https://developer.paypal.com/docs/platforms/develop/idempotency/. https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-regions-availability-zones.html. Designing Data-Intensive Applications. System Design Interview - An Insider's Guide: Volume 2 Alex Xu, Sahn Lam 4.43 120 ratings15 reviews Genres ProgrammingTechnologyComputer ScienceSoftwareTechnical ArchitectureDesign .more 424 pages, Paperback Published January 1, 2022 Book details & editions About the author Alex Xu 6 books42 followers Ratings Reviews Friends & Following [13] mmap. OReilly Media, 2017. Before you start Complete System Design Interview: An Insiders Guide PDF by Alex Xu Download, you can read below technical ebook details: If you are still wondering how to get free PDF of book System Design Interview: An Insiders Guide by Alex Xu. . [2] Map tiles by Stamen Design. GRAB YOUR COPY OF SYSTEM DESIGN INTERVIEW. [10] Redis sink. 188 diagrams to visually explain how different systems work. OReilly Media, 2017. Decision binding right choice with key players each with varying ego, objectives and goals is where effort cycles are spent. https://www.youtube.com/watch?v=Q5kVuM7zEUI. [7] Optimistic concurrency control. https://developer.squareup.com/blog/books-an-immutable-double-entry-accounting-database-service/. A 4-step framework for solving any system design interview question. This book is a good way to communicate these decisions in a structured, objective and somewhat universal language to both technical and executive leadership. https://www.confluent.io/blog/kafka-connect-deep-dive-error-handling-dead-letter-queues/. https://debezium.io/. Table Of Contents Chapter 1: Scale From Zero To Millions Of Users Chapter 2: Back-of-the-envelope Estimation Chapter 3: A Framework For System Design Interviews Chapter 4: Design A Rate Limiter Chapter 5: Design Consistent Hashing Chapter 6: Design A Key-value Store Chapter 7: Design A Unique Id Generator In Distributed Systems Chapter 8: Design A Url Shortener Chapter 9: Design A Web Crawler Chapter 10: Design A Notification System Chapter 11: Design A News Feed System Chapter 12: Design A Chat System Chapter 13: Design A Search Autocomplete System Chapter 14: Design Youtube Chapter 15: Design Google Drive Chapter 16: The Learning Continues. Just cutting one star as received a few pages torn. [13] Paxos. The 4-step process to tackling system design questions. https://en.wikipedia.org/wiki/Reed%E2%80%93Solomon_error_correction. [11] Schema design for time-series data | Cloud Bigtable Documentation. https://www.movable-type.co.uk/scripts/geohash.html. Do a search to find mirrors if no download links or dead links. https://www.youtube.com/watch?v=5EXGCSzzQak&t=2173s. [1] LMAX exchange was famous for its open-source Disruptor. [18] Quadtree. https://en.wikipedia.org/wiki/Cryptographic_nonce. [15] Consistent hashing. https://kafka.apache.org/20/documentation.html#consumerconfigs. Available File Formats: PDF AZW3 DOCX EPUB MOBI TXT or Kindle audiobook Audio CD(Several files can be converted to each other) [14] Kafka mirroring. https://hadoop.apache.org/docs/r1.2.1/hdfs_design.html. https://en.wikipedia.org/wiki/Inverted_index. Good book covering the common system design questions. 2. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. [1] Datadog. This book should be accessible to readers who have a basic understanding of distributed systems. https://prometheus.io/blog/2016/07/23/pull-does-not-scale-or-does-it/. [28] Cache line padding. https://ci.apache.org/projects/flink/flink-docs-release-1.13/docs/deployment/resource-providers/yarn/. [28] MongoDB. [29] Scaling Airbnbs Payment Platform. System design interviews can feel intimidating, and having a framework on how to navigate them can help you feel more in control. https://en.wikipedia.org/wiki/MIME. I'm not sure what this book (Volume 2) is about. [26] Gorilla. https://db-engines.com/en/ranking/search+engine. [4] HKEX daily trading volume. https://www.section.io/engineering-education/understanding-map-reduce-in-hadoop/. Buy the book from his site. https://docs.mongodb.com/manual/tutorial/build-a-2d-index/. https://www.elastic.co/guide/en/elasticsearch/reference/1.6/mapping-geo-shape-type.html. [27] Advanced Technologies for Detecting and Preventing Fraud at Uber. https://www.influxdata.com/blog/why-were-building-flux-a-new-data-scripting-and-query-language/. https://en.wikipedia.org/wiki/Man-in-the-middle_attack. [2] Google Maps Platform. [1] Number of Active Gmail Users. [16] Google Maps 101: How AI helps predict traffic and determine routes. https://www.youtube.com/watch?v=hzxytnPcAUM. 