769
22 commits
updated Apr 10, 2025
Large-scale cluster management at Google with Borg (https://lnkd.in/gT7bG2SF)
Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing (https://lnkd.in/gEEdRmcD)
Apache Hadoop YARN: Yet Another Resource Negotiator (https://lnkd.in/g9SVx_Ft)
Twine: A Unified Cluster Management System for Shared Infrastructure (https://lnkd.in/gbnuqutm)
Additional May be Repeated articles will categorize later.
| Short Name | Title | Link | Extra links | |
|---|---|---|---|---|
| 1 | Apache Kafka | Kafka: A Distributed Messaging System for Log Processing | (https://notes.stephenholiday.com/Kafka.pdf) | |
| 2 | Apache Cassandra | Cassandra - A Decentralized Structured Storage System | (https://www.cs.cornell.edu/projects/ladis2009/papers/lakshman-ladis2009.pdf) | |
| 3 | Apache Flink | Apache Flink: Stream and Batch Processing in a Single Engine | (https://asterios.katsifodimos.com/assets/publications/flink-deb.pdf) | |
| 4 | Apache Spark | Spark: Cluster Computing with Working Sets | (https://www.usenix.org/legacy/event/hotcloud10/tech/full_papers/Zaharia.pdf) | |
| 5 | Apache Zookeeper | ZooKeeper: Wait-free coordination for Internet-scale systems | (https://www.usenix.org/legacy/event/atc10/tech/full_papers/Hunt.pdf) | |
| 6 | BigTable | Bigtable: A Distributed Storage System for Structured Data | (https://research.google.com/archive/bigtable-osdi06.pdf) | |
| 8 | Apache Impala | Apache Impala: A Modern, Open-Source SQL Engine for Hadoop | (https://www.cidrdb.org/cidr2015/Papers/CIDR15_Paper28.pdf) | |
| 9 | Apache Druid | Druid: A Real-time Analytical Data Store | (http://static.druid.io/docs/druid.pdf) | |
| 10 | Timer Wheel | Hashed and Hierarchical Timing Wheels | (http://www.cs.columbia.edu/~nahum/w6998/papers/sosp87-timing-wheels.pdf) | |
| 11 | MillWheel | MillWheel: Fault-Tolerant Stream Processing at Internet Scale | (https://research.google.com/pubs/archive/41378.pdf) | |
| 12 | Dynamo | Dynamo: Amazon’s Highly Available Key-value Store | (https://www.allthingsdistributed.com/files/amazon-dynamo-sosp2007.pdf) | |
| 13 | Google File System | The Google File System | (https://research.google.com/archive/gfs-sosp2003.pdf) | |
| 14 | MapReduce | MapReduce: Simplified Data Processing on Large Clusters | (https://research.google.com/archive/gfs-sosp2003.pdf) | |
| 15 | Spanner | Spanner: Google’s Globally-Distributed Database | (https://research.google.com/archive/spanner-osdi2012.pdf) | |
| 16 | Zab | Zab: High-performance broadcast forprimary-backup systems | (http://www.cs.cornell.edu/courses/cs6452/2012sp/papers/zab-ieee.pdf) | |
| 17 | Paxos | Paxos Made Simple | (https://lamport.azurewebsites.net/pubs/paxos-simple.pdf) | |
| 18 | Chubby | The Chubby lock service for loosely-coupled distributed systems | (https://research.google.com/archive/chubby-osdi06.pdf) | |
| 19 | Dremel | Dremel: Interactive Analysis of Web-Scale Datasets | (https://research.google/pubs/pub36632/) | |
| 20 | Megastore | Megastore:Providing Scalable, Highly Available Storage for Interactive Services | (https://research.google/pubs/pub36971.pdf) | |
| 21 | Raft | In Search of an Understandable Consensus Algorithm (Extended Version) | (https://raft.github.io/raft.pdf) | |
| 22 | Flexible Paxos | Flexible Paxos: Quorum Intersection Revisited | (https://arxiv.org/abs/1608.06696) | |
| 23 | Thrift | Thrift: Scalable Cross-Language Services Implementation | (https://thrift.apache.org/static/files/thrift-20070401.pdf) | |
| 24 | Maglev | Maglev: A Fast and Reliable Software Network Load Balancer | (https://research.google.com/pubs/archive/44824.pdf) | |
| 25 | LSM | The Log-Structured Merge-Tree (LSM-Tree) | (https://www.cs.umb.edu/~poneil/lsmtree.pdf) | |
| 26 | Chord | Chord: A Scalable Peer-to-peer Lookup Service for Internet Applications | (https://pdos.csail.mit.edu/papers/chord:sigcomm01/chord_sigcomm.pdf) | |
