https://zookeeper.apache.org/. https://www.yelp.com/. I would highly recommend to read this. [29] Lawful interception. [9] Tipalti. This website does not store any files on its server. https://etcd.io/. [25] Checksum. [19] Kafka protocol guide. Great Value. [25] DB-Engines Ranking of Search Engines. Get help and learn more about the design. [2] TPC-E Top Price/Performance Results. [28] Re-Architecting Cash and Digital Wallet Payments for India with Uber Engineering. 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 . https://en.wikipedia.org/wiki/B%2B_tree. 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. Fundamentally, designing a system is not the most difficult part in engineering software. https://en.wikipedia.org/wiki/R-tree. Product Details. A tag already exists with the provided branch name. System Design Interview - An Insider's Guide, Second Edition Alex Xu 2020-06-12 The system design. We hope this book can help readers get better at system design interviews. [24] Supported Matching Algorithms. The book covers a lot of breadth without going much in-depth into any of the topics. https://www.erlang.org/blog/a-brief-beam-primer/. This can be really helpful. https://debezium.io/. [30] Geo Shape Type. [11] A JSON Meta Application Protocol (JMAP) Subprotocol for WebSocket. https://databricks.com/glossary/lambda-architecture. https://aws.amazon.com/lambda/. Some of the chapters felt like a description of how to use particular technologies to solve a particular problem. LinkedInsScalableGeo-DistributedObjectStore:https://assured-cloud-computing.illinois.edu/files/2014/03/Ambry-LinkedIns-Scalable-GeoDistributed-Object-Store.pdf. https://en.wikipedia.org/wiki/Lawful_interception. Disclaimer: The video links provided below are a detailed design of a system and can be referred to for an in-depth design of a real system. [18] Ad traffic quality. A better enhancement to the first volume, contains better organized chapters with new content that outcome the famous Grokking System Design Interviews, the only drawback I can see is that the diagrams are not colored for a book that costs almost 40 euros,that is cheap. In Designing Data-Intensive Applications. [7] What is avro. https://en.wikipedia.org/wiki/Reed%E2%80%93Solomon_error_correction. https://graphiteapp.org/. Alex Xu. https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/GSI.html. [2] Redis Sorted Set source code. https://druid.apache.org/. [15] How fast is Redis? https://raft.github.io/. https://en.wikipedia.org/wiki/Checksum. https://cwiki.apache.org/confluence/display/KAFKA/KIP-392%3A+Allow+consumers+to+fetch+from+closest+replica. We will delete the relevant link or content immediately. https://www.movable-type.co.uk/scripts/geohash.html. [4] RFC 1939 - Post Office Protocol - Version 3. http://www.faqs.org/rfcs/rfc1939.html. [17] Service Discovery with ZooKeeper. [16] Chain Services with Exactly-Once Guarantees. [7] Google places API. 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. [28] Cache line padding. It will help you feel confident during this. https://en.wikipedia.org/wiki/Fibre_Channel. A little background: Ive been consistently posting on LinkedIn for 7 months now. [5] LanguageManual ORC. 10 months ago. https://www.youtube.com/watch?v=cSFWlF96Sds&t=2155s. https://en.wikipedia.org/wiki/Double-entry_bookkeeping. Description. https://github.com/facebook/rocksdb. Meta, Go to company page System Design Interview by Alex Xu is really a helpful book that is packed with interview questions related to system design. Description of file download format: (Note: this website is completely free) https://safety.google/intl/en_us/gmail/. https://docs.oracle.com/cd/E17275_01/html/programmer_reference/rep_trans.html. Although reading Volume 1 is helpful, it is not required. tl;dr: If you are new to systems design and uninitiated in distributed systems space, this . [25] Real-Time Exactly-Once Ad Event Processing with Apache Flink, Kafka, and Pinot. [30] Payments Integration at Uber: A Case Study Gergely Orosz. https://code.kx.com/q/. https://www.investopedia.com/terms/d/dark-pool.asp. [9] IMAP LIST Extension for Special-Use Mailboxes. [25] What is DDoS attack. [24] Pushgateway. Do a search to find mirrors if no download links or dead links. This book should be accessible to readers who have a basic . [15] ETAs with GNNs. Alex Xu. https://www.elastic.co/guide/en/elasticsearch/reference/1.6/mapping-geo-shape-type.html. https://martinfowler.com/bliki/CQRS.html. 