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Erasure coding for distributed storage: An overview
In a distributed storage system, code symbols are dispersed across space in nodes or
storage units as opposed to time. In settings such as that of a large data center, an important …
storage units as opposed to time. In settings such as that of a large data center, an important …
Private retrieval, computing, and learning: Recent progress and future challenges
Most of our lives are conducted in the cyberspace. The human notion of privacy translates
into a cyber notion of privacy on many functions that take place in the cyberspace. This …
into a cyber notion of privacy on many functions that take place in the cyberspace. This …
Fastsecagg: Scalable secure aggregation for privacy-preserving federated learning
S Kadhe, N Rajaraman, OO Koyluoglu… - ar** the training data on clients'
devices does not provide sufficient privacy, as the model parameters shared by clients can …
devices does not provide sufficient privacy, as the model parameters shared by clients can …
Speeding up distributed machine learning using codes
K Lee, M Lam, R Pedarsani… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Codes are widely used in many engineering applications to offer robustness against noise.
In large-scale systems, there are several types of noise that can affect the performance of …
In large-scale systems, there are several types of noise that can affect the performance of …
The capacity of private information retrieval
In the private information retrieval (PIR) problem, a user wishes to retrieve, as efficiently as
possible, one out of K messages from N non-communicating databases (each holds all K …
possible, one out of K messages from N non-communicating databases (each holds all K …
SoK of used cryptography in blockchain
The underlying fundaments of blockchain are cryptography and cryptographic concepts that
provide reliable and secure decentralized solutions. Although many recent papers study the …
provide reliable and secure decentralized solutions. Although many recent papers study the …
Erasure coding in windows azure storage
Windows Azure Storage (WAS) is a cloud storage system that provides customers the ability
to store seemingly limitless amounts of data for any duration of time. WAS customers have …
to store seemingly limitless amounts of data for any duration of time. WAS customers have …
Xoring elephants: Novel erasure codes for big data
Distributed storage systems for large clusters typically use replication to provide reliability.
Recently, erasure codes have been used to reduce the large storage overhead of three …
Recently, erasure codes have been used to reduce the large storage overhead of three …
A family of optimal locally recoverable codes
A code over a finite alphabet is called locally recoverable (LRC) if every symbol in the
encoding is a function of a small number (at most) other symbols. We present a family of …
encoding is a function of a small number (at most) other symbols. We present a family of …
The capacity of robust private information retrieval with colluding databases
Private information retrieval (PIR) is the problem of retrieving as efficiently as possible, one
out of K messages from N non-communicating replicated databases (each holds all K …
out of K messages from N non-communicating replicated databases (each holds all K …