| 27 | Kademlia | Kademlia: A Peer-to-peer Information System Based on the XOR Metric | (https://www.scs.stanford.edu/~dm/home/papers/kpos.pdf) | |
| 28 | Mesa | Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing | (https://research.google/pubs/pub42851/ ) | |
| 29 | SCRIBE | SCRIBE: A large-scale and decentralized application-level multicast infrastructure | https://rowstron.azurewebsites.net/PAST/jsac.pdf | |
| 30 | PAST | Storage management and caching in PAST- A large-scale, persistent peer-to-peer storage utility | https://people.mpi-sws.org/~druschel/publications/PAST-hotos.pdf | |
| 31 | Pastry | Pastry: Scalable, decentralized object location and routing for large-scale peer-to-peer systems? | https://www.cs.cornell.edu/people/egs/615/pastry.pdf | |
| 32 | Linearizability | Linearizability: A Correctness Condition for Concurrent Objects | http://cs.brown.edu/~mph/HerlihyW90/p463-herlihy.pdf | |
| 33 | Time and Clocks | Time, Clocks, and the Ordering of Events in a Distributed System | http://lamport.azurewebsites.net/pubs/time-clocks.pdf | |
| 34 | CRDTs | CRDTs: Consistency without concurrency control | http://hal.archives-ouvertes.fr/docs/00/39/79/81/PDF/RR-6956.pdf | |
| 35 | Photon | Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams | https://research.google/pubs/pub41318/ | |
| 36 | TAO | TAO: Facebook’s Distributed Data Store for the Social Graph | https://www.usenix.org/system/files/conference/atc13/atc13-bronson.pdf | |
| 37 | Pregel | Pregel: A System for Large-Scale Graph Processing | https://15799.courses.cs.cmu.edu/fall2013/static/papers/p135-malewicz.pdf | |
| 38 | Dapper | Dapper: A-large-scale-distributed-tracing-infrastructure | https://research.google/pubs/pub36356.pdf | |
| 39 | Raft Refloated | Raft Refloated: Do We Have Consensus? | https://www.cl.cam.ac.uk/~ms705/pub/papers/2015-osr-raft.pdf | |
| 40 | Percolator | Large-scale Incremental Processing Using Distributed Transactions and Notifications | https://research.google/pubs/pub36726.pdf | |
| 41 | Monarch | Monarch: Google’s Planet-Scale In-Memory Time Series Database | https://research.google/pubs/pub50652/ | |
| 42 | Borg | Large-scale cluster management at Google with Borg | https://research.google/pubs/pub43438.pdf | |
| 43 | Borg - Next | Borg: the Next Generation | https://research.google/pubs/pub49065.pdf | |
| 44 | Amazon Aurora | Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases | https://web.stanford.edu/class/cs245/readings/aurora.pdf | |
| 45 | Gorilla | Gorilla: A Fast, Scalable, In-Memory Time Series Database | http://www.vldb.org/pvldb/vol8/p1816-teller.pdf | |
| 46 | HDFS | The Hadoop Distributed File System | https://storageconference.us/2010/Papers/MSST/Shvachko.pdf | |
| 47 | Autopilot | Autopilot: workload autoscaling at Google | https://dl.acm.org/doi/10.1145/3342195.3387524 | |
| 48 | Consistent hashing | Consistent hashing and random trees: distributed caching protocols for relieving hot spots on the World Wide Web | https://dl.acm.org/doi/pdf/10.1145/258533.258660 | |
| 49 | SEDA | SEDA: An Architecture for Well-Conditioned, Scalable Internet Services | http://www.sosp.org/2001/papers/welsh.pdf | |
| 50 | Bitcask | Bitcask: A Log-Structured Hash Table for Fast Key/Value Data | https://riak.com/assets/bitcask-intro.pdf | |
| 51 | DynamoDB | Amazon DynamoDB: A Scalable, Predictably Performant, and Fully Managed NoSQL Database Service | https://www.usenix.org/system/files/atc22-elhemali.pdf | |
| 52 | Isolation levels | A critique of ANSI SQL isolation levels | https://dl.acm.org/doi/pdf/10.1145/223784.223785 | |
| 54 | Deletable Bloom Filter | The deletable bloom filter | https://arxiv.org/pdf/1005.0352 | |
| 55 | Hash Coding | Space\Time Trade-offs in Hash Coding with Allowable Errors | https://dl.acm.org/doi/pdf/10.1145/362686.362692 | |
| 56 | Expedite Byzantine | Shifting Gears- Changing Algorithms on the Fly To Expedite Byzantine Agreement | https://www.sciencedirect.com/science/article/pii/089054019290035E | |
