Patrizio Dazzi
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- Patrizio Dazzi (45)
- Emanuele Carlini (22)
- M. Mordacchini (14)
- Massimo Coppola (12)
- Laura Ricci (9)
- Konstantinos I Tserpes (6)
- Luca Ferrucci (6)
- Alessandro Lulli (5)
- Marco Danelutto (5)
- Ranieri Baraglia (5)
- Gaetano F Anastasi (4)
- Hanna Kavalionak (4)
- Antonios Makris (3)
- Gabriele Mencagli (3)
- Alberto Gotta (2)
- Claudio Lucchese (2)
- Davide Bacciu (2)
- Gabriele Capannini (2)
- Giancarlo Pagano (2)
- Lorenzo Blasi (2)
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Proceedings/Book Names
- FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge (6)
- FRAME '23: Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge (4)
- FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge (3)
- CIT '10: Proceedings of the 2010 10th IEEE International Conference on Computer and Information Technology (2)
- FRAME '24: Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge (2)
- UCC '23: Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing (2)
- CIT '11: Proceedings of the 2011 IEEE 11th International Conference on Computer and Information Technology (1)
- CLOUD '14: Proceedings of the 2014 IEEE International Conference on Cloud Computing (1)
- Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops (1)
- Economics of Grids, Clouds, Systems, and Services (1)
- Euro-Par'11: Proceedings of the 2011 international conference on Parallel Processing (1)
- IC2E '14: Proceedings of the 2014 IEEE International Conference on Cloud Engineering (1)
- ICCS'06: Proceedings of the 6th international conference on Computational Science - Volume Part II (1)
- Middleware '18: Proceedings of the 19th International Middleware Conference (1)
- NEW2AN'11/ruSMART'11: Proceedings of the 11th international conference and 4th international conference on Smart spaces and next generation wired/wireless networking (1)
- ORMaCloud '13: Proceedings of the first ACM workshop on Optimization techniques for resources management in clouds (1)
- PDP '08: Proceedings of the 16th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP 2008) (1)
- SAC '16: Proceedings of the 31st Annual ACM Symposium on Applied Computing (1)
- SASO '14: Proceedings of the 2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems (1)
- WRASQ '07: Proceedings of the 2007 workshop on Automating service quality: Held at the International Conference on Automated Software Engineering (ASE) (1)
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- research-articleOpen Access
Springald : GPU-Accelerated Window-Based Aggregates Over Out-of-Order Data Streams- Gabriele Mencagli
Department of Computer Science, University of Pisa, Pisa, Italy
, - Patrizio Dazzi
Department of Computer Science, University of Pisa, Pisa, Italy
, - Massimo Coppola
ISTI-CNR, Pisa, Italy
IEEE Transactions on Parallel and Distributed Systems, Volume 35, Issue 9•Sept. 2024, pp 1657-1671 • https://doi.org/10.1109/TPDS.2024.3431611An increasing number of application domains require high-throughput processing to extract insights from massive data streams. The Data Stream Processing (DSP) paradigm provides formal approaches to analyze structured data streams considered as special, ...
- 0Citation
MetricsTotal Citations0
- Gabriele Mencagli
- research-article
Pro-active component image placement in Edge computing environments
- Antonios Makris
Department of Informatics and Telematics, Harokopio University of Athens, Athens, Greece
, - Evangelos Psomakelis
Department of Informatics and Telematics, Harokopio University of Athens, Athens, Greece
, - Emanuele Carlini
Institute of Information Science and Technologies, National Research Council (CNR), Pisa, Italy
, - Matteo Mordacchini
Institute of Informatics and Telematics, National Research Council (CNR), Pisa, Italy
, - Theodoros Theodoropoulos
Department of Informatics and Telematics, Harokopio University of Athens, Athens, Greece
, - Patrizio Dazzi
Department of Computer Science, University of Pisa, Pisa, Italy
, - Konstantinos Tserpes
Department of Informatics and Telematics, Harokopio University of Athens, Athens, Greece
Future Generation Computer Systems, Volume 157, Issue C•Aug 2024, pp 344-359 • https://doi.org/10.1016/j.future.2024.04.007AbstractEdge computing has attracted a lot of attention both from industry and academia in recent years and is considered as a key enabler for addressing the increasingly strict requirements of Next Generation applications. Contrary to Cloud computing, ...
Highlights- Modeling the problem of proactive placement of application images in Edge as a Minimum Vertex Cover problem
- Empirical experimental analysis to compare the efficacy of different placement strategies and edge communication networks
- ...
