Large-Scale Computing Frameworks & Testbeds

• Borg: the Next Generation (EuroSys'20)
• DeCaf: Diagnosing and Triaging Performance Issues in Large-Scale Cloud Services (ICSE'20)
• Large-scale cluster management at Google with Borg (EuroSys'15)
• Openstack Swift: Using, Administering, and Developing for Swift Object Storage (Joe Arnold'14)
• Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing (NSDI'12)
• Spark: Cluster Computing with Working Sets (HotCloud10)
• MapReduce: Simplified Data Processing on Large Clusters (OSDI'04)

Serverless Computing

• Wukong: A Scalable and Locality-Enhanced Framework for Serverless Parallel Computing (SoCC'20)
• Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider (ATC'20)
• Lambada: Interactive Data Analytics on Cold Data using Serverless Cloud Infrastructure (SIGMOD'20)
• Starling: A Scalable Query Engine on Cloud Functions (SIGMOD'20)
• Serverless Clusters: The Missing Piece for Interactive Batch Applications? (SPMA'20)
• Cloud Programming Simplified: A Berkeley View on Serverless Computing (Technical Report No. UCB/EECS-2019-3)
• Serverless Computing: One Step Forward, Two Steps Back (CIDR’19)
• Narrowing the Gap Between Serverless and its State with Storage Functions (SoCC'19)
• The Rise of Serverless Computing (CACM'19)
• Understanding Open Source Serverless Platforms:Design Considerations and Performance (WOSC'19)
• An Evaluation of Open Source Serverless Computing Frameworks (CloudCom'18)
• Serverless Computing: Design, Implementation, and Performance (ICDCSW'17)
• Serverless Computing: Current Trends and Open Problems (Research advances in cloud computing (pp. 1-20)'17)
• Pocket: Elastic Ephemeral Storage for Serverless Analytics (USENIX OSDI'18)
• Resource Management in Aurora Serverless (VLDB '24)
• What's the Story in EBS Glory: Evolutions and Lessons in Building Cloud Block Store (USENIX FAST'24)
• Understanding Ephemeral Storage for Serverless Analytics (USENIX ATC'18)

Edge Computing

• DART: A Scalable and Adaptive Edge Stream Processing Engine (USENIX ATC'21)
• Sharing and Caring of Data at the Edge (HotEdge'20)
• Edge Computing: Vision and Challenges (IEEE IOT Journal'16)

Testbeds

• Lessons Learned from the Chameleon Testbed (USENIX ATC'20)
• The Design and Operation of CloudLab (USENIX ATC'19)

Distributed Systems

• An Introduction to Distributed Systems by Kyle Kingsbury & Jepsen

Cloud Native Benchmarks

• An Open-Source Benchmark Suite for Microservices and Their Hardware-Software Implications for Cloud & Edge Systems (ASPLOS'19)