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. [2] Redis Pub/Sub. This book provides practical, well-thought-through, beautifully written solutions.The links/references at the end I have found super helpful too. 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://cloud.spring.io/spring-cloud-zookeeper/1.2.x/multi/multi_spring-cloud-zookeeper-discovery.html. We are committed to sharing all kinds of e-books, learning resources, collection and packaging, reading notes and impressions. 26. [5] ZooKeeper. 6 commits. Really nice extension to the first part. Even experienced engineers and architects learn from what they havent been working on. It covers a different set of system design interview questions and solutions. https://www.backblaze.com/blog/cloud-storage-durability/. https://en.wikipedia.org/wiki/YAML. https://en.wikipedia.org/wiki/Payment_system. [17] Leaderboard & Write Sharding. [15] Message filtering in RocketMQdtree. [31] Geosharded Recommendations Part 1: Sharding Approach. https://www.chargebee.com/blog/optimize-online-billing-stop-online-fraud/. Alteryx, Go to company page https://en.wikipedia.org/wiki/Serializability. (ready to pay)I see Amazon only have paper back copy not the e-book.Any help will be appreciated as I have onsite of a startup coming up in 2 days, so just want to check.TC: 200K, Go to company page It is a continuation of the system design interview book series. [9] Data model. A little background: I've been consistently posting on LinkedIn for 7 months now. https://aws.amazon.com/timestream/. 16 real system design interview questions with detailed solutions. [24] Hilbert mapping. https://www.splunk.com/. This is free download System Design Interview: An Insiders Guide by Alex Xu complete book soft copy. https://aws.amazon.com/lambda/serverless-architectures-learn-more/. [7] Compensating transaction. https://www.influxdata.com/blog/why-were-building-flux-a-new-data-scripting-and-query-language/. https://www.youtube.com/watch?v=yooCE5B0SRA. I really enjoyed reading this book.I wish there are more books like this. Notify me when the System Design Interview (Volume 2) book is available. https://en.wikipedia.org/wiki/Email_attachment. [18] Advanced Message Queuing Protocol. https://martinfowler.com/eaaDev/EventSourcing.html. [8] Big Data. The book recommends a 4-step process that I also agree with: Understand the problem and establish the design scope. https://docs.oracle.com/database/121/OLAXS/olap_functions.htm#OLAXS169. The system design interview is considered to be the most complex and most difficult technical job interview by many. https://raft.github.io/. https://eng.uber.com/india-payments/. https://bit.ly/3aYoCEo. [29] TIMEUUID. [12] Cassandra Limitations. https://en.wikipedia.org/wiki/Peirce_quincuncial_projection. http://bit.ly/3aJEPxE. https://microservices.io/patterns/monolithic.html. https://www.confluent.io/blog/hands-free-kafka-replication-a-lesson-in-operational-simplicity/. What's inside? https://stackoverflow.com/questions/35976444/how-many-leaves-has-a-quadtree. [8] Change data capture. https://medium.com/airbnb-engineering/scaling-airbnbs-payment-platform-43ebfc99b324. Just cutting one star as received a few pages torn. [8] Amazon S3 Service Level Agreement. [23] Designing for Understandability: the Raft Consensus Algorithm. https://raft.github.io/slides/uiuc2016.pdf. [20] Warming up dedicated IP addresses. https://bit.ly/3pva7A6. [11] Monolithic Architecture. [17] End-to-end Exactly-once Aggregation Over Ad Streams. This book is Volume 1 of the System Design Interview - An insider's guide series that provides a reliable strategy and knowledge base for approaching a broad range of system design questions. ByteByteGo