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1
Samza: Stateful Scalable Stream Processing at LinkedIn
https://dl.acm.org/doi/pdf/10.14778/3137765.3137770
2
Samza: stateful scalable stream processing at LinkedIn
https://dl.acm.org/doi/10.14778/3137765.3137770
3
[PPT] Samza: Stateful Scalable Stream Processing at LinkedIn
https://cwiki.apache.org/confluence/download/attachments/51812876/VLDB%20Samza%20Paper%202017.pptx?version=1&modificationDate=1505153720000&api=v2
4
Apache Samza: LinkedIn's Stream Processing engine
https://www.linkedin.com/blog/engineering/open-source/apache-samza-linkedins-stream-processing-engine
5
Stateful Scalable Stream Processing at LinkedIn - Semantic Scholar
https://www.semanticscholar.org/paper/Stateful-Scalable-Stream-Processing-at-LinkedIn-Noghabi-Paramasivam/975a9eb18929faf31c653d3d6d923fc07c3806d2
6
Samza: Stateful scalable stream processing at linkedin
https://experts.illinois.edu/en/publications/samza-stateful-scalable-stream-processing-at-linkedin
7
Samza: stateful scalable stream processing at LinkedIn | Request PDF
https://www.researchgate.net/publication/319594179_Samza_stateful_scalable_stream_processing_at_LinkedIn
8
Samza 1.0: Stream Processing at Massive Scale - LinkedIn
https://www.linkedin.com/blog/engineering/open-source/samza-1-0-stream-processing-at-massive-scale
9
Revolutionizing Real-Time Streaming Processing: 4 Trillion Events ...
https://www.linkedin.com/blog/engineering/data-streaming-processing/revolutionizing-real-time-streaming-processing--4-trillion-event
10
State Management - Apache Samza
https://samza.apache.org/learn/documentation/versioned/container/state-management
11
[PDF] STREAM PROCESSING AT LINKEDIN: APACHE KAFKA ...
https://qconsf.com/sf2014/system/files/presentation-slides/QCon%20SF%20Kafka%20Samza%20talk.pdf
12
Samza- Stateful Scalable Stream Processing at LinkedIn
https://notes.gowthamkalla.com/Papers/Samza--Stateful-Scalable-Stream-Processing-at-LinkedIn
13
[PDF] Auto-sizing for Stream Processing Applications at LinkedIn - USENIX
https://www.usenix.org/system/files/hotcloud20_paper_singh.pdf
14
Using virtual private clusters for testing Apache Samza - LinkedIn
https://www.linkedin.com/blog/engineering/open-source/using-virtual-private-clusters-for-testing-apache-samza
16
Building real-time data products at LinkedIn with Apache Samza
https://www.youtube.com/watch?v=yO3SBU6vVKA
17
Samza at LinkedIn: Taking Stream Processing to the Next Level
https://martin.kleppmann.com/2014/05/27/samza-at-berlin-buzzwords.html
18
LinkedIn releases Apache Samza 1.0 streaming framework | ZDNET
https://www.zdnet.com/article/real-time-data-processing-just-got-more-options-linkedin-releases-apache-samza-1-0-streaming/
19
Real time insights into LinkedIn's performance using Apache Samza
https://engineering.linkedin.com/samza/real-time-insights-linkedins-performance-using-apache-samza
20
Yi Pan (Apache Samza @ LinkedIn) - CMU Database Group
https://db.cs.cmu.edu/events/yi-pan-apache-samza-linkedin/
21
Building real-time data products at LinkedIn with Apache Samza
https://martin.kleppmann.com/2014/10/16/real-time-data-products-at-strata.html
22
Scalable Stream Processing with Apache Samza | PPT - SlideShare
https://www.slideshare.net/slideshow/scalable-stream-processing-with-apache-samza/165222902
23
What's New in Samza - LinkedIn
https://www.linkedin.com/blog/engineering/open-source/whats-new-samza
24
[PDF] Auto-sizing for Stream Processing Applications at LinkedIn - USENIX
https://www.usenix.org/system/files/hotcloud20-paper104-slides-singh.pdf
25
Stream Processing Meetup with Apache Kafka, Samza, and Flink ...
https://www.youtube.com/watch?v=v8qP8lr0ft4
26
What are the differences between Apache Kafka and Samza? - Quora
https://www.quora.com/What-are-the-differences-between-Apache-Kafka-and-Samza
27
Apache Samza Graduates from Apache Incubator - LinkedIn
https://www.linkedin.com/blog/engineering/open-source/apache-samza-graduates-apache-incubator
29
Samza: Stateful Scalable Stream Processing at LinkedIn - DPRG
https://www.slidestalk.com/u40/sam_za_stateful_scalable_stream_processing_at_linked_in_dprg_tgtd3q
31
Test Strategy for Samza/Kafka Services - LinkedIn
https://www.linkedin.com/blog/engineering/open-source/test-strategy-for-samza-kafka-services
32
Stream Processing with Apache Kafka and Apache Samza Meetup ...