| 57 | Scalability cost | Scalability! But at what COST? | https://www.usenix.org/system/files/conference/hotos15/hotos15-paper-mcsherry.pdf | |
| 58 | Foundation DB | FoundationDB: A Distributed Unbundled Transactional Key Value Store | https://www.foundationdb.org/files/fdb-paper.pdf | |
| 59 | Monolith | Monolith: Real Time Recommendation System With Collisionless Embedding Table | https://arxiv.org/pdf/2209.07663 | |
| 60 | Memcache at Facebook | Scaling Memcache at Facebook | https://www.usenix.org/system/files/conference/nsdi13/nsdi13-final170_update.pdf | |
| 61 | MilliSampler | A microscopic view of bursts, buffer contention, and loss in data centers | https://dl.acm.org/doi/pdf/10.1145/3517745.3561430 | https://engineering.fb.com/2023/04/17/networking-traffic/millisampler-network-traffic-analysis/ |
| 62 | FlexiRaft | FlexiRaft: Flexible Quorums with Raft | https://www.cidrdb.org/cidr2023/papers/p83-yadav.pdf | |
| 63 | Minesweeper | Scalable Statistical Root Cause Analysis on AppTelemetry | https://arxiv.org/abs/2010.09974 | |
| 64 | Shard Manager | Shard Manager: A Generic Shard ManagementFramework for Geo-distributed Applications | ||
| 65 | FlumeJava | FlumeJava: Easy, Efficient Data-Parallel Pipelines | https://research.google/pubs/pub35650.pdf | |
| 66 | Heron | Twitter Heron: Stream Processing at Scale | https://dl.acm.org/doi/pdf/10.1145/2723372.2742788 | |
| 67 | Dataflow | The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in MassiveScale, Unbounded, OutofOrder Data Processing | https://research.google/pubs/pub43864.pdf | |
| 68 | Flink | State Management in Apache Flink | http://www.vldb.org/pvldb/vol10/p1718-carbone.pdf | |
| 69 | Dgraph | Dgraph: Synchronously Replicated, Transactional and Distributed Graph Database |
138 followers · starred Jun 2024
5 followers · starred Jan 2026
290 followers · starred Feb 2025
769
22 commits
updated Apr 10, 2025
Large-scale cluster management at Google with Borg (https://lnkd.in/gT7bG2SF)
Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing (https://lnkd.in/gEEdRmcD)
Apache Hadoop YARN: Yet Another Resource Negotiator (https://lnkd.in/g9SVx_Ft)
Twine: A Unified Cluster Management System for Shared Infrastructure (https://lnkd.in/gbnuqutm)
Additional May be Repeated articles will categorize later.
| Short Name | Title | Link | Extra links | |
|---|---|---|---|---|
| 1 | Apache Kafka | Kafka: A Distributed Messaging System for Log Processing | (https://notes.stephenholiday.com/Kafka.pdf) | |
| 2 | Apache Cassandra | Cassandra - A Decentralized Structured Storage System | (https://www.cs.cornell.edu/projects/ladis2009/papers/lakshman-ladis2009.pdf) | |
| 3 | Apache Flink | Apache Flink: Stream and Batch Processing in a Single Engine | (https://asterios.katsifodimos.com/assets/publications/flink-deb.pdf) | |
| 4 | Apache Spark | Spark: Cluster Computing with Working Sets | (https://www.usenix.org/legacy/event/hotcloud10/tech/full_papers/Zaharia.pdf) | |
| 5 | Apache Zookeeper | ZooKeeper: Wait-free coordination for Internet-scale systems | (https://www.usenix.org/legacy/event/atc10/tech/full_papers/Hunt.pdf) | |
| 6 | BigTable | Bigtable: A Distributed Storage System for Structured Data | (https://research.google.com/archive/bigtable-osdi06.pdf) | |
| 8 | Apache Impala | Apache Impala: A Modern, Open-Source SQL Engine for Hadoop | (https://www.cidrdb.org/cidr2015/Papers/CIDR15_Paper28.pdf) | |
| 9 | Apache Druid | Druid: A Real-time Analytical Data Store | (http://static.druid.io/docs/druid.pdf) | |
| 10 | Timer Wheel | Hashed and Hierarchical Timing Wheels | (http://www.cs.columbia.edu/~nahum/w6998/papers/sosp87-timing-wheels.pdf) | |
| 11 | MillWheel | MillWheel: Fault-Tolerant Stream Processing at Internet Scale | (https://research.google.com/pubs/archive/41378.pdf) | |
