MapReduce: Simplified Data Processing on Large Clusters [USENIX OSDI 2004]
The Google File System [ACM SOSP 2003] (optional)
Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing [USENIX NSDI 2012]
The RAMCloud Storage System [ACM Transactions on Computer Systems] (optional)
The Case for RAMClouds: Scalable High-Performance Storage Entirely in DRAM [ACM SIGOPS Operating Systems Review] (optional)
Dryad: Distributed Data-Processing Programs from Sequential Building Blocks [ACM EuroSys 2007] (optional)
Paxos made simple [ACM SIGACT News 2001]
In Search of an Understandable Consensus Algorithm [USENIX ATC 2014]
Paxos Made Live - An Engineering Perspective (optional)
The Chubby Lock Service for Loosely-Coupled Distributed Systems [USENIX OSDI 2006] (optional)
ZooKeeper: Wait-free coordination for Internet-scale systems [USENIX ATC 2010] (optional)
Cloud Programming Simplified: A Berkeley View on Serverless Computing [Technical report]
InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache [USENIX FAST 2020]
In Search of a Fast and Efficient Serverless DAG Engine [PDSW 2019]
Serverless Computation with OpenLambda [USENIX HotCloud 2016] (optional)
Firecracker: Lightweight Virtualization for Serverless Applications [USENIX NSDI 2020] (optional)
Occupying the Cloud: Distributed Computing for the 99% [ACM SoCC 2017] (optional)
Encoding, Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads [USENIX NSDI 2017] (optional)
Dynamo: Amazon’s Highly Available Key-value Store [ACM SOSP 2007]
Scaling Memcache at Facebook [USENIX NSDI 2013]
Ray: A Distributed Framework for Emerging AI Applications [USENIX OSDI 2018]
Scaling Distributed Machine Learning with the Parameter Server [USENIX OSDI 2014] (optional)
TensorFlow: A System for Large-Scale Machine Learning [USENIX OSDI 2016] (optional)
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems (optional)
Large-scale cluster management at Google with Borg [ACM EuroSys 2015]
Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center [USENIX NSDI 2011]
The Datacenter as a Computer (optional)