- 0Citation
MetricsTotal Citations0
- Antonios Makris
- research-articleOpen AccessPublished By ACMPublished By ACM
Optimizing Resource Allocation in the Edge: A Minimum Weighted Vertex Cover Approach
- Antonios Makris
Harokopio University of Athens & National Technical University of Athens, Athens, Greece
, - Emmanouil Maragkoudakis
Harokopio University of Athens, Athens, Greece
, - Ioannis Kontopoulos
Harokopio University of Athens & National Technical University of Athens, Athens, Greece
, - Theodoros Theodoropoulos
Harokopio University of Athens & National Technical University of Athens, Athens, Greece
, - Ioannis Korontanis
Harokopio University of Athens & National Technical University of Athens, Athens, Greece
, - Emanuele Carlini
Institute of Information Science and Technologies, National Research Council, Pisa, Italy
, - Matteo Mordacchini
Institute of Information Science and Technologies, National Research Council, Pisa, Italy
, - Patrizio Dazzi
University of Pisa, Italy, Pisa, Italy
, - Theodora Varvarigou
National Technical University of Athens, Athens, Greece
FRAME '24: Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge•June 2024, pp 15-22• https://doi.org/10.1145/3659994.3660316The transition from Cloud Computing to a Cloud-Edge continuum introduces novel opportunities and challenges for data-intensive and interactive Next Generation applications. Strategies that were effective in the Cloud environment now necessitate ...
- 0Citation
- 132
- Downloads
MetricsTotal Citations0Total Downloads132Last 12 Months132Last 6 weeks24
- Antonios Makris
- research-articleOpen AccessPublished By ACMPublished By ACM
Urgent Edge Computing
- Patrizio Dazzi
Department of Computer Science, University of Pisa, Pisa, PI, Italy
, - Luca Ferrucci
Department of Computer Science, University of Pisa, Pisa, PI, Italy
, - Marco Danelutto
Department of Computer Science, University of Pisa, Pisa, PI, Italy
, - Konstantinos Tserpes
Department of Informatics and Telematics and School of Electrical and Computer Engineering, Harokopio University of Athens and National Technical University of Athens, Athens, Attika, Greece
, - Antonios Makris
Department of Informatics and Telematics and School of Electrical and Computer Engineering, Harokopio University of Athens and National Technical University of Athens, Athens, Attika, Greece
, - Theodoros Theodoropoulos
Department of Informatics and Telematics and School of Electrical and Computer Engineering, Harokopio University of Athens and National Technical University of Athens, Athens, Attika, Greece
, - Jacopo Massa
Department of Computer Science and Institute of Information Science and Technologies, University of Pisa and National Research Council of Italy, Pisa, PI, Italy
, - Emanuele Carlini
Institute of Information Science and Technologies, National Research Council of Italy, Pisa, PI, Italy
, - Matteo Mordacchini
Institute of Informatics and Telematics, National Research Council of Italy, Pisa, PI, Italy
FRAME '24: Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge•June 2024, pp 7-14• https://doi.org/10.1145/3659994.3660315This position paper introduces Urgent Edge Computing (UEC) as a paradigm shift addressing the evolving demands of time-sensitive applications in distributed edge environments, in time-critical scenarios. With a focus on ultra-low latency, availability, ...
- 2Citation
- 307
- Downloads
MetricsTotal Citations2Total Downloads307Last 12 Months307Last 6 weeks38
- Patrizio Dazzi
- research-articleOpen Access
Double Deep Q-Learning-Based Path Selection and Service Placement for Latency-Sensitive Beyond 5G Applications
- Masoud Shokrnezhad
Oulu University, Oulu, Finland
, - Tarik Taleb
Oulu University, Oulu, Finland
, - Patrizio Dazzi
University of Pisa, Pisa, Italy
IEEE Transactions on Mobile Computing, Volume 23, Issue 5•May 2024, pp 5097-5110 • https://doi.org/10.1109/TMC.2023.3301506Nowadays, as the need for capacity continues to grow, entirely novel services are emerging. A solid cloud-network integrated infrastructure is necessary to supply these services in a real-time responsive, and scalable way. Due to their diverse ...
- 0Citation
MetricsTotal Citations0
- Masoud Shokrnezhad
- research-articleOpen AccessPublished By ACMPublished By ACM
StarFlow: fine-grained execution of workflows in Hybrid Cloud HPC for data stream applications
- Luca Ferrucci
University of Pisa, Pisa, IT
, - Marco Danelutto
University of Pisa, Pisa, IT
, - Patrizio Dazzi
University of Pisa, Pisa, IT
UCC '23: Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing•December 2023, Article No.: 64, pp 1-2• https://doi.org/10.1145/3603166.3632237Nowadays we are witnessing the diffusion of the Function-as-a-service paradigm, that has emerged due to its ability to deploy fine-grained units of computation on heterogeneous resources on-demand, reducing costs and improving resource utilization. In ...
