88 citations · 349 across the 70 of their papers we have counts for
9 papers · 1 filter
Efficient Storage Schemes for Desired Service Rate Regions
Fatemeh Kazemi, Sascha Kurz, Emina Soljanin +1
A major concern in cloud/edge storage systems is serving a large number of users simultaneously. The service rate region is introduced recently as an important performance metric f…
Diversity/Parallelism Trade-off in Distributed Systems with Redundancy
Pei Peng, Emina Soljanin, Philip Whiting
As numerous machine learning and other algorithms increase in complexity and data requirements, distributed computing becomes necessary to satisfy the growing computational and sto…
Service Rate Region: A New Aspect of Coded Distributed System Design
Mehmet Aktas, Gauri Joshi, Swanand Kadhe +2
Erasure coding has been recognized as a powerful method to mitigate delays due to slow or straggling nodes in distributed systems. This work shows that erasure coding of data objec…
Quantum Information Processing: An Essential Primer
Emina Soljanin
Quantum information science is an exciting, wide, rapidly progressing, cross-disciplinary field, and that very nature makes it both attractive and hard to enter. In this primer, we…
Efficient Replication for Straggler Mitigation in Distributed Computing
Amir Behrouzi-Far, Emina Soljanin
Master-worker distributed computing systems use task replication in order to mitigate the effect of slow workers, known as stragglers. Tasks are grouped into batches and assigned t…
Data Freshness in Leader-Based Replicated Storage
Amir Behrouzi-Far, Emina Soljanin, Roy D. Yates
Leader-based data replication improves consistency in highly available distributed storage systems via sequential writes to the leader nodes. After a write has been committed by th…