https://www.youtube.com/watch?v=FfNcfnQpx-g
33
Apache Samza: LinkedIn's Real-time Stream Processing Framework
https://www.linkedin.com/blog/engineering/open-source/apache-samza-linkedins-real-time-stream-processing-framework
34
Stream Processing with Apache Kafka & Apache Samza - YouTube
https://www.youtube.com/watch?v=2qh3vRtCdPs
35
Benchmarking Apache Samza: 1.2 million messages per second on ...
https://www.linkedin.com/blog/engineering/open-source/benchmarking-apache-samza-1-2-million-messages-per-second-on-a-
36
From Samza to Flink: A Decade of Stream Processing
https://materializedview.io/p/from-samza-to-flink-a-decade-of-stream
38
[PDF] Correctness in Stream Processing: Challenges and Opportunities
https://www.cidrdb.org/cidr2022/papers/p103-stanford.pdf
39
[PDF] Toward Workload-Aware State Management in Streaming Systems
https://cs-people.bu.edu/easyabi/eurodw21.pdf
40
Announcing the release of Apache Samza 0.14.0 - LinkedIn
https://www.linkedin.com/pulse/announcing-release-apache-samza-0140-xinyu-liu
41
Benchmarking scalability of stream processing frameworks ...
https://www.sciencedirect.com/science/article/pii/S0164121223002741
43
[PDF] On the impact of log compaction on incrementally checkpointing ...
http://users.ics.forth.gr/~papaioan/publications/papaioan_drss19_ic_compactions.pdf
44
[PDF] SR3: Customizable Recovery for Stateful Stream Processing Systems
https://par.nsf.gov/servlets/purl/10277558
45
Stream Processing with Apache Kafka, Samza, and Flink (April 2022)
https://www.youtube.com/watch?v=j-LbgGJouR8
46
9 Best Open Source Tools for Stream Processing | simplyblock
https://www.simplyblock.io/blog/open-source-tools-for-stream-processing/
47
Streaming vs. Stream Processing vs. Streaming Analytics - StarTree
https://startree.ai/resources/differentiating-streaming-stream-processing-and-streaming-analytics/
48
An Introduction to Kafka and Samza for Stream Data Processing
https://www.aspires.cc/intro-stream-data-processing/
49
[PDF] FP4S: Fragment-based Parallel State Recovery for Stateful Stream ...
https://people.ucsc.edu/~lhu82/Biobibnet/20IPDPS_FP4S.pdf
50
Effective Multi-stream Joining in Apache Samza Framework
https://www.researchgate.net/publication/368163698_Effective_Multi-stream_Joining_in_Apache_Samza_Framework
51
Choosing the Right Stream Processing Framework: Apache Storm ...
https://blog.mirkopeters.com/choosing-the-right-stream-processing-framework-apache-storm-vs-apache-samza-for-kafka-streams-de2b15920b54
53
[PDF] Streaming state management methods for real-time data deduplication
https://sbbd.org.br/2020/wp-content/uploads/sites/13/2020/09/209452_1-Streaming-state-management-methods-for-real-time-data.pdf
54
[PDF] Correctness in Stream Processing: Challenges and Opportunities
https://web.cs.ucdavis.edu/~cdstanford/doc/2022/CIDR22.pdf
55
[PDF] Hazelcast Jet: Low-latency Stream Processing at the 99.99 Percentile
http://vldb.org/pvldb/vol14/p3110-katsifodimos.pdf
56
[PDF] Rhino: Efficient Management of Very Large Distributed State for ...
https://ceur-ws.org/Vol-3341/DB-LWDA_2022_CRC_3895.pdf
57
Apache Samza for Data Science - Locus IT Services Nordic
https://locusit.se/techpost/technology/apache-samza-for-data-science/
58
Insights from Paper: Apache Flink: Stream and Batch Processing in ...
https://hemantkgupta.medium.com/insights-from-paper-apache-flink-stream-and-batch-processing-in-a-single-engine-e8ccd1f841f3
59
7 Popular Stream Processing Frameworks Compared - Upsolver
https://www.upsolver.com/blog/popular-stream-processing-frameworks-compared
60
Review of Big Data and Processing Frameworks for Disaster ... - MDPI
https://www.mdpi.com/2220-9964/8/9/387
61
The Past, Present and Future of Stream Processing - Kai Waehner
https://www.kai-waehner.de/blog/2024/03/20/the-past-present-and-future-of-stream-processing/
62
Unified Batch & Stream Processing with Apache Samza - SlideShare
https://www.slideshare.net/slideshow/unified-batch-stream-processing-with-apache-samza/80146903
63
Apache Kafka and the Rise of Stream Processing - Data Council
https://www.datacouncil.ai/talks/apache-kafka-and-the-rise-of-stream-processing
64
Understanding Your Options for Stream Processing Frameworks
https://www.bigdatawire.com/2019/05/30/understanding-your-options-for-stream-processing-frameworks/
65
What is Apache Kafka? Scalable event streaming - InfoWorld
https://www.infoworld.com/article/2334545/what-is-apache-kafka-scalable-event-streaming.html
66
Streaming state management methods for real-time data deduplication
https://sol.sbc.org.br/index.php/sbbd/article/view/13652
67
Towards Fine-Grained Scalability for Stateful Stream Processing ...
