High Performance Distributed Computing

Research Output 1991 2019

2019

DSS 2018 Foreword: 4th International Workshop on Data-Driven Self-Regulating Systems

Aguilar, L., Bilano, V., Pournaras, E., Maass, W., Ravikumar, P., Pueschel, J., Djeffal, C., Janzen, S., Rossetti, G., Janssen, S., Malliaros, F., Pappalardo, L., Ruggieri, S., Pop, F., Spillner, J., Klinglmayr, J., Leordeanu, C., Voulgaris, S., Sakamoto, T. & Carpen-Amarie, A., 2 Jan 2019, 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W). p. XV-XVI 2 p.

Research output: Chapter in Book / Report / Conference proceedingForeword/postscriptAcademic

Data-driven

Exfakt: A framework for explaining facts over knowledge graphs and text

Gad-Elrab, M. H., Urbani, J., Stepanova, D. & Weikum, G., 30 Jan 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 87-95 9 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Semantics
Experiments

POSUM: A Portfolio Scheduler for MapReduce Workloads

Voinea, M. A., Uta, A. & Iosup, A., 22 Jan 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 351-357 7 p. 8622215

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Scheduling
Ecosystems
Costs
Experiments
Big data

Predicting entity mentions in scientific literature

Zheng, Y., Ezeiza, J., Farzanehpour, M. & Urbani, J., 1 Jan 2019, The Semantic Web - 16th International Conference, ESWC 2019, Proceedings. Zaveri, A., Gray, A. J. G., Hammar, K., Hitzler, P., Lopez, V., Janowicz, K., Fernández, M. & Haller, A. (eds.). Springer Verlag, p. 379-393 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11503 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Knowledge Base
Neural networks
Predict
High Accuracy
Experiments

Tracy: Tracing facts over knowledge graphs and text

Gad-Elrab, M. H., Urbani, J., Stepanova, D. & Weikum, G., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3516-3520 5 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Semantics
User interfaces
Demonstrations
2018

A Jungle Computing approach to common image source identification in large collections of images

van Werkhoven, B., Hijma, P., Jacobs, C. J. H., Maassen, J., Geradts, Z. J. M. H. & Bal, H. E., Dec 2018, In : Digital Investigation. 27, p. 3-16 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Crime
Smartphones
Personal computers
Cameras
offense

An elasticity study of distributed graph processing

Au, S., Uta, A., Ilyushkin, A. & Iosup, A., 13 Jul 2018, Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018. Institute of Electrical and Electronics Engineers Inc., p. 382-383 2 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Elasticity
Processing
Costs
Dynamic models
Throughput

A performance study of big data workloads in cloud datacenters with network variability

Uta, A. & Obaseki, H., 2 Apr 2018, ICPE 2018 - Companion of the 2018 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, Vol. 2018-January. p. 113-118 6 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Bandwidth
Cloud computing
Program processors
Big data
Degradation

Efficient Model Construction for Horn Logic with VLog

Urbani, J., Krötzsch, M., Jacobs, C., Dragoste, I. & Carral, D., 2018, Proceedings of the 31st International Workshop on Description Logics (DL). Ortiz, M. & Schneider, T. (eds.). CEUR Workshop Proceedings, Vol. 2211. 3 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Efficient Model Construction for Horn Logic with VLog: System Description

Urbani, J., Krötzsch, M., Jacobs, C., Dragoste, I. & Carral, D., 2018, Automated Reasoning - 9th International Joint Conference, IJCAR 2018, Held as Part of the Federated Logic Conference, FloC 2018, Proceedings. Springer/Verlag, p. 680-688 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10900 LNAI).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Scalability
Acoustic waves
Logic
Engines
Data storage equipment

Elasticity in Graph Analytics? A Benchmarking Framework for Elastic Graph Processing

Uta, A., Au, S., Ilyushkin, A. & Iosup, A., 1 Nov 2018, Proceedings - 2018 IEEE International Conference on Cluster Computing, CLUSTER 2018. Institute of Electrical and Electronics Engineers, Inc., p. 381-391 11 p. 8514898

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Benchmarking
Elasticity
Processing
Costs
Dynamic models