- 0Citation
- 113
- Downloads
MetricsTotal Citations0Total Downloads113Last 12 Months113Last 6 weeks13
- Luca Ferrucci
- research-articleOpen AccessPublished By ACMPublished By ACM
Towards declarative intent processing and conflict resolution in IBN
- Jacopo Massa
Department of Computer Science, University of Pisa, Pisa, Italy
, - Stefano Forti
Department of Computer Science, University of Pisa, Pisa, Italy
, - Federica Paganelli
Department of Computer Science, University of Pisa, Pisa, Italy
, - Patrizio Dazzi
Department of Computer Science, University of Pisa, Pisa, Italy
, - Antonio Brogi
Department of Computer Science, University of Pisa, Pisa, Italy
UCC '23: Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing•December 2023, Article No.: 63, pp 1-2• https://doi.org/10.1145/3603166.3632236Intent-based networking aims at achieving automated network management by allowing users to express desired outcomes rather than manually configure network resources. In this poster paper, by means of an example, we illustrate our proposal for a ...
- 0Citation
- 116
- Downloads
MetricsTotal Citations0Total Downloads116Last 12 Months116Last 6 weeks16
- Jacopo Massa
- short-paperOpen AccessPublished By ACMPublished By ACM
DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge
- Emanuele Carlini
National Research Council, Pisa, Italy
, - Massimo Coppola
National Research Council, Pisa, Italy
, - Patrizio Dazzi
University of Pisa, Pisa, Italy
, - Luca Ferrucci
University of Pisa, Pisa, Italy
, - Hanna Kavalionak
National Research Council, Pisa, Italy
, - Matteo Mordacchini
National Research Council, Pisa, Italy
FRAME '23: Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge•August 2023, pp 3-6• https://doi.org/10.1145/3589010.3595652This paper presents a dataset on edge devices and mobility patterns to comprehensively understand user behaviour and devices workload in Edge computing environments. The dataset is built on top of a publicly available dataset of cellular tower locations ...
- 0Citation
- 377
- Downloads
MetricsTotal Citations0Total Downloads377Last 12 Months305Last 6 weeks27
- Emanuele Carlini
- invited-talkPublished By ACMPublished By ACM
An Intelligent Continuum for Intelligent Applications
- Patrizio Dazzi
University of Pisa, Pisa, Italy
FRAME '23: Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge•August 2023, pp 1-2• https://doi.org/10.1145/3589010.3594891The compute continuum is considered to be just an aggregation of computational entities encompassing a diverse array of resources, ranging from public clouds to edge devices. To facilitate the development of next-generation intelligent applications, we ...
- 0Citation
- 48
- Downloads
MetricsTotal Citations0Total Downloads48Last 12 Months13
- Patrizio Dazzi
- short-paperOpen AccessPublished By ACMPublished By ACM
Innovation Potential of the ACCORDION Platform
- Emanuele Carlini
National Research Counci, Pisa, Italy
, - Patrizio Dazzi
University of Pisa, Pisa, Italy
, - Konstantinos Tserpes
Harokopio University of Athens, Kallithea, Greece
, - Lorenzo Blasi
Hewlett Packard Italiana s.r.l., Cernusco su Naviglio, Italy
, - Marco Di Girolamo
Hewlett Packard Italiana s.r.l., Cernusco su Naviglio, Italy
, - Dariusz Dober
BlueSoft sp. z o.o, Warsaw, Poland
FRAME '23: Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge•August 2023, pp 33-35• https://doi.org/10.1145/3589010.3594887The seamless utilization of resources in the cloud-edge spectrum is a key driver for innovation in the ICT sector, as it supports economic growth and strengthens the industry's competitiveness while making next-application services possible with minimal ...
