Publications

[Extracted from DiVA, the publication database at KTH.]

Hagos, D.; Kakantousis, T.; Sheikholeslami, S.; Wang, T.; Vlassov, V.; Payberah, A.; Meister, M.; Andersson, R.; Dowling, J. (2022):
Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks.
Remote Sensing 14: [Details]
Matskin, M.; Tahmasebi, S.; Layegh, A.; Payberah, A.; Thomas, A.; Nikolov, N.; Roman, D. (2021):
A survey of big data pipeline orchestration tools from the perspective of the datacloud project.
[Conference paper] Supplementary 23rd International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2021, Virtual, Moscow, 26-29 October 2021; CEUR Workshop Proceedings 63-78 [Details]
Hägglund, M.; Pena, F.; Pashami, S.; Al-Shishtawy, A.; Payberah, A. (2021):
COCLUBERT - Clustering Machine Learning Source Code.
[Conference paper] 20th IEEE International Conference on Machine Learning and Applications (ICMLA), DEC 13-16, 2021, ELECTR NETWORK; 20th IEEE international conference on machine learning and applications (ICMLA 2021) 151-158 [Details]
Corodescu, A.; Nikolov, N.; Khan, A.; Soylu, A.; Matskin, M.; Payberah, A.; Roman, D. (2021):
Big Data Workflows - Locality-Aware Orchestration Using Software Containers.
Sensors 21: [Details]
Erliksson, K.; Arpteg, A.; Matskin, M.; Payberah, A. (2021):
Cross-Domain Transfer of Generative Explanations Using Text-to-Text Models.
[Conference paper] 26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, Virtual, Online, 23-25 June 2021; Lecture Notes in Computer Science 76-89 [Details]
Corodescu, A.; Nikolov, N.; Khan, A.; Soylu, A.; Matskin, M.; Payberah, A.; Roman, D. (2021):
Locality-aware workflow orchestration for big data.
[Conference paper] 13th International Conference on Management of Digital EcoSystems, MEDES 2021, Online/Hammamet, Tunisia, 1-3 November 2021; ACM International Conference Proceeding Series 62-70 [Details]
Nikolov, N.; Dessalk, Y.; Khan, A.; Soylu, A.; Matskin, M.; Payberah, A.; Roman, D. (2021):
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers.
INTERNET OF THINGS 16: 100440 [Details]
Hakimzadeh, K.; Nicholsonz, P.; Lugonesz, D.; Payberah, A. (2021):
IMITA - Imitation Learning for Generalizing Cloud Orchestration.
[Conference paper] 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid), MAY 10-13, 2021, ELECTR NETWORK; 21St IEEE/ACM International Symposium On Cluster, Cloud And Internet Computing (CCGRID 2021) 237-246 [Details]
Angelovska, M.; Sheikholeslami, S.; Dunn, B.; Payberah, A. (2021):
Siamese Neural Networks for Detecting Complementary Products.
[Conference paper] The 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop; Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics 65-70 [Details]
Sheikholeslami, S.; Meister, M.; Wang, T.; Payberah, A.; Vlassov, V.; Dowling, J. (2021):
AutoAblation: Automated Parallel Ablation Studies for Deep Learning.
[Conference paper] The 1st Workshop on Machine Learning and Systems (EuroMLSys '21); EuroMLSys '21: Proceedings of the 1st Workshop on Machine Learning and Systems 55-61 [Details]
Mitropolitsky, M.; Abbas, Z.; Payberah, A. (2020):
Graph Representation Matters in Device Placement.
[Conference paper] 2020 Workshop on Distributed Infrastructures for Deep Learning, DIDL 2020 - Part of Middleware 2020, 7 December 2020 through 11 December 2020; DIDL 2020 - Proceedings of the 2020 Workshop on Distributed Infrastructures for Deep Learning, Part of Middleware 2020 1-6 [Details]
Kamrani, F.; Elers, A.; Cohen, M.; Payberah, A. (2020):
MarioDAgger - A Time and Space Efficient Autonomous Driver.
[Conference paper] 19th IEEE International Conference on Machine Learning and Applications, ICMLA 2020, 14 December 2020 through 17 December 2020; Proceedings - 19th IEEE International Conference on Machine Learning and Applications, ICMLA 2020 1491-1498 [Details]
Nardelli, A.; Viassow, V.; Payberah, A. (2020):
Framework-agnostic optimization of repeated skewed joins at massive scale.
[Conference paper] 18th IEEE International Symposium on Parallel and Distributed Processing with Applications, 10th IEEE International Conference on Big Data and Cloud Computing, 13th IEEE International Symposium on Social Computing and Networking and 10th IEEE International Conference on Sustainable Computing and Communications, ISPA-BDCloud-SocialCom-SustainCom 2020, 17 December 2020 through 19 December 2020; Proceedings - 2020 IEEE International Symposium on Parallel and Distributed Processing with Applications, 2020 IEEE International Conference on Big Data and Cloud Computing, 2020 IEEE International Symposium on Social Computing and Networking and 2020 IEEE International Conference on Sustainable Computing and Communications, ISPA-BDCloud-SocialCom-SustainCom 2020 26-33 [Details]
Wang, T.; Payberah, A.; Vlassov, V. (2020):
CONVJSSP: Convolutional Learning for Job-Shop Scheduling Problems.