999.00 1 Used from 5,359.14 13 New from 999.00. Fundamentally, designing a system is not the most difficult part in engineering software. Disclaimer: EBOOKEE is a search engine of ebooks on the Internet (4shared Mediafire Rapidshare) and does not upload or store any files on its server. 10 months ago. [22] Monitoring Architecture. [3] How Many Emails Are Sent Per Day in 2021? [1] Man-in-the-middle attack. [17] Geohash. Paperback. This website does not store any files on its server. [26] Md5. [20] HDFS. https://en.wikipedia.org/wiki/HMAC. http://opentsdb.net/. https://www.yelp.com/. https://en.wikipedia.org/wiki/DomainKeys_Identified_Mail. This book provides a step-by-step framework on how to tackle a system design question. https://james.apache.org/. [10] inode. [5] All of the Worlds Stock Exchanges by Size. [5] ZooKeeper. Each spans about 30 pages with clearly drawn workflow diagram, high level design (e.g., API stubs, push vs. pull, choice of data store etc), BOTE calculation to plan throughput/capacity, bullet-pointed wrap up, a one-page mind map of the design and reasonably exhaustive index of useful reference materials.Particularly impressive is the way authors have (a) briefly introduced key, but slightly less mainstream concepts like HdrHistorgram, Hamilton Curve, FIX protocol, Secure-ID etc, and (b) discussed possible alternative solutions (e.g., TC/C vs. Saga for distributed transactions), where applicable. [1] Fibre channel. https://en.wikipedia.org/wiki/Reliable_User_Datagram_Protocol. An insiders take on what interviewers really look for and why. https://cwiki.apache.org/confluence/display/CASSANDRA2/CassandraLimitations. A tag already exists with the provided branch name. I used two books, Systems Design Interview by Alex Xu, and DDIA as someone else mentioned on here. [24] Hilbert mapping. Paperback. https://deliveryimages.acm.org/10.1145/1570000/1563874/jacobs3.jpg. [13] R-tree. If there is no version you need, it is recommended to use the file format converter to read after conversion. https://www.investopedia.com/terms/d/dark-pool.asp. Product Details. @sahnlam. A little background: I've been consistently posting on LinkedIn for 7 months now. https://aws.amazon.com/s3/sla/. https://www.splunk.com/. [17] mmap. Copyright Disclaimer : [20] Warming up dedicated IP addresses. That's how I got it. [17] End-to-end Exactly-once Aggregation Over Ad Streams. https://microservices.io/patterns/data/saga.html. File Size: 84 MB The book covers a lot of breadth without going much in-depth into any of the topics. In Designing Data-Intensive Applications, pages 151197. https://en.wikipedia.org/wiki/Base32. [11] Directions API. To receive new posts and support my work, consider becoming a free or paid subscriber. [13] Saga. https://en.wikipedia.org/wiki/Hilbert_curve. Proximity Service [1] Yelp. [15] Base32. The system design interviewis considered to be the most complex and most difficult technical job interview by many. https://www.cmegroup.com/trading/colocation/co-location-services.html. A picture is worth a thousand words and this book has beautifully used illustrations to convey the concepts. https://hadoop.apache.org/. https://medium.com/google-design/google-maps-cb0326d165f5. [7] Books, an immutable double-entry accounting database service. Follow me (Alex Xu) on LinkedIn or Twitter, or subscribe to my newsletter to receive updates: https://bit.ly/3FEGliw. [3] gRPC. [9] Regions and Zones. Thanks, You could just Google it. [2] ApacheZooKeeper-Wikipedia.https://en.wikipedia.org/wiki/Apache_ZooKeeper. [28] General Data Protection Regulation. [8] Big Data. Stream Processing. https://partners-intl.aliyun.com/help/doc-detail/43349.htm. http://hdrhistogram.org/. https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/GSI.html. https://en.wikipedia.org/wiki/Payment_Card_Industry_Data_Security_Standard. https://github.com/redis/redis/blob/unstable/src/t_zset.c. The book resources of the whole station are collected and sorted by netizens and uploaded to cloud disk, high-definition text scanning version and full-text free version. [24] Erasure