Search Results - "Distributed Programming"

MASFENON: implementing a multi-agent simulation framework for interconnected networks with distributed programming by Locicero, Giorgio, Maria, Antonio Di, Alaimo, Salvatore, Pulvirenti, Alfredo

“…The complexity of networked systems, particularly interconnected networks, necessitates advanced simulation frameworks to accurately emulate real-world…”
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Distributed programming using role-parametric session types in go: statically-typed endpoint APIs for dynamically-instantiated communication structures by Castro, David, Hu, Raymond, Jongmans, Sung-Shik, Ng, Nicholas, Yoshida, Nobuko

“…This paper presents a framework for the static specification and safe programming of message passing protocols where the number and kinds of participants are…”
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Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources by Banerjee, Roopkatha, Modi, Prince, Vyas, Jinal, Sri Abhijit, Chunduru, Chandrashekar, Tejus, Marisetty, Harsha Varun, Gupta, Manik, Simmhan, Yogesh

“…With the recent improvements in mobile and edge computing and rising concerns of data privacy, Federated Learning (FL) has rapidly gained popularity as a…”
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A Medium-Scale Distributed System for Computer Science Research: Infrastructure for the Long Term by Bal, Henri, Epema, Dick, de Laat, Cees, van Nieuwpoort, Rob, Romein, John, Seinstra, Frank, Snoek, Cees, Wijshoff, Harry

“…The Dutch Advanced School for Computing and Imaging has built five generations of a 200-node distributed system over nearly two decades while remaining aligned…”
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Analyzing students' perceptions to improve the design of an automated assessment tool in online distributed programming by Daradoumis, Thanasis, Marquès Puig, Joan Manuel, Arguedas, Marta, Calvet Liñan, Laura

“…Designing an automated assessment tool in online distributed programming can provide students with a meaningful distributed learning environment that improves…”
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Research on K-means Clustering Algorithm Based on MapReduce Distributed Programming Framework by Zhang, Ling

“…As a classical clustering algorithm, K-means algorithm has a profound research background. In the of big data era, K-means algorithms will play a greater…”
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The eXchange Calculus (XC): A functional programming language design for distributed collective systems by Audrito, Giorgio, Casadei, Roberto, Damiani, Ferruccio, Salvaneschi, Guido, Viroli, Mirko

“…Distributed collective systems are systems formed by homogeneous dynamic collections of devices acting in a shared environment to pursue a joint task or goal…”
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PaRSEC: Exploiting Heterogeneity to Enhance Scalability by Bosilca, George, Bouteiller, Aurelien, Danalis, Anthony, Faverge, Mathieu, Herault, Thomas, Dongarra, Jack J.

“…New high-performance computing system designs with steeply escalating processor and core counts, burgeoning heterogeneity and accelerators, and increasingly…”
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A Survey of Parallel Programming Models and Tools in the Multi and Many-Core Era by Diaz, J., Munoz-Caro, C., Nino, A.

“…In this work, we present a survey of the different parallel programming models and tools available today with special consideration to their suitability for…”
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Type-Safe Dynamic Placement with First-Class Placed Values by Zakhour, George, Weisenburger, Pascal, Salvaneschi, Guido

“…Several distributed programming language solutions have been proposed to reason about the placement of data, computations, and peers interaction. Such…”
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Distributed system development with ScalaLoci by Weisenburger, Pascal, Köhler, Mirko, Salvaneschi, Guido

“…Distributed applications are traditionally developed as separate modules, often in different languages, which react to events, like user input, and in turn…”
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ProbSky: Efficient Computation of Probabilistic Skyline Queries Over Distributed Data by Kuo, Ai-Te, Chen, Haiquan, Tang, Liang, Ku, Wei-Shinn, Qin, Xiao

“…Skyline queries have been widely used in various application domains including multi-criteria decision making, search pruning, and personalized recommendation…”
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A visual programming environment for introducing distributed computing to secondary education by Broll, Brian, Lédeczi, Ákos, Zare, Hamid, Do, Dung Nguyen, Sallai, János, Völgyesi, Péter, Maróti, Miklós, Brown, Lesa, Vanags, Chris

“…The paper introduces a visual programming language and corresponding web and cloud-based development environment called NetsBlox. NetsBlox is an extension of…”
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TARIS: Scalable Incremental Processing of Time-Respecting Algorithms on Streaming Graphs by Bhoot, Ruchi, Ghanmode, Suved Sanjay, Simmhan, Yogesh

“…Temporal graphs change with time and have a lifespan associated with each vertex and edge. These graphs are suitable to process time-respecting algorithms…”
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MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems by Hsia, Samuel, Golden, Alicia, Acun, Bilge, Ardalani, Newsha, DeVito, Zachary, Wei, Gu-Yeon, Brooks, David, Wu, Carole-Jean

“…Training and deploying large-scale machine learning models is time-consuming, requires significant distributed computing infrastructures, and incurs high…”
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A multiparty session typing discipline for fault-tolerant event-driven distributed programming by Viering, Malte, Hu, Raymond, Eugster, Patrick, Ziarek, Lukasz

“…This paper presents a formulation of multiparty session types (MPSTs) for practical fault-tolerant distributed programming. We tackle the challenges faced by…”
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Distributed detection of sequential anomalies in univariate time series by Schneider, Johannes, Wenig, Phillip, Papenbrock, Thorsten

“…The automated detection of sequential anomalies in time series is an essential task for many applications, such as the monitoring of technical systems, fraud…”
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Relax! The Semilenient Core of Choreographic Programming (Functional Pearl) by Plyukhin, Dan, Qin, Xueying, Montesi, Fabrizio

“…The past few years have seen a surge of interest in choreographic programming, a programming paradigm for concurrent and distributed systems. The paradigm…”
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Real-Time Stochastic Optimization of Complex Energy Systems on High-Performance Computers by Petra, Cosmin G., Schenk, Olaf, Anitescu, Mihai

“…A scalable approach computes in operationally-compatible time the energy dispatch under uncertainty for electrical power grid systems of realistic size with…”
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A distributed and energy-efficient KNN for EEG classification with dynamic money-saving policy in heterogeneous clusters by Escobar, Juan José, Rodríguez, Francisco, Prieto, Beatriz, Kimovski, Dragi, Ortiz, Andrés, Damas, Miguel

“…Due to energy consumption’s increasing importance in recent years, energy-time efficiency is a highly relevant objective to address in High-Performance…”
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