Newsletter. :https://blog.twitter.com/engineering/en_us/topics/infrastructure/2019/metricsdb.html. . https://kafka.apache.org/. . [8] OpenTSDB - A Distributed, Scalable Monitoring System. https://en.wikipedia.org/wiki/Memory_map. Those questions are intimidating, but don't worry. [28] MongoDB. Proximity Service [1] Yelp. https://kafka.apache.org/documentation/#design_pull. 15 real system design interview questions with detailed solutions. If there is no version you need, it is recommended to use the file format converter to read after conversion. To develop the skills needed to ace a system design interview, you must familiarize yourself with the topics that system design interview questions might involve and how to approach them. Textbooks can be beneficial because: It will help you feel confident during this important interview. System Design Interview (Volume 2) is now available! [9] A brief introduction to BEAM. Independently Published, Jun 12, 2020 - Computer programming - 276 . Throughout all the chapters, the author uses the same 4-step process to explain how to design the particular system. [5] Build a real-time gaming leaderboard with Amazon ElastiCache for Redis. [4] Apache ZooKeeper. [14] Lambda architecture. [26] Region cover. [6] Consistent hashingones. The system design interview is considered to be the most complex and most difficult technical job interview by many. [22] Erasure Coding. https://developer.lightbend.com/guides/monitoring-at-scale/monitoring-architecture/architecture.html. [16] Using Global Secondary Indexes in DynamoDB. Microsoft. Scanned PDF, text PDF, ePub, Mobi, TXT, docx, Doc, azw3, zip, rar and other file formats can be opened and read normally by using common readers. https://en.wikipedia.org/wiki/Mercator_projection. [28] InfluxDB storage engine. [10] Nonce. In all real-life systems there are certain Day Zero Decisions that can only be done right during design. https://etcd.io/. https://engblog.yext.com/post/geolocation-caching. The title of the book should have been system design concepts or summaries - as sharing this much content in an interview setting may not be practical. https://bit.ly/3kKl4e6. [21] How data is distributed across a cluster (using virtual nodes). There are many important components (CAP, Load balancers, DNS, Availability, Consistent Hashing, TCP/IP etc.) We only index and link to the content provided by other websites. https://aws.amazon.com/s3/sla/. [PDF] System Design Interview: An Insiders Guide Download by Alex Xu. [14] SQLite. System Design Interview course and Mock Interview by Exponent System Design Interview Course on ByteByteGo by Alex Wu Web Application & Software Architecture 101 [Educative.io] It includes many real-world examples to illustrate the systematic approach with detailed steps that you can follow. https://www.appdynamics.com/topics/benefits-of-microservices. https://dmarc.org/. https://en.wikipedia.org/wiki/Log-structured_merge-tree. The system design interview series is a great balance between technical depth and practical use. Click on below buttons to start Download System Design Interview: An Insiders Guide by Alex Xu PDF without registration. Cannot retrieve contributors at this time. 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. https://en.wikipedia.org/wiki/MIME. https://en.wikipedia.org/wiki/HMAC. https://github.com/real-logic/aeron/wiki/Design-Overview. https://en.wikipedia.org/wiki/Winkel_tripel_projection. e.g., Payment Systems do not usually have a problem of scale. This book provides a step-by-step framework on how to tackle a system design question. https://www.confluent.io/blog/kafka-connect-deep-dive-error-handling-dead-letter-queues/. It covers 75 topics and has 158 pages! Download System Design Interview: An Insiders Guide by Alex Xu in PDF format complete free. [23] YogabyteDB. The 4-step process to tackling system design questions. It covers a different set of system design interview questions and solutions. This is the best book I have read about System Design and is useful for every backend engineer whether they are preparing for an interview or not. [19] Global spam volume. [13] Order book. https://en.wikipedia.org/wiki/SHA-1. Buy the book from his site. OReilly Media, 2017. [4] Display Advertising with Real-Time Bidding (RTB) and Behavioural Targeting. [1] What Are The Benefits of Microservices Architecture? [12] Adjacency list. 