Coding Demystified. System design interviews are the most difficult to tackle of all technical interview questions. [23] Push vs Pull in Monitoring Systems. https://en.wikipedia.org/wiki/Serial_Attached_SCSI. https://developer.atlassian.com/server/confluence/pagination-in-the-rest-api/. I was thinking of volume 1. https://tools.ietf.org/id/draft-ietf-jmap-websocket-07.html#RFC7692. System Design Interview: An Insider's Guide FORWARD CHAPTER 1: SCALE FROM ZERO TO MILLIONS OF USERS CHAPTER 2: BACK-OF-THE-ENVELOPE ESTIMATION CHAPTER 3: A FRAMEWORK FOR SYSTEM DESIGN INTERVIEWS CHAPTER 4: DESIGN A RATE LIMITER CHAPTER 5: DESIGN CONSISTENT HASHING CHAPTER 6: DESIGN A KEY-VALUE STORE CHAPTER 7: DESIGN A UNIQUE ID GENERATOR IN https://grpc.io/. It covers a different set of system design interview questions and solutions. @alexxubyte *BIG* announcement: My new book System Design Interview - An Insider's Guide (Volume 2) will be available on Amazon soon! Free Download PDF AZW3 DOCX EPUB MOBI TXT, System Design Interview An Insiders Guide (Volume 2)This book can be seen as a sequel to the book: System Design Interview An Insiders Guide. System Design Interview - An Insider's Guide (Paperback, Alex Xu) 4.2 702 Ratings & 45 Reviews 1,050 i Hurry, Only a few left! [17] Hashed and hierarchical timing wheels. https://en.wikipedia.org/wiki/ISO_4217. [3] OpenStreetMap. [30] Email safety. CHAPTER 2: BACK-OF-THE-ENVELOPE ESTIMATIONHA SLA: azure awsoutage: Twitter QPS+Storage: CHAPTER 3: A FRAMEWORK FOR SYSTEM DESIGN INTERVIEWSthings to avoid during a sys design interview: 1) [8] Threading. [4] Booking.com iOS app. https://bit.ly/3r3AEUD. The second book is as fun and polished as the first one. Please. Please download the corresponding format files as needed. [29] Lawful interception. [18] Ad traffic quality. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. https://prometheus.io/docs/introduction/overview/. [21] Pull doesnt scale - or does it? [15] ETAs with GNNs. This could be a one- or two- week long crash course in how to scale system. [9] A brief introduction to BEAM. [4] Elastic stack. [7] Market impact. https://support.google.com/google-ads/answer/2615875?hl=en. 16 real system design interview questions with detailed solutions. https://en.wikipedia.org/wiki/GallPeters_projection. [19] How many leaves has a quadtree. https://blog.twitter.com/engineering/en_us/a/2012/distributed-systems-tracing-with-zipkin.html. [24] Pushgateway. https://en.wikipedia.org/wiki/R-tree. [29] NACK-Oriented Reliable Multicast. https://blog.google/products/maps/google-maps-101-how-ai-helps-predict-traffic-and-determine-routes/. Microsoft. [30] Geo Shape Type. [11] POSTGIS. https://en.wikipedia.org/wiki/Quadtree. https://en.wikipedia.org/wiki/Idempotence. [13] Inverted index. $35.42. There are many important components (CAP, Load balancers, DNS, Availability, Consistent Hashing, TCP/IP etc.) Whats inside? We will delete the relevant link or content immediately. [24] Domain-based Message Authentication, Reporting & Conformance. [21] Improved Location Caching with Quadtrees. This book covers some of the most important topics in todays software industry and provides cutting-edge designs in a well-defined structure.Being an engineering manager and technical architect, I have interviewed 100+ engineers for many years, and successful candidates nail each individual section as structured in the book whether it is about asking relevant questions, giving proper back-of-the-envelope estimation, giving high-level design of APIs/databases, detailed design or even identifying bottlenecks and solve for them. Just ordered Alexs first book!Contents -SDI-Vol 2 has 13 chapters, on how to design Proximity Service (TenCent influenced), Nearby Friends (Amazon), Distributed Message Queue, Real-time Gaming Leaderboard, Payments Engine, Digital Wallet and a few more. [12] Cartesian tiers. [3] OLAP functions. It also includes many real-world examples to illustrate a systematic approach, with detailed and well-explained steps you can follow.Whats inside?- An insiders take on what interviewers really look for and why.- A 4-step framework for solving any system design interview question.- 13 real system design interview questions with detailed solutions.