Exploring HPC and Big Data Convergence: A Graph Processing Study on Intel Knights Landing

Uta, A., Varbanescu, A. L., Musaafir, A., Lemaire, C. & Iosup, A., 1 Nov 2018, Proceedings - 2018 IEEE International Conference on Cluster Computing, CLUSTER 2018. Institute of Electrical and Electronics Engineers, Inc., p. 66-77 12 p. 8514860

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Landing
Processing
Hardware
Oils and fats
Tuning

Integrating person-to-person social support in smartphone apps for promoting physical activity

Simoski, B., Klein, M., Van Halteren, A. T. & Bal, H., 2018, HEALTHINF 2018 - 11th International Conference on Health Informatics, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018. SciTePress, Vol. 5. p. 497-504 8 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Smartphones
Application programs
Social Support
Health hazards
Telemedicine

Large scale stream analytics using a resource-constrained edge

Bharath Das, R., Di Bernardo, G. & Bal, H., 26 Sep 2018, Proceedings - 2018 IEEE International Conference on Edge Computing, EDGE 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 135-139 5 p. 8473389

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Resources
Processing
Throughput
Sensor
Sensors

Massivizing computer systems: A vision to understand, design, and engineer computer ecosystems through and beyond modern distributed systems

The AtLarge Team, 19 Jul 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 1224-1237 14 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Ecosystems
Computer systems
Distributed computer systems
Engineers
Computer science

MemEFS: A network-aware elastic in-memory runtime distributed file system

Uta, A., Danner, O., van der Weegen, C., Oprescu, A. M., Sandu, A., Costache, S. & Kielmann, T., May 2018, In : Future Generation Computer Systems. 82, May, p. 631-646 16 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Data storage equipment
Elasticity
Astronomy
Bioinformatics
Bandwidth

Message from international workshop on resource brokering with blockchain (RBchain 2018)

Rong, C., Makkes, M. X., Jaatun, M. G., Deventer, O. V., Hacker, T., Jabangwe, R., Li, C., Rellermeyer, J. S. & Worm, T., 26 Dec 2018, In : Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom. 2018-December, p. XXVII 8590981.

Research output: Contribution to JournalEditorialAcademicpeer-review

Resources

On optimising cost and value in escience: Case studies in radio astronom

Chris Broekema, P., Allan, V. L. & Bal, H. E., 24 Dec 2018, Proceedings - IEEE 14th International Conference on eScience, e-Science 2018. Institute of Electrical and Electronics Engineers Inc., 1 p. 8588737

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

E-Science
hardware
Hardware
radio
Costs

Reasoning at scale (tutorial)

Urbani, J., 2018, Reasoning Web - Learning, Uncertainty, Streaming, and Scalability: 14th International Summer School 2018, Tutorial Lectures. d’Amato, C. & Theobald, M. (eds.). Springer/Verlag, p. 227-235 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11078 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Reasoning
Knowledge Base
Continue

RideMatcher: Peer-to-peer matching of passengers for efficient ridesharing

Bozdog, N. V., Makkes, M. X., Van Halteren, A. & Bal, H., 13 Jul 2018, Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018. Institute of Electrical and Electronics Engineers Inc., p. 263-272 10 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Railroad cars
Noise pollution
Fog
Travel time
Air quality

SenseLE: Exploiting spatial locality in decentralized sensing environments

Bozdog, N. V., Makkes, M. X., Uta, A., Bharath Das, R., Van Halteren, A. & Bal, H., 25 May 2018, Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1356-1363 8 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Locality
Decentralized
Sensing
Sensors
Energy

Serverless is More: From PaaS to Present Cloud Computing

Van Eyk, E., Toader, L., Talluri, S., Versluis, L., Uta, A. & Iosup, A., Oct 2018, In : IEEE Internet Computing. 22, 5, p. 8-17 10 p., 8481652.