https://arxiv.org/html/2503.11320v1
68
Bounding substreams in distributed stream processing - ScienceDirect
https://www.sciencedirect.com/science/article/abs/pii/S030643792300087X
69
[PDF] The Case for Better Integrating Scalable Data Stores and Stream ...
http://users.ics.forth.gr/~papaioan/publications/papaioannou_cluster_2020.pdf
70
Top 5 Stream Processing Engines: A Comprehensive Comparison
https://upstaff.com/blog/engineering/top-5-stream-processing-engines-a-comprehensive-comparison/
72
Real-Time Data Stream Processing: Scalability Guide - Eyer.ai
https://www.eyer.ai/blog/real-time-data-stream-processing-scalability-guide/
73
Stream Processing - System Design School
https://systemdesignschool.io/fundamentals/stream-processing
74
5 Real-time Streaming Platforms for Big Data | Integrate.io
https://www.integrate.io/blog/5-real-time-streaming-platforms-big-data/
75
Introducing Kafka Streams: Stream Processing Made Simple
https://www.confluent.io/blog/introducing-kafka-streams-stream-processing-made-simple/
77
[PDF] Providing Streaming Joins as a Service at Facebook
http://www.vldb.org/pvldb/vol11/p1809-jacques-silva.pdf
78
[PDF] Benchmarking scalability of stream processing frameworks ... - arXiv
https://arxiv.org/pdf/2303.11088
79
Your Gateway to Real-Time Data… | Bharani Kumar Depuru - LinkedIn
https://www.linkedin.com/posts/bharanikumardepuru_unleash-the-power-of-apache-kafka-your-activity-7284521333768572928-Y5ao
80
Apache Samza * Reliable Stream Processing atop ... - SlideServe
https://www.slideserve.com/drago/apache-samza-reliable-stream-processing-atop-apache-kafka-and-yarn
81
Samza at LinkedIn: Taking Stream Processing to the Next Level
https://speakerdeck.com/ept/samza-at-linkedin-taking-stream-processing-to-the-next-level
82
Stateful Stream Processing Frameworks - Codestar blog - Medium
https://medium.com/codestar-blog/stateful-stream-processing-frameworks-c3237f93f12b
83
Samza: Real-time Stream Processing at LinkedIn - InfoQ
https://www.infoq.com/presentations/samza-linkedin/
84
samza/docs/_blog/2018-09-26-stangeloop-recap.md at master
https://github.com/apache/samza/blob/master/docs/_blog/2018-09-26-stangeloop-recap.md
85
Event sourcing, CQRS, stream processing and Apache Kafka
https://www.confluent.io/blog/event-sourcing-cqrs-stream-processing-apache-kafka-whats-connection/
86
(Bay Area) Apache Samza: a distributed stream ... - 湾区同学技术沙龙
https://tech-meetup.com/bayarea/apache-samza-a-distributed-stream-processing-framework
87
Stream processing and mining just got more interesting – O'Reilly
https://www.oreilly.com/content/stream-processing-and-mining-just-got-more-interesting/
88
[PDF] Performance Evaluation of Big Data Analysis
https://gac.udc.es/~juan/papers/encyclopedia2022.pdf
89
Building real-time data products at LinkedIn with Apache Samza
https://speakerdeck.com/ept/building-real-time-data-products-at-linkedin-with-apache-samza
91
Strategic Guide to Real-Time Analytics with Apache Kafka - Turing
https://www.turing.com/resources/real-time-analytics-with-apache-kafka
93
What is Apache Flink? Architecture, Use Cases, and Benefits
https://nexocode.com/blog/posts/what-is-apache-flink/
94
Jagadish Venkatraman - محقق Google
https://scholar.google.co.in/citations?user=PJwpMjIAAAAJ&hl=fa
95
The Four Innovation Phases of Netflix's Trillions Scale Real-time ...
https://zhenzhongxu.com/the-four-innovation-phases-of-netflixs-trillions-scale-real-time-data-infrastructure-2370938d7f01
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Scalable Stream Processing With Apache S... - ApacheCon EU 2014
https://apacheconeu2014.sched.com/event/1pbkUIS/scalable-stream-processing-with-apache-samza-and-apache-kafka-martin-kleppmann-linkedin