- 300+ diagrams to visually explain how different systems work.Table of ContentsChapter 1: Proximity ServiceChapter 2: Nearby FriendsChapter 3: Google MapsChapter 4: Distributed Message QueueChapter 5: Metrics MonitoringChapter 6: Ad Click Event AggregationChapter 7: Hotel ReservationChapter 8: Distributed Email ServiceChapter 9: S3-like Object StorageChapter 10: Real-time Gaming LeaderboardChapter 11: Payment SystemChapter 12: Digital WalletChapter 13: Stock Exchange, Alex Xu https://www.yugabyte.com/. [10] DAG model. 8fcf0c6 on May 5, 2022. set of system design interview questions and solutions. https://www.slideshare.net/areyouok/06-qq-5431919. System Design Interview - An Insider's Guide: Volume 2 by Alex Xu (Author), Sahn Lam (Author) 913 ratings #1 Best Seller in Web Services See all formats and editions Paperback $34.00 - $35.42 6 Used from $27.19 5 New from $27.50 System Design Interview - An Insider's Guide (Volume 2) https://giedrius.blog/2019/05/11/push-vs-pull-in-monitoring-systems/. https://developers.google.com/maps/documentation/places/web-service/search. The Architecture of Open Source Applications (Volume 2): Scalable Web Architecture and Distributed Systems An article about some of the key issues to . https://cloud.google.com/functions. PayPal, Go to company page Free delivery worldwide . 2007-2010, Copyright www.ebookee.net | Terms and Privacy | DMCA | Contact us | Advertise on this site, System Design Interview - An Insider's Guide (Volume 2). You can buy the System Design Interview - An Insider's Guide: Volume 2 book at one of 20+ online bookstores with BookScouter, the website that helps find the best deal across the web. http://money.visualcapitalist.com/all-of-the-worlds-stock-exchanges-by-size/. This volume provides a reliable strategy and knowledge base for . https://en.wikipedia.org/wiki/3-D_Secure. System Design Interview - An insider's guide Kindle Edition by Alex Xu (Author) Format: Kindle Edition 2,278 ratings #1 Best Seller in Web Services & APIs See all formats and editions Kindle $38.17 Read with Our Free App Paperback $35.99 - $38.17 12 Used from $32.26 2 New from $38.17 Great on Kindle Great Experience. https://en.wikipedia.org/wiki/IOPS. Arista Networks, Go to company page [2] TPC-E Top Price/Performance Results. At times, it reads like a condensed version of Martin Kleppmanns' book due to the sheer number of references. . https://azure.microsoft.com/en-us/services/functions/. I looked it up, and it looks like there's a torrent of pdf files that essentially has the same content as the book when I compared it with the preview. In Designing Data-Intensive Applications. This item: System Design Interview - An Insider's Guide: Volume 2 by Alex Xu Paperback $39.80 System Design Interview - An insider's guide by Alex Xu Paperback $50.96 Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann Paperback $67.27 [14] Global map in a Geographic Coordinate Reference System. [19] Graphite. While the first really was focused on SD interview, this one tries to cover a lot of theory in every chapter. http://tpc.org/tpce/results/tpce_price_perf_results5.asp?resulttype=all. https://en.wikipedia.org/wiki/YAML. [9] Debizium. [8] Amazon S3 Service Level Agreement. [8] SAGAS, HectorGarcia-Molina. [14] Raft. [7] AWSCLIlscommand.https://docs.aws.amazon.com/cli/latest/reference/s3/ls.html. 188 diagrams to visually explain how different systems work. [5] LanguageManual ORC. Although reading Volume 1 is helpful, it is not required. [5] Build a real-time gaming leaderboard with Amazon ElastiCache for Redis. [11] CQRS. System Design Interview - An Insider's Guide: Volume 2. by Alex Xu Paperback . https://en.wikipedia.org/wiki/Exponential_backoff. https://partners-intl.aliyun.com/help/doc-detail/29543.htm. Of course, we may also store backup files in other cloud content management service platforms such as Amazon cloud drive, pcloud, mega, mediafire and box. https://cloud.spring.io/spring-cloud-zookeeper/1.2.x/multi/multi_spring-cloud-zookeeper-discovery.html. Designing Data-Intensive Applications. https://towardsdatascience.com/kafka-no-longer-requires-zookeeper-ebfbf3862104. [6] Optimistic and pessimistic record locking. [15] InfluxDB. https://play.grafana.org/. :https://blog.twitter.com/engineering/en_us/topics/infrastructure/2019/metricsdb.html. This book provides practical, well-thought-through, beautifully written solutions.The links/references at the end I have found