| 12 | Dynamo | Dynamo: Amazon’s Highly Available Key-value Store | (https://www.allthingsdistributed.com/files/amazon-dynamo-sosp2007.pdf) | |
| 13 | Google File System | The Google File System | (https://research.google.com/archive/gfs-sosp2003.pdf) | |
| 14 | MapReduce | MapReduce: Simplified Data Processing on Large Clusters | (https://research.google.com/archive/gfs-sosp2003.pdf) | |
| 15 | Spanner | Spanner: Google’s Globally-Distributed Database | (https://research.google.com/archive/spanner-osdi2012.pdf) | |
| 16 | Zab | Zab: High-performance broadcast forprimary-backup systems | (http://www.cs.cornell.edu/courses/cs6452/2012sp/papers/zab-ieee.pdf) | |
| 17 | Paxos | Paxos Made Simple | (https://lamport.azurewebsites.net/pubs/paxos-simple.pdf) | |
| 18 | Chubby | The Chubby lock service for loosely-coupled distributed systems | (https://research.google.com/archive/chubby-osdi06.pdf) | |
| 19 | Dremel | Dremel: Interactive Analysis of Web-Scale Datasets | (https://research.google/pubs/pub36632/) | |
| 20 | Megastore | Megastore:Providing Scalable, Highly Available Storage for Interactive Services | (https://research.google/pubs/pub36971.pdf) | |
| 21 | Raft | In Search of an Understandable Consensus Algorithm (Extended Version) | (https://raft.github.io/raft.pdf) | |
| 22 | Flexible Paxos | Flexible Paxos: Quorum Intersection Revisited | (https://arxiv.org/abs/1608.06696) | |
| 23 | Thrift | Thrift: Scalable Cross-Language Services Implementation | (https://thrift.apache.org/static/files/thrift-20070401.pdf) | |
| 24 | Maglev | Maglev: A Fast and Reliable Software Network Load Balancer | (https://research.google.com/pubs/archive/44824.pdf) | |
| 25 | LSM | The Log-Structured Merge-Tree (LSM-Tree) | (https://www.cs.umb.edu/~poneil/lsmtree.pdf) | |
| 26 | Chord | Chord: A Scalable Peer-to-peer Lookup Service for Internet Applications | (https://pdos.csail.mit.edu/papers/chord:sigcomm01/chord_sigcomm.pdf) | |
| 27 | Kademlia | Kademlia: A Peer-to-peer Information System Based on the XOR Metric | (https://www.scs.stanford.edu/~dm/home/papers/kpos.pdf) | |
| 28 | Mesa | Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing | (https://research.google/pubs/pub42851/ ) | |
| 29 | SCRIBE | SCRIBE: A large-scale and decentralized application-level multicast infrastructure | https://rowstron.azurewebsites.net/PAST/jsac.pdf | |
| 30 | PAST | Storage management and caching in PAST- A large-scale, persistent peer-to-peer storage utility | https://people.mpi-sws.org/~druschel/publications/PAST-hotos.pdf | |
| 31 | Pastry | Pastry: Scalable, decentralized object location and routing for large-scale peer-to-peer systems? | https://www.cs.cornell.edu/people/egs/615/pastry.pdf | |
| 32 | Linearizability | Linearizability: A Correctness Condition for Concurrent Objects | http://cs.brown.edu/~mph/HerlihyW90/p463-herlihy.pdf | |
| 33 | Time and Clocks | Time, Clocks, and the Ordering of Events in a Distributed System | http://lamport.azurewebsites.net/pubs/time-clocks.pdf | |
| 34 | CRDTs | CRDTs: Consistency without concurrency control | http://hal.archives-ouvertes.fr/docs/00/39/79/81/PDF/RR-6956.pdf | |
| 35 | Photon | Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams | https://research.google/pubs/pub41318/ | |
| 36 | TAO | TAO: Facebook’s Distributed Data Store for the Social Graph | https://www.usenix.org/system/files/conference/atc13/atc13-bronson.pdf | |
| 37 | Pregel | Pregel: A System for Large-Scale Graph Processing | https://15799.courses.cs.cmu.edu/fall2013/static/papers/p135-malewicz.pdf | |
| 38 | Dapper | Dapper: A-large-scale-distributed-tracing-infrastructure | https://research.google/pubs/pub36356.pdf | |
| 39 | Raft Refloated | Raft Refloated: Do We Have Consensus? | https://www.cl.cam.ac.uk/~ms705/pub/papers/2015-osr-raft.pdf | |
| 40 | Percolator | Large-scale Incremental Processing Using Distributed Transactions and Notifications | https://research.google/pubs/pub36726.pdf | |