[Conference paper] 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA); 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) 1483-1490 [Details]
Lorenzo, F.; Asadi, S.; Karnsund, A.; Cao, L.; Wang, T.; Payberah, A. (2020):
Use All Your Skills, Not Only The Most Popular Ones.
[Conference paper] 2020 IEEE Conference on Games, CoG 2020; Virtual, Osaka; Japan; 24 August 2020 through 27 August 2020; 2020 IEEE Conference on Games, CoG 2020 682-685 [Details]
Meister, M.; Sheikholeslami, S.; Payberah, A.; Vlassov, V.; Dowling, J. (2020):
Maggy - Scalable Asynchronous Parallel Hyperparameter Search.
[Conference paper] The 1st Workshop on Distributed Machine Learning (DistributedML'20); Proceedings of the 1st Workshop on Distributed Machine Learning 28-33 [Details]
Rahimian, F.; Payberah, A.; Girdzijauskas, S.; Jelasity, M.; Haridi, S. (2015):
A Distributed Algorithm for Large-Scale Graph Partitioning.
ACM Transactions on Autonomous and Adaptive Systems 10: [Details]
Rahimian, F.; Payberah, A.; Girdzijauskas, S.; Haridi, S. (2014):
Distributed Vertex-Cut Partitioning.
[Conference paper] 14th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS’14).; In the 14th IFIP international conference on Distributed Applications and Interoperable Systems (DAIS’14). 186-200 [Details]
Rahimian, F.; Payberah, A.; Girdzijauskas, S.; Jelasity, M.; Haridi, S. (2013):
JA-BE-JA - A Distributed Algorithm for Balanced Graph Partitioning.
[Conference paper] SASO 2013, Seventh IEEE International Conference on Self-Adaptive and Self-Organizing Systems, Philadelphia, USA; September 9-13, 2013; 7th International Conference on Self-Adaptive and Self-Organizing Systems (SASO), 2013 IEEE 51-60 [Details]
Payberah, A. (2013):
Live Streaming in P2P and Hybrid P2P-Cloud Environments for the Open Internet.
Doctoral thesis, monograph [Details]
Payberah, A.; Dowling, J.; Rahimian, F.; Haridi, S. (2012):
Distributed optimization of P2P live streaming overlays.
Computing 94: 621-647 [Details]
Rahimian, F.; Girdzijauskas, S.; Payberah, A.; Haridi, S. (2012):
Subscription Awareness Meets Rendezvous Routing.
[Conference paper] AP2PS 2012,The Fourth International Conference on Advances in P2P Systems; 1-10 [Details]
Payberah, A.; Dowling, J. (2012):
Shuffling with a Croupier - Nat-Aware Peer-Sampling.
[Conference paper] The 32nd IEEE International Conference on Distributed Computing Systems (ICDCS), Macau, China, June 2012; Proceedings of the 2012 32nd IEEE International Conference on Distributed Computing Systems (ICDCS 2012) 102-111 [Details]
Rahimian, F.; Girdzijauskas, S.; Payberah, A.; Haridi, S. (2011):
Vitis - A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe Enabling Rendezvous Routing in Unstructured Overlay Networks.
[Conference paper] 25th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2011. Anchorage, AK. 16 May 2011 - 20 May 2011; Proceedings - 25th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2011 746-757 [Details]
Payberah, A.; Dowling, J.; Haridi, S. (2011):
Gozar - NAT-friendly peer sampling with one-hop distributed NAT traversal.
[Conference paper] 11th IFIP WG 6.1 International Conference on Distributed Applications and Interoperable Systems, DAIS 2011; Reykjavik; Iceland; 6-9 June 2011; 1-14 [Details]
Payberah, A.; Dowling, J.; Haridi, S. (2011):
GLive - the Gradient overlay as a market maker for mesh-based P2P live streaming.
[Conference paper] 2011 10th International Symposium on Parallel and Distributed Computing, ISPDC 2011; Cluj Napoca, Cluj; Romania; 6-8 July 2011; Proceedings - 2011 10th International Symposium on Parallel and Distributed Computing, ISPDC 2011 153-162 [Details]
Payberah, A. (2011):
Distributed Optimization of P2P Media Delivery Overlays.
Licentiate thesis, comprehensive summary [Details]
Payberah, A.; Rahimian, F.; Haridi, S.; Dowling, J. (2010):
Sepidar - Incentivized market-based P2P live-streaming on the Gradient overlay network.
[Conference paper] Proceedings - 2010 IEEE International Symposium on Multimedia, ISM 2010 1-8 [Details]
Payberah, A.; Dowling, J.; Rahimian, F.; Haridi, S. (2010):
gradienTv - Market-Based P2P Live Media Streaming on the Gradient Overlay.
[Conference paper] 10th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS´10), LNCS 212-225 [Details]