- 0Citation
- 136
- Downloads
MetricsTotal Citations0Total Downloads136Last 12 Months94Last 6 weeks9
- Emanuele Carlini
- short-paperOpen AccessPublished By ACMPublished By ACM
TEACHING: A Computing Toolkit for Building Efficient Autonomous appliCations Leveraging Humanistic INtelliGence
- Davide Bacciu
University of Pisa, Pisa, Italy
, - Konstantinos Tserpes
Harokopio University Athens, Athens, Greece
, - Massimo Coppola
National Research Council of Italy, Pisa, Italy
, - Georg Macher
TU Graz, Graz, Austria
, - Claudio Gallicchio
University of Pisa, Pisa, Italy
, - Omar Veledar
AVL, Graz, Austria
, - Anna Maria Anaxagorou
Information Technology for Market Leadership, Athens, Greece
, - Patrizio Dazzi
University of Pisa, Pisa, Italy
FRAME '23: Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge•August 2023, pp 37-39• https://doi.org/10.1145/3589010.3594886TEACHING proposes a distributed, trustworthy AI integrating continuous human feedback, supporting CPSoS application design and deployment. TEACHING envisions an intelligent environment, empowering humans through cybernetic assistance. It advances ...
- 0Citation
- 185
- Downloads
MetricsTotal Citations0Total Downloads185Last 12 Months125Last 6 weeks16
- Davide Bacciu
- short-paperOpen AccessPublished By ACMPublished By ACM
Network Measurements with Function-as-a-Service for Distributed Low-latency Edge Applications
- Emanuele Carlini
CNR-ISTI, National Research Council, Pisa, Italy
, - Hanna Kavalionak
CNR-ISTI, National Research Council, Pisa, Italy
, - Patrizio Dazzi
University of Pisa, Department of Computer Science, Pisa, Italy
, - Luca Ferrucci
CNR-ISTI, National Research Council, Pisa, Italy
, - Massimo Coppola
CNR-ISTI, National Research Council, Pisa, Italy
, - Matteo Mordacchini
CNR-IIT, National Research Council, Pisa, Italy
FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge•July 2022, pp 25-28• https://doi.org/10.1145/3526059.3533622Edge computing promises to bring computation and storage close to end-users, opening exciting new areas of improvement for applications with a high level of interactivity and requiring low latency. However, these improvements require careful scheduling ...
- 1Citation
- 190
- Downloads
MetricsTotal Citations1Total Downloads190Last 12 Months72Last 6 weeks8
- Emanuele Carlini
- short-paperOpen AccessPublished By ACMPublished By ACM
A Novel Approach to Distributed Model Aggregation using Apache Kafka
- Saira Bano
University of Pisa & ISTI, CNR, Pisa, Italy
, - Emanuele Carlini
ISTI-CNR, Pisa, Italy
, - Pietro Cassara'
ISTI-CNR & CNIT, Pisa, Italy
, - Massimo Coppola
ISTI-CNR, Pisa, Italy
, - Patrizio Dazzi
ISTI-CNR, Pisa, Italy
, - Alberto Gotta
ISTI-CNR & CNIT, Pisa, Italy
FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge•July 2022, pp 33-36• https://doi.org/10.1145/3526059.3533621Multi-Access Edge Computing (MEC) is attracting a lot of interest because it complements cloud-based approaches. Indeed, MEC is opening up in the direction of reducing both interaction delays and data sharing, called Cyber-Physical Systems (CPSs). In ...
- 2Citation
- 220
- Downloads
MetricsTotal Citations2Total Downloads220Last 12 Months108Last 6 weeks12
- Saira Bano
- short-paperOpen AccessPublished By ACMPublished By ACM
A Mathematical Model for Latency Constrained Self-Organizing Application Placement in the Edge
- Matteo Mordacchini
IIT-CNR, Pisa, Italy
, - Emanuele Carlini
ISTI-CNR, Pisa, Italy
, - Patrizio Dazzi
University of Pisa, Pisa, Italy
FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge•July 2022, pp 29-32• https://doi.org/10.1145/3526059.3533620The highly dynamic and heterogeneous environment that characterizes the edge of the Cloud/Edge Continuum calls for new intelligent methods for tackling the needs of such a complex scenario. In particular, adaptive and self-organizing decentralized ...
- 2Citation
- 134
- Downloads
MetricsTotal Citations2Total Downloads134Last 12 Months57Last 6 weeks7
- Matteo Mordacchini
- Article
Self-organizing Energy-Minimization Placement of QoE-Constrained Services at the Edge
- Matteo Mordacchini
IIT-CNR, Pisa, Italy
, - Luca Ferrucci
ISTI-CNR, Pisa, Italy
, - Emanuele Carlini
ISTI-CNR, Pisa, Italy
, - Hanna Kavalionak
ISTI-CNR, Pisa, Italy
, - Massimo Coppola
ISTI-CNR, Pisa, Italy
, - Patrizio Dazzi
ISTI-CNR, Pisa, Italy
Economics of Grids, Clouds, Systems, and Services•September 2021, pp 133-142• https://doi.org/10.1007/978-3-030-92916-9_11AbstractThe wide availability of heterogeneous resources at the Edge of the network is gaining a central role in defining and developing new computing paradigms for both the infrastructures and the applications. However, it becomes challenging to optimize ...