super helpful too. It covers 75 topics and has 158 pages! [21] Rack. [11] Monolithic Architecture. e.g., Payment Systems do not usually have a problem of scale. Although reading Volume 1 is helpful, it is not required. This book should be accessible to readers who have a basic . [13] Amazon Timestream. Throughout all the chapters, the author uses the same 4-step process to explain how to design the particular system. https://en.wikipedia.org/wiki/Advanced_Message_Queuing_Protocol. [30] Payments Integration at Uber: A Case Study Gergely Orosz. [20] Data Durability Calculation. https://en.wikipedia.org/wiki/Optimistic_concurrency_control. [24] Druid. Reading Now at : https://happyreadingebook.club/?book= Download System Design Interview: An Insider's Guide Full Edition,Full Version,Full Book by Alex Xu [PDF . The system design interview is considered to be the most complex and most difficult technical job interview by many. But since it covers more advanced topics, experienced developers are likely to learn more from volume 2. [29] TIMEUUID. The system design interview series is a great balance between technical depth and practical use. [11] Cephs Rados Gateway. https://bit.ly/30ytSfG. $30.48. https://en.wikipedia.org/wiki/Reverse_proxy. https://eng.uber.com/india-payments/. 26. My bad. It includes many real-world examples to illustrate the systematic approach with detailed steps that you can follow. [22] Raft. [2] Splunk. If youre familiar with core concepts like Nearest-N neighbors, distributed time-series database, different aggregation windows streaming, Hotspot shard, idempotency and immutability in strongly consistent systems, write-ahead log etc but have not used most of them in real life, this book offers a quick walkthrough of systems where it gets used, and how. [23] YogabyteDB. [18] Advanced Message Queuing Protocol. https://raft.github.io/. You can go to those links, read them if you want to drill even further down on any topic. [23] Designing for Understandability: the Raft Consensus Algorithm. https://docs.aws.amazon.com/ses/latest/dg/dedicated-ip-warming.html. . https://en.wikipedia.org/wiki/Adjacency_list. [31] Geosharded Recommendations Part 1: Sharding Approach. Click on below buttons to start Download System Design Interview: An Insiders Guide by Alex Xu PDF without registration. [6] Parquet. [18] Idempotence. [32] Get the last known location. It's beginner-friendly. https://www.sqlite.org/index.html. I have tried a few other books and websites but others are either too theoretical or dont have the quality content that this book has, having been written by experienced engineers and architects.This is a must-have book for anyone pursuing a backend engineering career, and glad to be owning and reading this book. Can someone send me both the pdfs please?? . [13] Apache Flink. https://s2.sidewalklabs.com/regioncoverer/. [9] Eric Evans. [21] 2018 Data Breach Investigations Report. https://www.pagerduty.com/. https://eng.uber.com/real-time-exactly-once-ad-event-processing/. https://en.wikipedia.org/wiki/Erasure_code. https://deliveryimages.acm.org/10.1145/1570000/1563874/jacobs3.jpg. It is an excellent read for anyone looking to learn how large scale systems work. https://db-engines.com/en/ranking/time+series+dbms. https://en.wikipedia.org/wiki/Market_impact. This books publish date is Mar 11, 2022 and it has a suggested retail price of $40.00. https://s2geometry.io/. [23] DomainKeys Identified Mail. Currently, the best offer comes from and is $ for the . mc mid level - senior, mun i su v l thuyt c th hc kha distributed system ca Kleppmann v cun DDIA ca Kleppmann. https://www.influxdata.com/. https://www.chargebee.com/blog/optimize-online-billing-stop-online-fraud/. It is a continuation of the system design interview book series. https://en.wikipedia.org/wiki/Sender_Policy_Framework. Get help and learn more about the design. They are also great. https://aws.amazon.com/cloudwatch/. [3] Server Message Block. System Design Interview - An Insider's Guide (Volume 2) This book can be seen as a sequel to the book: System Design Interview - An Insider's Guide. https://redis.io/topics/pubsub. [23] ReedSolomon error correction. [25] Building Applications with Serverless Architectures. https://kafka.apache.org/. https://engblog.yext.com/post/geolocation-caching. [3] ISO 4217 CURRENCY