Research output: Contribution to JournalArticleAcademicpeer-review

Cloud computing
Costs
Industry
2017

Accelerating Radio Astronomy with Auto-Tuning

Sclocco, A., 2017, 161 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

An empirical study on how the distribution of ontologies affects reasoning on the web

Bazoobandi, H. R., Urbani, J., van Harmelen, F. & Bal, H., 2017, The Semantic Web – ISWC 2017 - 16th International Semantic Web Conference, Proceedings. Springer/Verlag, Vol. 10587 LNCS. p. 69-86 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10587 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Empirical Study
Ontology
Reasoning
Inclusion
HTML

Changes in extreme regional sea level under global warming

Brunnabend, S-E., Dijkstra, H. A., Kliphuis, M. A., Bal, H. E., Seinstra, F., van Werkhoven, B. J. C., Maassen, J. & van Meersbergen, M., 20 Jan 2017, In : Ocean Science. 13, 1, p. 47-60 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
global warming
sea level
ocean
eddy
climate modeling

Cowbird: A Flexible Cloud-based Framework for Combining Smartphone Sensors and IoT

Bharath Das, R., Bozdog, N. V. & Bal, H. E., Apr 2017.

Research output: Contribution to ConferencePaperOther research output

Crowd Textures: From Sensing Proximity to Understanding Crowd Behavior

Martella, C., 2017, 222 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

Enhancing knowledge graph completion by embedding correlations

Pal, S. & Urbani, J., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 2247-2250 4 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Prediction
Graph
Node
Learning methods

Execution time estimation for workflow scheduling

Chirkin, A. M., Belloum, A. S. Z., Kovalchuk, S. V., Makkes, M. X., Melnik, M. A., Visheratin, A. A. & Nasonov, D. A., 1 Oct 2017, In : Future Generation Computer Systems. 75, p. 376-387 12 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Scheduling
Scheduling algorithms
Measurement errors
Distribution functions

Expressive stream reasoning with laser

Bazoobandi, H. R., Beck, H. & Urbani, J., 1 Jan 2017, The Semantic Web – ISWC 2017 - 16th International Semantic Web Conference, Proceedings. Springer/Verlag, Vol. 10587 LNCS. p. 87-103 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10587 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Answer Set Programming
Reasoning
Laser
Use Case
Lasers

Kea: A Computation Offloading System for Smartphone Sensor Data

Bharath Das, R., Bozdog, N. V., Makkes, M. & Bal, H., Dec 2017, 9th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2017). IEEE CS

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

On the complexities of utilizing large-scale lightpath-connected distributed cyberinfrastructure

Maassen, J., van Werkhoven, B., van Meersbergen, M., Bal, H. E., Kliphuis, M., Brunnabend, S. E., Dijkstra, H. A., van Malenstein, G., de Vos, M., Kuijpers, S., Boele, S., Wolfrat, J., Hill, N., Wallom, D., Grimm, C., Kranzlmüller, D., Ganpathi, D., Jha, S., Jha, S., Bryan, F. O. & 2 othersKirtman, B. & Seinstra, F. J., 25 Jan 2017, In : Concurrency and Computation: Practice and Experience. 29, 2, e3853.

Research output: Contribution to JournalArticleAcademicpeer-review

Infrastructure
E-Science
Climate Models
Human Resources
Supercomputer

Optimizing the execution of many-task computing applications using in-memory distributed file systems

Uta, A., 2017, 144 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

Predicting the cost of online reasoning on knowledge graphs: Some heuristics

Mouli, V. R., Joshi, U., Jacobs, C. & Urbani, J., 1 Jan 2017, In : CEUR Workshop Proceedings. 1963

Research output: Contribution to JournalArticleAcademic

P-SWAN: Real-time Privacy Preserving Computation for IoT Ecosystems

Makkes, M. X., Uta, A., Bharath Das, R., Bozdog, N. V. & Bal, H., May 2017, IEEE International Conference on Fog and Edge Computing (ICFEC 2017).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Word Sense Disambiguation with LSTM: Do We Really Need 100 Billion Words?

Le, M., Postma, M. & Urbani, J., 9 Dec 2017, In : arXiv.org.

