Amir H. Payberah

ORCID

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 23

Top Venues

Royal Institute of Technology, Stockholm, Sweden (PHD)

Education History

Royal Institute of Technology, Stockholm, Sweden

PHD

Publications

Shirin Tahmasebi, Amirhossein Layegh, Nikolay Nikolov, Amir H. Payberah, Khoa Dinh, Vlado Mitrovic, Dumitru Roman, Mihhail Matskin
Dataclouddsl: Textual and Visual Presentation of Big Data Pipelines. COMPSAC (2022)
Tianze Wang, Amir H. Payberah, Desta Haileselassie Hagos, Vladimir Vlassov
Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement. CoRR (2022)
Nuria Marzo I Grimalt, Serveh Shalmashi, Forough Yaghoubi, Leif Jonsson, Amir H. Payberah
BERTicsson: A Recommender System For Troubleshooting. SDU@AAAI (2022)
Francisco J. Peña, Angel Luis Gonzalez, Sepideh Pashami, Ahmad Al-Shishtawy, Amir H. Payberah
Siambert: Siamese Bert-based Code Search. SAIS (2022)
Marina Angelovska, Sina Sheikholeslami, Bas Dunn, Amir H. Payberah
Siamese Neural Networks for Detecting Complementary Products. EACL (Student Research Workshop) (2021)
Andrei-Alin Corodescu, Nikolay Nikolov, Akif Quddus Khan, Ahmet Soylu, Mihhail Matskin, Amir H. Payberah, Dumitru Roman
Locality-Aware Workflow Orchestration for Big Data. MEDES (2021)
Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir H. Payberah, Vladimir Vlassov, Jim Dowling
AutoAblation: Automated Parallel Ablation Studies for Deep Learning. EuroMLSys@EuroSys (2021)
Andrei-Alin Corodescu, Nikolay Nikolov, Akif Quddus Khan, Ahmet Soylu, Mihhail Matskin, Amir H. Payberah, Dumitru Roman
Big Data Workflows: Locality-Aware Orchestration Using Software Containers. Sensors 21 (24) (2021)
Kamal Hakimzadeh, Patrick K. Nicholson, Diego Lugones, Amir H. Payberah
IMITA: Imitation Learning for Generalizing Cloud Orchestration. CCGRID (2021)
Marcus Hägglund, Francisco J. Peña, Sepideh Pashami, Ahmad Al-Shishtawy, Amir H. Payberah
COCLUBERT: Clustering Machine Learning Source Code. ICMLA (2021)
Karl Fredrik Erliksson, Anders Arpteg, Mihhail Matskin, Amir H. Payberah
Cross-Domain Transfer of Generative Explanations Using Text-to-Text Models. NLDB (2021)
Nikolay Nikolov, Yared Dejene Dessalk, Akif Quddus Khan, Ahmet Soylu, Mihhail Matskin, Amir H. Payberah, Dumitru Roman
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers. Internet Things 16 (2021)
Tianze Wang, Amir H. Payberah, Vladimir Vlassov
CONVJSSP: Convolutional Learning for Job-Shop Scheduling Problems. ICMLA (2020)
Andrea Nardelli, Vladimir Viassow, Amir H. Payberah
Framework-Agnostic Optimization of Repeated Skewed Joins at Massive Scale. ISPA/BDCloud/SocialCom/SustainCom (2020)
José Roberto Ayala Solares, Francesca Elisa Diletta Raimondi, Yajie Zhu, Fatemeh Rahimian, Dexter Canoy, Jenny Tran, Ana Catarina Pinho Gomes, Amir H. Payberah, Mariagrazia Zottoli, Milad Nazarzadeh, Nathalie Conrad, Kazem Rahimi, Gholamreza Salimi Khorshidi
Deep learning for electronic health records: A comparative review of multiple deep neural architectures. J. Biomed. Informatics 101 (2020)
Milko Mitropolitsky, Zainab Abbas, Amir H. Payberah
Graph Representation Matters in Device Placement. DIDL@Middleware (2020)
Moritz Meister, Sina Sheikholeslami, Amir H. Payberah, Vladimir Vlassov, Jim Dowling