CODES. Ships from and sold by Amazon.com. [12] grpc. https://datatracker.ietf.org/doc/html/rfc6154. Alex Xu. We are committed to sharing all kinds of e-books, learning resources, collection and packaging, reading notes and impressions. Good follow-up from the first version. [5] ActiveSync. https://nightlies.apache.org/flink/flink-docs-master/docs/dev/table/tuning/. https://en.wikipedia.org/wiki/Serializability. [8] OpenTSDB - A Distributed, Scalable Monitoring System. We only index and link to the content provided by other websites. https://en.wikipedia.org/wiki/General_Data_Protection_Regulation, https://en.wikipedia.org/wiki/California_Consumer_Privacy_Act, https://developer.atlassian.com/server/confluence/pagination-in-the-rest-api/, https://developers.google.com/maps/documentation/places/web-service/search, https://www.yelp.com/developers/documentation/v3/business_search, https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-regions-availability-zones.html, http://www.nsshutdown.com/projects/lucene/whitepaper/locallucene_v2.html, https://www.movable-type.co.uk/scripts/geohash.html, https://stackoverflow.com/questions/35976444/how-many-leaves-has-a-quadtree, https://martinfowler.com/bliki/BlueGreenDeployment.html, https://engblog.yext.com/post/geolocation-caching, https://en.wikipedia.org/wiki/Hilbert_curve, http://bit-player.org/extras/hilbert/hilbert-mapping.html, https://s2.sidewalklabs.com/regioncoverer/, https://docs.mongodb.com/manual/tutorial/build-a-2d-index/, https://www.youtube.com/watch?v=cSFWlF96Sds&t=2155s, https://www.elastic.co/guide/en/elasticsearch/reference/1.6/mapping-geo-shape-type.html, https://medium.com/tinder-engineering/geosharded-recommendations-part-1-sharding-approach-d5d54e0ec77a, https://developer.android.com/training/location/retrieve-current#Challenges, https://techcrunch.com/2014/04/17/facebook-nearby-friends/, https://making.pusher.com/redis-pubsub-under-the-hood/, https://www.toptal.com/big-data/consistent-hashing, https://www.erlang.org/blog/a-brief-beam-primer/, https://www.erlang.org/doc/design_principles/des_princ.html, https://developers.google.com/maps?hl=en_US, https://medium.com/google-design/google-maps-cb0326d165f5, https://en.wikipedia.org/wiki/Mercator_projection, https://en.wikipedia.org/wiki/Peirce_quincuncial_projection, https://en.wikipedia.org/wiki/GallPeters_projection, https://en.wikipedia.org/wiki/Winkel_tripel_projection, https://en.wikipedia.org/wiki/Address_geocoding, https://kousiknath.medium.com/system-design-design-a-geo-spatial-index-for-real-time-location-search-10968fe62b9c, https://en.wikipedia.org/wiki/HTTP_persistent_connection, https://developers.google.com/maps/documentation/directions/start?hl=en_US, https://en.wikipedia.org/wiki/Adjacency_list, https://en.wikipedia.org/wiki/CAP_theorem, https://valhalla.readthedocs.io/en/latest/mjolnir/why_tiles/, https://deepmind.com/blog/article/traffic-prediction-with-advanced-graph-neural-networks, https://blog.google/products/maps/google-maps-101-how-ai-helps-predict-traffic-and-determine-routes/, https://en.wikipedia.org/wiki/Apache_ZooKeeper, https://deliveryimages.acm.org/10.1145/1570000/1563874/jacobs3.jpg, https://kafka.apache.org/documentation/#design_pull, https://kafka.apache.org/20/documentation.html#consumerconfigs, https://towardsdatascience.com/kafka-no-longer-requires-zookeeper-ebfbf3862104, https://www.cloudkarafka.com/blog/what-does-in-sync-in-apache-kafka-really-mean.html, https://cwiki.apache.org/confluence/display/KAFKA/KIP-392%3A+Allow+consumers+to+fetch+from+closest+replica, https://www.confluent.io/blog/hands-free-kafka-replication-a-lesson-in-operational-simplicity/, https://rongxinblog.wordpress.com/2016/07/29/kafka-high-watermark/, https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=27846330, https://partners-intl.aliyun.com/help/doc-detail/29543.htm, https://partners-intl.aliyun.com/help/doc-detail/43349.htm, http://www.cs.columbia.edu/~nahum/w6998/papers/sosp87-timing-wheels.pdf, https://en.wikipedia.org/wiki/Advanced_Message_Queuing_Protocol, https://hadoop.apache.org/docs/r1.2.1/hdfs_design.html, https://blog.twitter.com/engineering/en_us/a/2012/distributed-systems-tracing-with-zipkin.html, https://prometheus.io/docs/introduction/overview/, https://prometheus.io/docs/concepts/data_model/, 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