• My Patents (Google)
• My Computer Science Bibliographies (DBLP)
• My Computer Science Authors Profile
• My Google Scholoar
• My Microsoft Academic Profile

• SCI-HUB
• PapersWithCode
• A Guide to Python Machine Learning and Data Science Frameworks
• ICML 2018 Tutorial: Toward theoretical understanding of deep learning by Sanjeev Arora

• Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks (SOSP ’21-Huawei-simulating workloads)
  
  
• Thunderbolt: Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale (OSDI ’20-Google-hardware-agnostic power capping system)
• Shard Manager: A Generic Shard Management Framework for Geo-distributed Applications (SOSP ’21-FB-Shard management)
• Twine: A Unified Cluster Management System for Shared Infrastructure (OSDI ’20-FB-Container management)
• RAS: Continuously Optimized Region-Wide Datacenter Resource Allocation (SOSP ’21-FB-Resource allocation-HW Capacity reservation)
• Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing (OSDI ’14-Microsoft-big data jobs)

• "The Eight Fallacies of Distributed Computing" by Stephen Asbury
• The Anatomy of a Distributed System by QCon'17
• "google research distributed-systems-and-parallel-computing" ...
• Distributed Systems (UW) by Arvind Krishnamurthy


• uKharon: A Membership Service for Microsecond Applications
• ZooKeeper: Wait-free coordination for Internet-scale systems (ATC ’10)
• The Chubby lock service for loosely-coupled distributed systems (OSDI ’06-Google)


• Paxos by martinfowler
• Raft Demo
• Virtual consensus in Delos (FB, OSDI’2020)


• Algorithms you should know before you take system design interviews

• Designing and Operating Highly Available Software Systems at Scale
• SRE Best Practices for Capacity Management
• "google research software-systems" ...
• Proactive network operations: Network Intelligence Center ...

• Scaling Write-Intensive Key-Value Stores (Monkey, Dostoevsky, Wacky) ...
• Monkey (SIGMOD ’17 Harvard)
• SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data (VLDB ’17 CMU)


• Summarized learning notes: DDIA


• "google research data-management" ...


• Cache made consistent: Meta’s cache invalidation solution
• TAO: Facebook’s Distributed Data Store for the Social Graph (ATC ’13)
• Scaling Memcache at Facebook (NSDI ’13)
• FlightTracker: Consistency across Read-Optimized Online Stores at Facebook (OSDI ’20-FB-TAO)
• Read-your-write Consistency


• The Distributed Database Behind Twitter: MySQL->Cassandra->Manhattan


• Hive: A Petabyte Scale Data Warehouse Using Hadoop
• The Snowflake Elastic Data Warehouse
• Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google
• Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google (VLDB ’21)
• Presto: SQL on Everything
• Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics
• Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores
• Dremel: Interactive Analysis of Web-Scale Datasets
• Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases (SIGMOD'17)
• Amazon Redshift and the Case for Simpler Data Warehouses
• Amazon Redshift Re-invented (SIGMOD'22)


• Dynamo VS DynamoDB
• Dynamo: Amazon’s Highly Available Key-value Store
• Amazon DynamoDB: A Scalable, Predictably Performant, and Fully Managed NoSQL Database Service


• Data management design patterns by Azure

• LSM Tree
• Dissecting, Designing, and Optimizing LSM-based Data Stores (Tutorial at SIGMOD 2022)


• GFS -> Colossus
• Haystack (Haystack -> Warm Storage -> Tectonic -> )
• f4: Facebook’s Warm BLOB Storage System
• HDFS: The Hadoop Distributed File System
• Facebook's Tectonic Filesystem: Efficiency from Exascale
• Pelican: A Building Block for Exascale Cold Data Storage
• CRUSH: Controlled, Scalable, Decentralized Placement of Replicated Data
• RADOS: a scalable, reliable storage service for petabyte-scale storage
• Megastore: Providing Scalable, Highly Available Storage for Interactive Services
• The Design and Implementation of a Log-Structured File System
• The RAMCloud Storage System

• Computer Security Conference Ranking and Statistic by Guofei Gu
• Top Cyber Security Conferences Ranking by Jianying Zhou
• Networking Conferences Statistics by Kevin C. Almeroth