Bartlett , Brendan McCollam , Andrew D. Biggs , Sean Ellis , Rupert Lung

Data warehouse store and provide access to large volume of historical data supporting the strategic decisions of organisations. Data warehouse is based on a multidimensional model which allow to express user's needs for supporting the…

Databases · Computer Science 2012-08-02 Saida Aissi , Mohamed Salah Gouider

Future short or long-term space missions require a new generation of monitoring and diagnostic systems due to communication impasses as well as limitations in specialized crew and equipment. Machine learning supported diagnostic systems…

Machine Learning · Computer Science 2021-06-11 Athanasios Vlontzos , Gabriel Sutherland , Siddha Ganju , Frank Soboczenski

Model-based development and in particular MDA [1], [2] have promised to be especially suited for the development of complex, heterogeneous, and large software systems. However, so far MDA has failed to fulfill this promise to a larger…

Software Engineering · Computer Science 2014-09-24 Christoph Herrmann , Holger Krahn , Bernhard Rumpe , Martin Schindler , Steven Völkel