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) [23] Push vs Pull in Monitoring Systems. [14] Global map in a Geographic Coordinate Reference System. [12] Martin Kleppmann. Designing Data-Intensive Applications. [28] Hmac. [11] CQRS. [2] Splunk. The system design interview is considered to be the most complex and most difficult technical job interview by many. Catalogue / System Design Interview An Insider's Guide by Alex Xu (z-lib.org).pdf Go to file Go to file T; Go to line L; Copy path Copy permalink; This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. [6] GallPeters projection. https://www.toptal.com/big-data/consistent-hashing. [2] IEX attracts investors by playing fair, also is the Flash Boys Exchange. [3] PagerDuty. Available File Formats: PDF AZW3 DOCX EPUB MOBI TXT or Kindle audiobook Audio CD(Several files can be converted to each other) They rarely process more than ~10 tps. https://developer.atlassian.com/server/confluence/pagination-in-the-rest-api/. https://db-engines.com/en/ranking/search+engine. [4] etcd. [1] Yelp. https://www.pagerduty.com/. Book Summary: The title of this book is System Design Interview - An Insider's Guide and it was written by Xu, Alex, Lam, Sahn. Download links and password may be in the. [2] Microservices. Alex Xu; Pages: 320 pages; Edition: 1; Publication Date: 2020-06-10; . [22] S2. https://www.youtube.com/watch?v=hzxytnPcAUM. [1] Payment system. This book should be accessible to readers who have a basic understanding of distributed systems. $35.42. This is, I guess, where the SDI or the interview part comes in to filter out understanding from verbosity. Thanks again. https://www.nyse.com/markets/us-equity-volumes. See all 5 - All listings for this product. https://en.wikipedia.org/wiki/3-D_Secure. Frameworks rule in complex domain of system design as the practitioner has a good starting point with good framework and can then focus on the other unique aspects of the system to be built/managed.Great book. [5] Peirce quincuncial projection. A picture is worth a thousand words and this book has beautifully used illustrations to convey the concepts. https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-regions-availability-zones.html. https://www.youtube.com/watch?v=Q5kVuM7zEUI. https://www.sqlite.org/index.html. http://tpc.org/tpce/results/tpce_price_perf_results5.asp?resulttype=all. [13] Inverted index. [17] Raft. [3] OpenStreetMap. https://developers.google.com/maps/documentation/directions/start?hl=en_US. I still feel this edition was slightly better than the first edition but both have similar challenges - typos, disjoint descriptions, superficial expositions, and so on. How to scale a website to support millions of users? I'm not sure what this book (Volume 2) is about. https://www.rabbitmq.com/maxlength.html. [10] CME Co-Location and Data Center Services. https://www.yugabyte.com/. [14] Routing Tiles. Tiny URL: Video, Blog; PasteBin: Video, Blog; Search service . 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 System Design Interview - An Insider's Guide: Volume 2 Paperback - 11 March 2022 by Alex Xu (Author), Sahn Lam (Author) 899 ratings See all formats and editions Paperback $60.35 3 New from $60.35 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. Share; 4.29 (1,461 ratings by Goodreads) US$31.10. https://en.wikipedia.org/wiki/Payment_Card_Industry_Data_Security_Standard. What happens when you type a URL into your browser? [6] Distributed Systems Tracing with Zipkin. https://en.wikipedia.org/wiki/X/Open_XA. Add referrence materials for Systrem Design Interview - volume 2. last year. https://en.wikipedia.org/wiki/Inverted_index. [1] Fibre channel. You can read this before System Design Interview: An Insiders Guide PDF full Download at the bottom. https://www.datakwery.com/techniques/big-data/. [5] Comparison of disk and memory performance. [4] Building real-time Leaderboard with Redis. https://medium.com/tinder-engineering/geosharded-recommendations-part-1-sharding-approach-d5d54e0ec77a. Amazon, Go to company page [6] Pagination in the REST API. 