1.5k citations · 5.4k across the 45 of their papers we have counts for
48 papers
Using Deep Reinforcement Learning for mmWave Real-Time Scheduling
Barak Gahtan, Reuven Cohen, Alex M. Bronstein +1
We study the problem of real-time scheduling in a multi-hop millimeter-wave (mmWave) mesh. We develop a model-free deep reinforcement learning algorithm called Adaptive Activator R…
LB Scalability: Achieving the Right Balance Between Being Stateful and Stateless
Reuven Cohen, Matty Kadosh, Alan Lo +1
A high performance Layer-4 load balancer (LB) is one of the most important components of a cloud service infrastructure. Such an LB uses network and transport layer information for…
Response times of nodes in a complex network environment -- two potential derivation tracks
Chittaranjan Hens, Uzi Harush, Simcha Haber +2
The spread of perturbative signals in complex networks is governed by the combined effect of the network topology and its intrinsic nonlinear dynamics. Recently, the resulting spre…
Alternating quarantine for sustainable epidemic mitigation
Dror Meidan, Nava Schulmann, Reuven Cohen +4
Absent a drug or vaccine, containing epidemic outbreaks is achieved by means of social distancing, specifically mobility restrictions and lock-downs. Such measures impose a hurtful…
Distance Distribution in Extreme Modular Networks
Eitan Asher, Hillel Sanhedrai, Nagendra K. Panduranga +2
Modularity is a key organizing principle in real-world large-scale complex networks. Many real-world networks exhibit modular structures such as transportation infrastructures, com…
Optimal shattering of complex networks
Nicole Balashov, Reuven Cohen, Avieli Haber +2
We consider optimal attacks or immunization schemes on different models of random graphs. We derive bounds for the minimum number of nodes needed to be removed from a network such…