77 citations · 242 across the 19 of their papers we have counts for
4 papers · 1 filter
Latency optimal storage and scheduling of replicated fragments for memory-constrained servers
Rooji Jinan, Ajay Badita, Pradeep Sarvepalli +1
We consider the setting of distributed storage system where a single file is subdivided into smaller fragments of same size which are then replicated with a common replication fact…
Load balancing policies without feedback using timed replicas
Rooji Jinan, Ajay Badita, Tejas Bodas +1
Dispatching policies such as the join shortest queue (JSQ), join smallest work (JSW) and their power of two variants are used in load balancing systems where the instantaneous queu…
Tracking an Auto-Regressive Process with Limited Communication per Unit Time
Rooji Jinan, Parimal Parag, Himanshu Tyagi
Samples from a high-dimensional AR[1] process are observed by a sender which can communicate only finitely many bits per unit time to a receiver. The receiver seeks to form an esti…
Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers
Serge Kas Hanna, Rawad Bitar, Parimal Parag +2
We consider the setting where a master wants to run a distributed stochastic gradient descent (SGD) algorithm on workers each having a subset of the data. Distributed SGD may s…