The future is big graphs: a community view on graph processing systems
Sherif Sakr
(1)
,
Angela Bonifati
(2, 3, 4)
,
Hannes Voigt
(5)
,
Alexandru Iosup
(6, 7)
,
Khaled Ammar
,
Renzo Angles
(8)
,
Walid Aref
(9)
,
Marcelo Arenas
(10)
,
Maciej Besta
(11)
,
Peter A. Boncz
(12)
,
Khuzaima Daudjee
(13)
,
Emanuele Della Valle
,
Stefania Dumbrava
(14, 15, 16)
,
Olaf Hartig
(17)
,
Bernhard Haslhofer
(18)
,
Tim Hegeman
(6)
,
Jan Hidders
(19)
,
Katja Hose
(20)
,
Adriana Iamnitchi
(21)
,
Vasiliki Kalavri
(22)
,
Hugo Kapp
(23)
,
Wim Martens
(24)
,
Tamer Özsu
(13)
,
Eric Peukert
(25)
,
Stefan Plantikow
(5)
,
Mohamed Ragab
(26)
,
Matei R. Ripeanu
(27)
,
Semih Salihoglu
(13)
,
Christian Schulz
(28)
,
Petra Selmer
(5)
,
Juan F. Sequeda
(29)
,
Joshua Shinavier
,
Gábor Szárnyas
(30)
,
Riccardo Tommasini
(26)
,
Antonino Tumeo
(31)
,
Alexandru Uta
(6)
,
Ana Lucia Varbanescu
(32)
,
Hsiang-Yun Wu
(33)
,
Nikolay Yakovets
(34)
,
Da Yan
(35)
,
Eiko Yoneki
(36)
1
Institute of Computer Science [University of Tartu, Estonie]
2 BD - Base de Données
3 LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
4 TYREX - Types and Reasoning for the Web
5 Neo4j
6 VU - Vrije Universiteit Amsterdam [Amsterdam]
7 TU Delft - Delft University of Technology
8 Universidad de Talca
9 Purdue University [West Lafayette]
10 IMFD - Millennium Institute for Foundational Research on Data
11 ETH Zürich - Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich]
12 CWI - Centrum Wiskunde & Informatica
13 University of Waterloo [Waterloo]
14 IP Paris - Institut Polytechnique de Paris
15 ACMES-SAMOVAR - Architecture, Cloud continuum, formal Models, artificial intElligence and Services in distributed computing
16 ENSIIE - Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise
17 LIU - Linköping University
18 AIT - Austrian Institute of Technology [Vienna]
19 Birkbeck College [University of London]
20 AAU - Aalborg University [Denmark]
21 USF - University of South Florida [Tampa]
22 BU - Boston University [Boston]
23 Oracle Labs Switzerland
24 Universität Bayreuth [Deutschland] = University of Bayreuth [Germany] = Université de Bayreuth [Allemagne]
25 Leipzig University / Universität Leipzig
26 University of Tartu
27 UBC - University of British Columbia [Canada]
28 Universität Heidelberg [Heidelberg] = Heidelberg University
29 data.world
30 BME - Budapest University of Technology and Economics [Budapest]
31 PNNL - Pacific Northwest National Laboratory
32 UvA - University of Amsterdam [Amsterdam] = Universiteit van Amsterdam
33 TU Wien - Institute of Applied Physics [Vienna]
34 TU/e - Eindhoven University of Technology [Eindhoven]
35 UAB - University of Alabama at Birmingham [ Birmingham]
36 CAM - University of Cambridge [UK]
2 BD - Base de Données
3 LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
4 TYREX - Types and Reasoning for the Web
5 Neo4j
6 VU - Vrije Universiteit Amsterdam [Amsterdam]
7 TU Delft - Delft University of Technology
8 Universidad de Talca
9 Purdue University [West Lafayette]
10 IMFD - Millennium Institute for Foundational Research on Data
11 ETH Zürich - Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich]
12 CWI - Centrum Wiskunde & Informatica
13 University of Waterloo [Waterloo]
14 IP Paris - Institut Polytechnique de Paris
15 ACMES-SAMOVAR - Architecture, Cloud continuum, formal Models, artificial intElligence and Services in distributed computing
16 ENSIIE - Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise
17 LIU - Linköping University
18 AIT - Austrian Institute of Technology [Vienna]
19 Birkbeck College [University of London]
20 AAU - Aalborg University [Denmark]
21 USF - University of South Florida [Tampa]
22 BU - Boston University [Boston]
23 Oracle Labs Switzerland
24 Universität Bayreuth [Deutschland] = University of Bayreuth [Germany] = Université de Bayreuth [Allemagne]
25 Leipzig University / Universität Leipzig
26 University of Tartu
27 UBC - University of British Columbia [Canada]
28 Universität Heidelberg [Heidelberg] = Heidelberg University
29 data.world
30 BME - Budapest University of Technology and Economics [Budapest]
31 PNNL - Pacific Northwest National Laboratory
32 UvA - University of Amsterdam [Amsterdam] = Universiteit van Amsterdam
33 TU Wien - Institute of Applied Physics [Vienna]
34 TU/e - Eindhoven University of Technology [Eindhoven]
35 UAB - University of Alabama at Birmingham [ Birmingham]
36 CAM - University of Cambridge [UK]
Angela Bonifati
- Fonction : Auteur
- PersonId : 4999
- IdHAL : angela-bonifati
- ORCID : 0000-0002-9582-869X
- IdRef : 169046664
Khaled Ammar
- Fonction : Auteur
Emanuele Della Valle
- Fonction : Auteur
Stefania Dumbrava
- Fonction : Auteur
- PersonId : 170187
- IdHAL : stefania-dumbrava
- ORCID : 0000-0002-6664-0620
- IdRef : 198185553
Joshua Shinavier
- Fonction : Auteur
Résumé
Graphs are by nature unifying abstractions that can leverage interconnectedness to represent, explore, predict, and explain real- and digital-world phenomena. Although real users and consumers of graph instances and graph workloads understand these abstractions, future problems will require new abstractions and systems. What needs to happen in the next decade for big graph processing to continue to succeed?