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20102026
most citedPooling single-cell recordings: Scalable inference through heterogeneous kinetics

162 citations · 770 across the 73 of their papers we have counts for

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cs.PF2022★ 3 cited

Optimal Decision Making in Active Queue Management

Sounak Kar, Bastian Alt, Heinz Koeppl +1

Active Queue Management (AQM) aims to prevent bufferbloat and serial drops in router and switch FIFO packet buffers that usually employ drop-tail queueing. AQM describes methods to…

cs.PF2020

On the Throughput Optimization in Large-Scale Batch-Processing Systems

Sounak Kar, Robin Rehrmann, Arpan Mukhopadhyay +5

We analyze a data-processing system with clients producing jobs which are processed in \textit{batches} by parallel servers; the system throughput critically depends on the…

cs.PF2017

Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies

Wasiur R. KhudaBukhsh, Bastian Alt, Sounak Kar +2

Collaborative uploading describes a type of crowdsourcing scenario in networked environments where a device utilizes multiple paths over neighboring devices to upload content to a…

cs.PF2016★ 3 cited

A Generalized Performance Evaluation Framework for Parallel Systems with Output Synchronization

Wasiur R. KhudaBukhsh, Sounak Kar, Amr Rizk +1

Frameworks, such as MapReduce and Hadoop are abundant nowadays. They seek to reap benefits of parallelization, albeit subject to a synchronization constraint at the output. Fork-Jo…

cs.PF2016

Optimizing Stochastic Scheduling in Fork-Join Queueing Models: Bounds and Applications

Wasiur R. KhudaBukhsh, Amr Rizk, Alexander Frömmgen +1

Fork-Join (FJ) queueing models capture the dynamics of system parallelization under synchronization constraints, for example, for applications such as MapReduce, multipath transmis…