- 1Citation
MetricsTotal Citations1
- Matteo Mordacchini
- Article
Dependable Integration Concepts for Human-Centric AI-Based Systems
- Georg Macher
Graz University of Technology, Graz, Austria
, - Siranush Akarmazyan
Information Technology for Market Leadership, Athens, Greece
, - Eric Armengaud
AVL List GmbH, Graz, Austria
, - Davide Bacciu
University of Pisa, Pisa, Italy
, - Calogero Calandra
Marelli Europe S.p.A, Turin, Italy
, - Herbert Danzinger
AVL List GmbH, Graz, Austria
, - Patrizio Dazzi
Institute of Information Science and Technologies (ISTI), CNR, Pisa, Italy
, - Charalampos Davalas
Harokopio University of Athens, Moschato, Greece
, - Maria Carmela De Gennaro
Marelli Europe S.p.A, Turin, Italy
, - Angela Dimitriou
Information Technology for Market Leadership, Athens, Greece
, - Juergen Dobaj
Graz University of Technology, Graz, Austria
, - Maid Dzambic
Graz University of Technology, Graz, Austria
, - Lorenzo Giraudi
Ideas & Motion, Turin, Italy
, - Sylvain Girbal
Thales Research and Technology, Palaiseau, France
, - Dimitrios Michail
Harokopio University of Athens, Moschato, Greece
, - Roberta Peroglio
Ideas & Motion, Turin, Italy
, - Rosaria Potenza
Marelli Europe S.p.A, Turin, Italy
, - Farank Pourdanesh
Marelli Europe S.p.A, Turin, Italy
, - Matthias Seidl
Graz University of Technology, Graz, Austria
, - Christos Sardianos
Harokopio University of Athens, Moschato, Greece
, - Konstantinos Tserpes
Harokopio University of Athens, Moschato, Greece
, - Jakob Valtl
Infineon Technologies AG, Munich, Germany
, - Iraklis Varlamis
Harokopio University of Athens, Moschato, Greece
, - Omar Veledar
AVL List GmbH, Graz, Austria
Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops•September 2021, pp 11-23• https://doi.org/10.1007/978-3-030-83906-2_1AbstractThe rising demand for adaptive, cloud-based and AI-based systems is calling for an upgrade of the associated dependability concepts. That demands instantiation of dependability-orientated processes and methods to cover the whole life cycle. ...
- 1Citation
MetricsTotal Citations1
- Georg Macher
- short-paperPublished By ACMPublished By ACM
An Osmotic Ecosystem for Data Streaming Applications in Smart Cities
- Emanuele Carlini
CNR-ISTI, National Research Council, Pisa, Italy
, - Lorenzo Carnevale
University of Messina, Messina, Italy
, - Massimo Coppola
CNR-ISTI, National Research Council, Pisa, Italy
, - Patrizio Dazzi
CNR-ISTI, National Research Council, Pisa, Italy
, - Gabriele Mencagli
University of Pisa, Pisa, Italy
, - Domenico Talia
University of Calabria, Rende, Cosenza, Italy
, - Massimo Villari
University of Messina, Messina, Italy
FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge•June 2021, pp 27-31• https://doi.org/10.1145/3452369.3463822Modern multi-tier Cloud-Edge-IoT computational platforms seamlessly map with the distributed and hierarchical nature of smart cities infrastructure. However, classical tools and methodologies to organise data as well as computational and network ...
- 0Citation
- 82
- Downloads
MetricsTotal Citations0Total Downloads82Last 12 Months7
- Emanuele Carlini
- short-paperPublished By ACMPublished By ACM
Collaborative Visual Environments for Evidence Taking in Digital Justice: A Design Concept
- Ugo Erra
University of Basilicata, Potenza, Italy
, - Nicola Capece
University of Basilicata, Potenza, Italy
, - Nicola Lettieri
INAPP/University of Sannio, Benevento, Italy
, - Ernesto Fabiani
INAPP/University of Sannio, Benevento, Italy
, - Francesco Banterle
CNR-ISTI, National Research Council, Pisa, Italy
, - Paolo Cignoni
CNR-ISTI, National Research Council, Pisa, Italy
, - Patrizio Dazzi
CNR-ISTI, National Research Council, Pisa, Italy
, - Jacopo Aleotti
University of Parma, Parma, Italy
, - Riccardo Monica
University of Parma, Parma, Italy
FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge•June 2021, pp 33-37• https://doi.org/10.1145/3452369.3463821In recent years, Spatial Computing (SC) has emerged as a novel paradigm thanks to the advancements in Extended Reality (XR), remote sensing, and artificial intelligence. Computers are nowadays more and more aware of physical environments (i.e. objects ...