Maggy: Scalable Asynchronous Parallel Hyperparameter Search. DistributedML@CoNEXT (2020)
Francesco Lorenzo, Sahar Asadi, Alice Karnsund, Lele Cao, Tianze Wang, Amir H. Payberah
Use All Your Skills, Not Only The Most Popular Ones. CoG (2020)
Farzad Kamrani, Andreas Elers, Mika Cohen, Amir H. Payberah
MarioDAgger: A Time and Space Efficient Autonomous Driver. ICMLA (2020)
Mohamed-Rafik Bouguelia, Slawomir Nowaczyk, Amir H. Payberah
An adaptive algorithm for anomaly and novelty detection in evolving data streams. Data Min. Knowl. Discov. 32 (6) (2018)
Hanna Kavalionak, Amir H. Payberah, Alberto Montresor, Jim Dowling
NATCloud: cloud-assisted NAT-traversal service. SAC (2016)
Hooman Peiro Sajjad, Amir H. Payberah, Fatemeh Rahimian, Vladimir Vlassov, Seif Haridi
Boosting Vertex-Cut Partitioning for Streaming Graphs. BigData Congress (2016)
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi
A Distributed Algorithm for Large-Scale Graph Partitioning. ACM Trans. Auton. Adapt. Syst. 10 (2) (2015)
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Seif Haridi
Distributed Vertex-Cut Partitioning. DAIS (2014)
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi
JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning. SASO (2013)
Amir H. Payberah, Hanna Kavalionak, Alberto Montresor, Jim Dowling, Seif Haridi
Lightweight gossip-based distribution estimation. ICC (2013)
Javi Jimenez, Roger Baig, Pau Escrich Garcia, Amin M. Khan, Felix Freitag, Leandro Navarro, Ermanno Pietrosemoli, Marco Zennaro, Amir H. Payberah, Vladimir Vlassov
Supporting cloud deployment in the Guifi.net community network. GIIS (2013)
Amir H. Payberah, Hanna Kavalionak, Vimalkumar Kumaresan, Alberto Montresor, Seif Haridi
CLive: Cloud-assisted P2P live streaming. P2P (2012)
Amir H. Payberah, Jim Dowling, Fatemeh Rahimian, Seif Haridi
Distributed optimization of P2P live streaming overlays. Computing 94 (8-10) (2012)
Jim Dowling, Amir H. Payberah
Shuffling with a Croupier: Nat-Aware Peer-Sampling. ICDCS (2012)
Amir H. Payberah, Jim Dowling, Seif Haridi
: NAT-Friendly Peer Sampling with One-Hop Distributed NAT Traversal. DAIS (2011)
Fatemeh Rahimian, Sarunas Girdzijauskas, Amir H. Payberah, Seif Haridi
Vitis: A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe Enabling Rendezvous Routing in Unstructured Overlay Networks. IPDPS (2011)
Amir H. Payberah, Jim Dowling, Seif Haridi
GLive: The Gradient Overlay as a Market Maker for Mesh-Based P2P Live Streaming. ISPDC (2011)
Håkan Terelius, Guodong Shi, Jim Dowling, Amir H. Payberah, Ather Gattami, Karl Henrik Johansson
Converging an Overlay Network to a Gradient Topology CoRR (2011)
Håkan Terelius, Guodong Shi, Jim Dowling, Amir H. Payberah, Ather Gattami, Karl Henrik Johansson
Converging an overlay network to a Gradient topology. CDC/ECC (2011)
Amir H. Payberah, Fatemeh Rahimian, Seif Haridi, Jim Dowling
Sepidar: Incentivized Market-Based P2P Live-Streaming on the Gradient Overlay Network. ISM (2010)
Amir H. Payberah, Jim Dowling, Fatemeh Rahimian, Seif Haridi
: Market-Based P2P Live Media Streaming on the Gradient Overlay. DAIS (2010)

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Publication Activity (10 Years)

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Amir H. Payberah