R
Roie Melamed
Researcher at IBM
Publications - 25
Citations - 607
Roie Melamed is an academic researcher from IBM. The author has contributed to research in topics: Overlay network & Location-based service. The author has an hindex of 11, co-authored 25 publications receiving 534 citations. Previous affiliations of Roie Melamed include Technion – Israel Institute of Technology.
Papers
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Proceedings ArticleDOI
SpiderCast: a scalable interest-aware overlay for topic-based pub/sub communication
TL;DR: SpiderCast is designed to effectively tread the balance between average overlay degree and communication cost of event dissemination, and it is shown experimentally that, for many practical work-loads, the SpiderCast overlays are both topic-connected and have a low per-topic diameter while requiring each node to maintain a low average number of connections.
Proceedings ArticleDOI
Constructing scalable overlays for pub-sub with many topics
TL;DR: In this article, a new optimization problem, called Minimum Topic-Connected Overlay (Min-TCO), is introduced to capture the tradeoff between the scalability of the overlay (in terms of the nodes' fanout) and the message forwarding overhead incurred by the communicating parties.
Journal ArticleDOI
Predicting Breast Cancer by Applying Deep Learning to Linked Health Records and Mammograms.
Ayelet Akselrod-Ballin,Michal Chorev,Yoel Shoshan,Adam Spiro,Alon Hazan,Roie Melamed,Ella Barkan,Esma Herzel,Shaked Naor,Ehud Karavani,Gideon Koren,Yaara Goldschmidt,Varda Shalev,Michal Rosen-Zvi,Michal Guindy +14 more
TL;DR: The algorithm, which combined machine-learning and deep-learning approaches, can be applied to assess breast cancer at a level comparable to radiologists and has the potential to substantially reduce missed diagnoses of breast cancer.
Proceedings ArticleDOI
Magnet: practical subscription clustering for Internet-scale publish/subscribe
TL;DR: Magnet as mentioned in this paper is a peer-to-peer publish/subscribe system which achieves efficient message distribution by dynamically organizing peers with similar subscriptions into dissemination structures which preserve locality in the subscription space.
Proceedings ArticleDOI
EquiCast: scalable multicast with selfish users
TL;DR: Equi-Cast is the first P2P multicast protocol that is formally proven to enforce cooperation in selfish environments and it is proved that EquiCast incurs a low constant load on each user.