- 1Citation
- 80
- Downloads
MetricsTotal Citations1Total Downloads80Last 12 Months17
- Ugo Erra
- short-paperOpen AccessPublished By ACMPublished By ACM
Data Science Workflows for the Cloud/Edge Computing Continuum
- Valerio Grossi
CNR-ISTI, National Research Council, Pisa, Italy
, - Roberto Trasarti
CNR-ISTI, National Research Council, Pisa, Italy
, - Patrizio Dazzi
CNR-ISTI, National Research Council, Pisa, Italy
FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge•June 2021, pp 41-44• https://doi.org/10.1145/3452369.3463820Research infrastructures play a crucial role in the development of data science. In fact, the conjunction of data, infrastructures and analytical methods enable multidisciplinary scientists and innovators to extract knowledge and to make the knowledge ...
- 1Citation
- 257
- Downloads
MetricsTotal Citations1Total Downloads257Last 12 Months84Last 6 weeks11
- Valerio Grossi
- posterPublished By ACMPublished By ACM
Cloud and Data Federation in MobiDataLab
- Emanuele Carlini
CNR-ISTI, National Research Council, Pisa, Italy
, - Patrizio Dazzi
CNR-ISTI, National Research Council, Pisa, Italy
, - Francesco Lettich
CNR-ISTI, National Research Council, Pisa, Italy
, - Raffaele Perego
CNR-ISTI, National Research Council, Pisa, Italy
, - Chiara Renso
CNR-ISTI, National Research Council, Pisa, Italy
FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge•June 2021, pp 39-40• https://doi.org/10.1145/3452369.3463819Today's innovative digital services dealing with the mobility of persons and goods produce huge amount of data. To propose advanced and efficient mobility services, the collection and aggregation of new sources of data from various producers are ...
- 0Citation
- 91
- Downloads
MetricsTotal Citations0Total Downloads91Last 12 Months6
- Emanuele Carlini
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The more conservative the merging algorithms, the more bits of evidence are required before a merge is made, resulting in greater precision but lower recall of works for a given Author Profile. Many bibliographic records have only author initials. Many names lack affiliations. With very common family names, typical in Asia, more liberal algorithms result in mistaken merges.
Automatic normalization of author names is not exact. Hence it is clear that manual intervention based on human knowledge is required to perfect algorithmic results. ACM is meeting this challenge, continuing to work to improve the automated merges by tweaking the weighting of the evidence in light of experience.
- Bibliometrics: In 1926, Alfred Lotka formulated his power law (known as Lotka's Law) describing the frequency of publication by authors in a given field. According to this bibliometric law of scientific productivity, only a very small percentage (~6%) of authors in a field will produce more than 10 articles while the majority (perhaps 60%) will have but a single article published. With ACM's first cut at author name normalization in place, the distribution of our authors with 1, 2, 3..n publications does not match Lotka's Law precisely, but neither is the distribution curve far off. For a definition of ACM's first set of publication statistics, see Bibliometrics
- Future Direction:
The initial release of the Author Edit Screen is open to anyone in the community with an ACM account, but it is limited to personal information. An author's photograph, a Home Page URL, and an email may be added, deleted or edited. Changes are reviewed before they are made available on the live site.
ACM will expand this edit facility to accommodate more types of data and facilitate ease of community participation with appropriate safeguards. In particular, authors or members of the community will be able to indicate works in their profile that do not belong there and merge others that do belong but are currently missing.
A direct search interface for Author Profiles will be built.
An institutional view of works emerging from their faculty and researchers will be provided along with a relevant set of metrics.
It is possible, too, that the Author Profile page may evolve to allow interested authors to upload unpublished professional materials to an area available for search and free educational use, but distinct from the ACM Digital Library proper. It is hard to predict what shape such an area for user-generated content may take, but it carries interesting potential for input from the community.
Bibliometrics
The ACM DL is a comprehensive repository of publications from the entire field of computing.
It is ACM's intention to make the derivation of any publication statistics it generates clear to the user.
- Average citations per article = The total Citation Count divided by the total Publication Count.
