Search Results - "Carra, Damiano"

Cache-Based Multi-Query Optimization for Data-Intensive Scalable Computing Frameworks by Michiardi, Pietro, Carra, Damiano, Migliorini, Sara

“…In modern large-scale distributed systems, analytics jobs submitted by various users often share similar work, for example scanning and processing the same…”
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Dynamic Job and Conveyor-Based Transport Joint Scheduling in Flexible Manufacturing Systems by Gaiardelli, Sebastiano, Carra, Damiano, Spellini, Stefano, Fummi, Franco

“…Efficiently managing resource utilization is critical in manufacturing systems to optimize production efficiency, especially in dynamic environments where jobs…”
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Memory Partitioning and Management in Memcached by Carra, Damiano, Michiardi, Pietro

“…Memcached is a popular component of modern Web architectures, which allows fast response times–a fundamental performance index for measuring the Quality of…”
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CoPart: a context-based partitioning technique for big data by Migliorini, Sara, Belussi, Alberto, Quintarelli, Elisa, Carra, Damiano

“…The MapReduce programming paradigm is frequently used in order to process and analyse a huge amount of data. This paradigm relies on the ability to apply the…”
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Cache policies for linear utility maximization by Neglia, Giovanni, Carra, Damiano, Michiardi, Pietro

“…Cache policies to minimize the content retrieval cost have been studied through competitive analysis when the miss costs are additive and the sequence of…”
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Enhancing Safety and Privacy in Industry 4.0: The ICE Laboratory Case Study by Cunico, Federico, Aldegheri, Stefano, Avogaro, Andrea, Boldo, Michele, Bombieri, Nicola, Capogrosso, Luigi, Caputo, Ariel, Carra, Damiano, Centomo, Stefano, Cheng, Dong Seon, Cinquetti, Ettore, Cristani, Marco, Marchi, Mirco De, Demrozi, Florenc, Emporio, Marco, Fummi, Franco, Geretti, Luca, Germiniani, Samuele, Giachetti, Andrea, Girella, Federico, Martini, Enrico, Menegaz, Gloria, Muijs, Niek, Paci, Federica, Panato, Marco, Pravadelli, Graziano, Quintarelli, Elisa, Siviero, Ilaria, Storti, Silvia Francesca, Tadiello, Carlo, Turetta, Cristian, Villa, Tiziano, Zannone, Nicola, Quaglia, Davide

“…The revolutionary technologies behind Industry 4.0 have opened a new era for manufacturing: connected and autonomous machines, collaborative robotics, and…”
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Elastic Provisioning of Cloud Caches: A Cost-Aware TTL Approach by Carra, Damiano, Neglia, Giovanni, Michiardi, Pietro

“…We consider elastic resource provisioning in the cloud, focusing on in-memory key-value stores used as caches. Our goal is to dynamically scale resources to…”
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Cache Policies for Linear Utility Maximization by Neglia, Giovanni, Carra, Damiano, Michiardi, Pietro

“…Cache policies to minimize the content retrieval cost have been studied through competitive analysis when the miss costs are additive and the sequence of…”
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Sequence recommendations for groups: A dynamic approach to balance preferences by Migliorini, Sara, Quintarelli, Elisa, Gambini, Mauro, Belussi, Alberto, Carra, Damiano

“…We are living in the age of recommendations: it has been estimated that two-thirds of the films viewed on Netflix come from recommendations while the 35% of…”
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Distributing Tourists among POIs with an Adaptive Trip Recommendation System by Migliorini, Sara, Carra, Damiano, Belussi, Alberto

“…Traveling is part of many people leisure activities and an increasing fraction of the economy comes from the tourism. Given a destination, the information…”
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Ascent Similarity Caching With Approximate Indexes by Salem, Tareq Si, Neglia, Giovanni, Carra, Damiano

“…Similarity search is a key operation in multimedia retrieval systems and recommender systems, and it will play an important role also for future machine…”
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PSBS: Practical Size-Based Scheduling by DellAmico, Matteo, Carra, Damiano, Michiardi, Pietro

“…Size-based schedulers have very desirable performance properties: optimal or near-optimal response time can be coupled with strong fairness. Despite this,…”
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Memory partitioning in Memcached: An experimental performance analysis by Carra, Damiano, Michiardi, Pietro

“…Memcached is a popular component of modern Web architectures, which allows fast response times - a fundamental performance index for measuring the Quality of…”
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A Flexible Heuristic to Schedule Distributed Analytic Applications in Compute Clusters by Pace, Francesco, Venzano, Daniele, Carra, Damiano, Michiardi, Pietro

“…This work addresses the problem of scheduling user-defined analytic applications, which we define as high-level compositions of frameworks, their components,…”
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Controlling the Delay of Small Flows in Datacenters by Carra, Damiano

“…As data centers grow in size, the communication between servers has emerged as a major bottleneck. Studies have shown that data center workloads are highly…”
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HFSP: Bringing Size-Based Scheduling To Hadoop by Pastorelli, Mario, Carra, Damiano, DellAmico, Matteo, Michiardi, Pietro

“…Size-based scheduling with aging has been recognized as an effective approach to guarantee fairness and near-optimal system response times. We present HFSP, a…”
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TTL-based Cloud Caches by Carra, Damiano, Neglia, Giovanni, Michiardi, Pietro

“…We consider in-memory key-value stores used as caches, and their elastic provisioning in the cloud. The cost associated to such caches not only includes the…”
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On the Impact of Transport Times in Flexible Job Shop Scheduling Problems by Gaiardelli, Sebastiano, Carra, Damiano, Spellini, Stefano, Fummi, Franco

“…Manufacturing systems require a careful scheduling of the resource usage to maximize the production efficiency. In a completely automated environment, the…”
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I-SPLIT: Deep Network Interpretability for Split Computing by Cunico, Federico, Capogrosso, Luigi, Setti, Francesco, Carra, Damiano, Fummi, Franco, Cristani, Marco

“…This work makes a substantial step in the field of split computing, i.e., how to split a deep neural network to host its early part on an embedded device and…”
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Peer-assisted content distribution on a budget by Michiardi, Pietro, Carra, Damiano, Albanese, Francesco, Bestavros, Azer

“…In this paper, we propose a general framework and present a prototype implementation of peer-assisted content delivery application. Our system – called Cyclops…”
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