| 41 | Monarch | Monarch: Google’s Planet-Scale In-Memory Time Series Database | https://research.google/pubs/pub50652/ | |
| 42 | Borg | Large-scale cluster management at Google with Borg | https://research.google/pubs/pub43438.pdf | |
| 43 | Borg - Next | Borg: the Next Generation | https://research.google/pubs/pub49065.pdf | |
| 44 | Amazon Aurora | Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases | https://web.stanford.edu/class/cs245/readings/aurora.pdf | |
| 45 | Gorilla | Gorilla: A Fast, Scalable, In-Memory Time Series Database | http://www.vldb.org/pvldb/vol8/p1816-teller.pdf | |
| 46 | HDFS | The Hadoop Distributed File System | https://storageconference.us/2010/Papers/MSST/Shvachko.pdf | |
| 47 | Autopilot | Autopilot: workload autoscaling at Google | https://dl.acm.org/doi/10.1145/3342195.3387524 | |
| 48 | Consistent hashing | Consistent hashing and random trees: distributed caching protocols for relieving hot spots on the World Wide Web | https://dl.acm.org/doi/pdf/10.1145/258533.258660 | |
| 49 | SEDA | SEDA: An Architecture for Well-Conditioned, Scalable Internet Services | http://www.sosp.org/2001/papers/welsh.pdf | |
| 50 | Bitcask | Bitcask: A Log-Structured Hash Table for Fast Key/Value Data | https://riak.com/assets/bitcask-intro.pdf | |
| 51 | DynamoDB | Amazon DynamoDB: A Scalable, Predictably Performant, and Fully Managed NoSQL Database Service | https://www.usenix.org/system/files/atc22-elhemali.pdf | |
| 52 | Isolation levels | A critique of ANSI SQL isolation levels | https://dl.acm.org/doi/pdf/10.1145/223784.223785 | |
| 54 | Deletable Bloom Filter | The deletable bloom filter | https://arxiv.org/pdf/1005.0352 | |
| 55 | Hash Coding | Space\Time Trade-offs in Hash Coding with Allowable Errors | https://dl.acm.org/doi/pdf/10.1145/362686.362692 | |
| 56 | Expedite Byzantine | Shifting Gears- Changing Algorithms on the Fly To Expedite Byzantine Agreement | https://www.sciencedirect.com/science/article/pii/089054019290035E | |
| 57 | Scalability cost | Scalability! But at what COST? | https://www.usenix.org/system/files/conference/hotos15/hotos15-paper-mcsherry.pdf | |
| 58 | Foundation DB | FoundationDB: A Distributed Unbundled Transactional Key Value Store | https://www.foundationdb.org/files/fdb-paper.pdf | |
| 59 | Monolith | Monolith: Real Time Recommendation System With Collisionless Embedding Table | https://arxiv.org/pdf/2209.07663 | |
| 60 | Memcache at Facebook | Scaling Memcache at Facebook | https://www.usenix.org/system/files/conference/nsdi13/nsdi13-final170_update.pdf | |
| 61 | MilliSampler | A microscopic view of bursts, buffer contention, and loss in data centers | https://dl.acm.org/doi/pdf/10.1145/3517745.3561430 | https://engineering.fb.com/2023/04/17/networking-traffic/millisampler-network-traffic-analysis/ |
| 62 | FlexiRaft | FlexiRaft: Flexible Quorums with Raft | https://www.cidrdb.org/cidr2023/papers/p83-yadav.pdf | |
| 63 | Minesweeper | Scalable Statistical Root Cause Analysis on AppTelemetry | https://arxiv.org/abs/2010.09974 | |
| 64 | Shard Manager | Shard Manager: A Generic Shard ManagementFramework for Geo-distributed Applications | ||
| 65 | FlumeJava | FlumeJava: Easy, Efficient Data-Parallel Pipelines | https://research.google/pubs/pub35650.pdf | |
| 66 | Heron | Twitter Heron: Stream Processing at Scale | https://dl.acm.org/doi/pdf/10.1145/2723372.2742788 | |
| 67 | Dataflow | The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in MassiveScale, Unbounded, OutofOrder Data Processing | https://research.google/pubs/pub43864.pdf | |
| 68 | Flink | State Management in Apache Flink | http://www.vldb.org/pvldb/vol10/p1718-carbone.pdf | |
| 69 | Dgraph | Dgraph: Synchronously Replicated, Transactional and Distributed Graph Database |
138 followers · starred Jun 2024
5 followers · starred Jan 2026
290 followers · starred Feb 2025