- Citation Count = cumulative total number of times all authored works by this author were cited by other works within ACM's bibliographic database. Almost all reference lists in articles published by ACM have been captured. References lists from other publishers are less well-represented in the database. Unresolved references are not included in the Citation Count. The Citation Count is citations TO any type of work, but the references counted are only FROM journal and proceedings articles. Reference lists from books, dissertations, and technical reports have not generally been captured in the database. (Citation Counts for individual works are displayed with the individual record listed on the Author Page.)
- Publication Count = all works of any genre within the universe of ACM's bibliographic database of computing literature of which this person was an author. Works where the person has role as editor, advisor, chair, etc. are listed on the page but are not part of the Publication Count.
- Publication Years = the span from the earliest year of publication on a work by this author to the most recent year of publication of a work by this author captured within the ACM bibliographic database of computing literature (The ACM Guide to Computing Literature, also known as "the Guide".
- Available for download = the total number of works by this author whose full texts may be downloaded from an ACM full-text article server. Downloads from external full-text sources linked to from within the ACM bibliographic space are not counted as 'available for download'.
- Average downloads per article = The total number of cumulative downloads divided by the number of articles (including multimedia objects) available for download from ACM's servers.
- Downloads (cumulative) = The cumulative number of times all works by this author have been downloaded from an ACM full-text article server since the downloads were first counted in May 2003. The counts displayed are updated monthly and are therefore 0-31 days behind the current date. Robotic activity is scrubbed from the download statistics.
- Downloads (12 months) = The cumulative number of times all works by this author have been downloaded from an ACM full-text article server over the last 12-month period for which statistics are available. The counts displayed are usually 1-2 weeks behind the current date. (12-month download counts for individual works are displayed with the individual record.)
- Downloads (6 weeks) = The cumulative number of times all works by this author have been downloaded from an ACM full-text article server over the last 6-week period for which statistics are available. The counts displayed are usually 1-2 weeks behind the current date. (6-week download counts for individual works are displayed with the individual record.)
ACM Author-Izer Service
Summary Description
ACM Author-Izer is a unique service that enables ACM authors to generate and post links on both their homepage and institutional repository for visitors to download the definitive version of their articles from the ACM Digital Library at no charge.
Downloads from these sites are captured in official ACM statistics, improving the accuracy of usage and impact measurements. Consistently linking to definitive version of ACM articles should reduce user confusion over article versioning.
ACM Author-Izer also extends ACM’s reputation as an innovative “Green Path” publisher, making ACM one of the first publishers of scholarly works to offer this model to its authors.
To access ACM Author-Izer, authors need to establish a free ACM web account. Should authors change institutions or sites, they can utilize the new ACM service to disable old links and re-authorize new links for free downloads from a different site.
How ACM Author-Izer Works
Authors may post ACM Author-Izer links in their own bibliographies maintained on their website and their own institution’s repository. The links take visitors to your page directly to the definitive version of individual articles inside the ACM Digital Library to download these articles for free.
The Service can be applied to all the articles you have ever published with ACM.
Depending on your previous activities within the ACM DL, you may need to take up to three steps to use ACM Author-Izer.
For authors who do not have a free ACM Web Account:
- Go to the ACM DL http://dl.acm.org/ and click SIGN UP. Once your account is established, proceed to next step.
For authors who have an ACM web account, but have not edited their ACM Author Profile page:
- Sign in to your ACM web account and go to your Author Profile page. Click "Add personal information" and add photograph, homepage address, etc. Click ADD AUTHOR INFORMATION to submit change. Once you receive email notification that your changes were accepted, you may utilize ACM Author-izer.
For authors who have an account and have already edited their Profile Page:
- Sign in to your ACM web account, go to your Author Profile page in the Digital Library, look for the ACM Author-izer link below each ACM published article, and begin the authorization process. If you have published many ACM articles, you may find a batch Authorization process useful. It is labeled: "Export as: ACM Author-Izer Service"
ACM Author-Izer also provides code snippets for authors to display download and citation statistics for each “authorized” article on their personal pages. Downloads from these pages are captured in official ACM statistics, improving the accuracy of usage and impact measurements. Consistently linking to the definitive version of ACM articles should reduce user confusion over article versioning.
Note: You still retain the right to post your author-prepared preprint versions on your home pages and in your institutional repositories with DOI pointers to the definitive version permanently maintained in the ACM Digital Library. But any download of your preprint versions will not be counted in ACM usage statistics. If you use these AUTHOR-IZER links instead, usage by visitors to your page will be recorded in the ACM Digital Library and displayed on your page.
FAQ
- Q. What is ACM Author-Izer?
A. ACM Author-Izer is a unique, link-based, self-archiving service that enables ACM authors to generate and post links on either their home page or institutional repository for visitors to download the definitive version of their articles for free.
