Meta deploys large-scale distributed storage services across datacenters. Storage applications are often categorized based on the type and temperature of the data stored: hot, ...
Presto is an open-source distributed SQL query engine that supports analytics workloads involving multiple exabyte-scale data sources. Presto is used for low-latency interactive...
RocksDB is an open-source storage engine widely used inside and outside of Meta. Historically, it was mainly used for storing data on local SSDs.
In this paper we develop the first principled solution for optimizing function layouts in the mobile space.
This paper focuses on this new class of ML workloads referred to as multi-task multi-model ML workloads, specifically in the context of extended reality for metaverse use cases.
In this work, we explore a “pre-train, and search” paradigm for efficient sharding.
This paper presents an application of these models in an actual data center in the United States with a successful prediction of the thermal behavior within 1 degree Fahrenheit...
This is the first work to report on inferential testing at scale in industry. Specifically, it reports the experience of automated testing of integrity systems at Meta. We built...
In this paper we highlight open research problems and challenges from an industrial perspective. This perspective draws on our experience at Meta Platforms, which has been...
This paper discusses challenges and techniques in optimizing HHVM performance for Meta’s web service.