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 . [7] Kafka 2.0 Documentation. [14] Raft. https://developers.google.com/maps/documentation/places/web-service/search. https://www.sqlite.org/index.html. OReilly Media, 2017. https://www.jwz.org/doc/threading.html. [29] Scaling Airbnbs Payment Platform. [13] Paxos. I now work in FinTech and both the Payment System (heavily influenced by stripe) and Digital Wallet sections are extremely well done, concise and useful abstractions for real enterprise systems.Second-order Applicability -Apart from SDI and I doubt many companies would ask Design a service to find nearby friends to most interviewees this should be a very useful book for three reasons.One Flight Simulator mode. https://play.grafana.org/. https://docs.aws.amazon.com/ses/latest/dg/dedicated-ip-warming.html. [7] Prometheus. Here is a quick description and cover image of book System Design Interview: An Insiders Guide written by Alex Xu which was published in 2020-6-10. https://redis.io/commands/INFO. Available offers Bank Offer10% off on DBS Bank Debit and Credit Card Transactions, up to 750. This book makes them easier to tackle. 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. 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. https://kousiknath.medium.com/system-design-design-a-geo-spatial-index-for-real-time-location-search-10968fe62b9c. That's how I got it. 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[8] SAGAS, HectorGarcia-Molina. system-design-interview-resources.md System Design in Software Development The Lost Art of System Design - John Sundell, Swift & Fika 2018 Grokking the Mobile System Design interview Mobile System Design Interviews (iOS and Android) How to Succeed in a System Design Interview iOS System Design Interview - Alex Bush, Youtube https://deliveryimages.acm.org/10.1145/1570000/1563874/jacobs3.jpg. [4] Mercator projection. Id really appreciate it. https://clickhouse.com/. (ready to pay)I see Amazon only have paper back copy not the e-book.Any help will be appreciated as I have onsite of a startup coming up in 2 days, so just want to chec. Stream Processing. https://en.wikipedia.org/wiki/CAP_theorem. I felt the first version was too simple and this one makes a lot of progress on that front. [17] mmap. [2] Outlook. [16] IOPS. [16] RocksDB. 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. [16] Google Maps 101: How AI helps predict traffic and determine routes. https://bit.ly/3lZTFWz. The system design interview series is a great balance between technical depth and practical use. https://en.wikipedia.org/wiki/Card_scheme. Although reading Volume 1 is helpful, it is not required. https://partners-intl.aliyun.com/help/doc-detail/29543.htm. https://docs.microsoft.com/en-us/power-bi/guidance/star-schema. 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/, https://cloud.google.com/bigtable/docs/schema-design-time-series, https://blog.twitter.com/engineering/en_us/topics/infrastructure/2019/metricsdb.html, https://db-engines.com/en/ranking/time+series+dbms, https://cloud.spring.io/spring-cloud-zookeeper/1.2.x/multi/multi_spring-cloud-zookeeper-discovery.html, https://prometheus.io/blog/2016/07/23/pull-does-not-scale-or-does-it/, https://developer.lightbend.com/guides/monitoring-at-scale/monitoring-architecture/architecture.html, https://giedrius.blog/2019/05/11/push-vs-pull-in-monitoring-systems/, https://github.com/prometheus/pushgateway, https://aws.amazon.com/lambda/serverless-architectures-learn-more/, http://www.vldb.org/pvldb/vol8/p1816-teller.pdf, https://www.influxdata.com/blog/why-were-building-flux-a-new-data-scripting-and-query-language/, https://docs.influxdata.com/influxdb/v2.0/reference/internals/storage-engine/, https://support.google.com/google-ads/answer/2615875?hl=en, 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