- Q. What articles are eligible for ACM Author-Izer?
- A. ACM Author-Izer can be applied to all the articles authors have ever published with ACM. It is also available to authors who will have articles published in ACM publications in the future.
- Q. Are there any restrictions on authors to use this service?
- A. No. An author does not need to subscribe to the ACM Digital Library nor even be a member of ACM.
- Q. What are the requirements to use this service?
- A. To access ACM Author-Izer, authors need to have a free ACM web account, must have an ACM Author Profile page in the Digital Library, and must take ownership of their Author Profile page.
- Q. What is an ACM Author Profile Page?
- A. The Author Profile Page initially collects all the professional information known about authors from the publications record as known by the ACM Digital Library. The Author Profile Page supplies a quick snapshot of an author's contribution to the field and some rudimentary measures of influence upon it. Over time, the contents of the Author Profile page may expand at the direction of the community. Please visit the ACM Author Profile documentation page for more background information on these pages.
- Q. How do I find my Author Profile page and take ownership?
- A. You will need to take the following steps:
- Create a free ACM Web Account
- Sign-In to the ACM Digital Library
- Find your Author Profile Page by searching the ACM Digital Library for your name
- Find the result you authored (where your author name is a clickable link)
- Click on your name to go to the Author Profile Page
- Click the "Add Personal Information" link on the Author Profile Page
- Wait for ACM review and approval; generally less than 24 hours
- Q. Why does my photo not appear?
- A. Make sure that the image you submit is in .jpg or .gif format and that the file name does not contain special characters
- Q. What if I cannot find the Add Personal Information function on my author page?
- A. The ACM account linked to your profile page is different than the one you are logged into. Please logout and login to the account associated with your Author Profile Page.
- Q. What happens if an author changes the location of his bibliography or moves to a new institution?
- A. Should authors change institutions or sites, they can utilize ACM Author-Izer to disable old links and re-authorize new links for free downloads from a new location.
- Q. What happens if an author provides a URL that redirects to the author’s personal bibliography page?
- A. The service will not provide a free download from the ACM Digital Library. Instead the person who uses that link will simply go to the Citation Page for that article in the ACM Digital Library where the article may be accessed under the usual subscription rules.
However, if the author provides the target page URL, any link that redirects to that target page will enable a free download from the Service.
- Q. What happens if the author’s bibliography lives on a page with several aliases?
- A. Only one alias will work, whichever one is registered as the page containing the author’s bibliography. ACM has no technical solution to this problem at this time.
- Q. Why should authors use ACM Author-Izer?
- A. ACM Author-Izer lets visitors to authors’ personal home pages download articles for no charge from the ACM Digital Library. It allows authors to dynamically display real-time download and citation statistics for each “authorized” article on their personal site.
- Q. Does ACM Author-Izer provide benefits for authors?
- A. Downloads of definitive articles via Author-Izer links on the authors’ personal web page are captured in official ACM statistics to more accurately reflect usage and impact measurements.
Authors who do not use ACM Author-Izer links will not have downloads from their local, personal bibliographies counted. They do, however, retain the existing right to post author-prepared preprint versions on their home pages or institutional repositories with DOI pointers to the definitive version permanently maintained in the ACM Digital Library.
- Q. How does ACM Author-Izer benefit the computing community?
- A. ACM Author-Izer expands the visibility and dissemination of the definitive version of ACM articles. It is based on ACM’s strong belief that the computing community should have the widest possible access to the definitive versions of scholarly literature. By linking authors’ personal bibliography with the ACM Digital Library, user confusion over article versioning should be reduced over time.
In making ACM Author-Izer a free service to both authors and visitors to their websites, ACM is emphasizing its continuing commitment to the interests of its authors and to the computing community in ways that are consistent with its existing subscription-based access model.
- Q. Why can’t I find my most recent publication in my ACM Author Profile Page?
- A. There is a time delay between publication and the process which associates that publication with an Author Profile Page. Right now, that process usually takes 4-8 weeks.
- Q. How does ACM Author-Izer expand ACM’s “Green Path” Access Policies?
- A. ACM Author-Izer extends the rights and permissions that authors retain even after copyright transfer to ACM, which has been among the “greenest” publishers. ACM enables its author community to retain a wide range of rights related to copyright and reuse of materials. They include:
- Posting rights that ensure free access to their work outside the ACM Digital Library and print publications
- Rights to reuse any portion of their work in new works that they may create
- Copyright to artistic images in ACM’s graphics-oriented publications that authors may want to exploit in commercial contexts
- All patent rights, which remain with the original owner