Research output: Contribution to JournalArticleAcademic

2016

A Medium-Scale Distributed System for Computer Science Research: Infrastructure for the Long Term

Bal, H. E., Epema, D., de Laat, C., van Nieuwpoort, R. V., Romein, J., Seinstra, F. J., Snoek, C. & Wijshoff, H., 1 May 2016, In : Computer. 49, 5, p. 54-63 10 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Computer science
Imaging techniques

A multiple attribute relative quality measure based on the harmonic and arithmetic mean

Taal, A., Makkes, M. X., Kaat, M. & Grosso, P., 9 Dec 2016, (Accepted/In press) In : Operational Research. p. 1-18 18 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Harmonic mean
Data envelopment analysis
Quality Measures
Entropy
Decision making

A real-time radio transient pipeline for ARTS

Sclocco, A., Leeuwen, J. V., Bal, H. E. & Van Nieuwpoort, R. V., 23 Feb 2016, 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015. Institute of Electrical and Electronics Engineers, Inc., p. 468-472 5 p. 7418239

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Pipelines
Processing
Particle accelerators
Scalability
Electric power utilization

Bringing Model Checking Closer To Practical Software Engineering

Remenska, D., 2016

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File
Model checking
Software engineering

Bringing secure Bitcoin transactions to your smartphone

Frey, D., Makkes, M. X., Roman, P. L., Taïani, F. & Voulgaris, S., 12 Dec 2016, ARM 2016 - 15th Workshop on Adaptive and Reflective Middleware, colocated with ACM/IFIP/USENIX Middleware 2016. Association for Computing Machinery, Inc, a3

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Smartphones
Processing
Costs

Column-oriented datalog materialization for large knowledge graphs

Urbani, J., Jacobs, C. & Krötzsch, M., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 258-264 7 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Data storage equipment

Commonsense in parts: Mining part-whole relations from theweb and image tags

Tandon, N., Hariman, C., Urbani, J., Rohrbach, A., Rohrbach, M. & Weikum, G., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 243-250 8 p.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Birds
Visibility
Sampling
Object detection

Decentralized network-level synchronization in mobile ad hoc networks

Voulgaris, S., Dobson, M. & Van Steen, M., 1 Mar 2016, In : ACM Transactions on Sensor Networks. 12, 1, 2880223.

Research output: Contribution to JournalArticleAcademicpeer-review

Radio receivers
Wireless ad hoc networks
Mobile ad hoc networks
Synchronization
Merging

Dynamic resource allocation using performance forecasting

Moura, P., Kon, F., Voulgaris, S. & Van Steen, M., 13 Sep 2016, 2016 International Conference on High Performance Computing and Simulation, HPCS 2016. Institute of Electrical and Electronics Engineers, Inc., p. 18-25 8 p. 7568311

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Resource Allocation
Resource allocation
Forecasting
Resources
Scalability

Exception-enriched rule learning from knowledge graphs

Gad-Elrab, M. H., Stepanova, D., Urbani, J. & Weikum, G., 2016, The Semantic Web - 15th International Semantic Web Conference, ISWC 2016, Proceedings. Springer/Verlag, Vol. 9981 LNCS. p. 234-251 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9981 LNCS).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Rule Learning
Exception
Graph in graph theory
Atoms
Information Extraction

KOGNAC: Efficient encoding of large knowledge graphs

Urbani, J., Dutta, S., Gurajada, S. & Weikum, G., 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3896-3902 7 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Approximation algorithms
Glossaries
Semantics
Engines

Overcoming data locality: An in-memory runtime file system with symmetrical data distribution

Uta, A., Sandu, A. & Kielmann, T., 2016, In : Future Generation Computer Systems. 54, p. 144-158

Research output: Contribution to JournalArticleAcademicpeer-review

Data storage equipment
Scalability
Hash functions
Ethernet
Bandwidth

Powerful and efficient bulk shortest-path queries: Cypher language extension & Giraph implementation

Rutgers, P., Martella, C., Voulgaris, S. & Boncz, P., 24 Jun 2016, ACM International Conference Proceeding Series. Vol. 24-June-2016.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Real-time dedispersion for fast radio transient surveys, using auto tuning on many-core accelerators

Sclocco, A., Leeuwen, J. V., Bal, H. & van Nieuwpoort, R. V., 1 Jun 2016, In : Astronomy and Computing. 14, p. 1-7 7 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Particle accelerators
accelerators
Tuning
tuning
radio