Conf42 Cloud Native 2024

Support our mission ➤ https://www.conf42.com/support Schedule, Lineup & RSVP ➤ https://www.conf42.com/cloud2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Upcoming CFPs ➤ https://www.papercall.io/events?cfps-scope=&keywords=conf42 0:00 intro ai 0:36 Richard Lees & Jorge Alvarez - https://www.conf42.com/Cloud_Native_2024_Richard_Lees_Jorge_Alvarez_monolith_microservice_modernization 1:11 Costa Tsaousis - https://www.conf42.com/Cloud_Native_2024_Costa_Tsaousis_practical_ai_machine 1:55 Samuel Baruffi - https://www.conf42.com/Cloud_Native_2024_Samuel_Baruffi_mastering_generative_aws 2:20 Mohammed Fazalullah - https://www.conf42.com/Cloud_Native_2024_Mohammed_Fazalullah_build_orchestrate_serverless architecture 2:59 Manik Kashikar - https://www.conf42.com/Cloud_Native_2024_Manik_Kashikar_architecting_resilient_microservices 3:28 Santosh Nikhil Kumar - https://www.conf42.com/Cloud_Native_2024_Santosh_Nikhil_Kumar_architectural_largescale_data 4:12 Md. Mostafa Al Mahmud - https://www.conf42.com/Cloud_Native_2024_Md_Mostafa_Al_Mahmud_eventdriven_architectures_orchestrating 5:03 Prithvish Kovelamudi - https://www.conf42.com/Cloud_Native_2024_Prithvish_Kovelamudi_scalable_secure_deployments 5:37 Nikolay Pryanishnikov - https://www.conf42.com/Cloud_Native_2024_Nikolay_Pryanishnikov_hono_multiruntime_framework 6:15 Atif Siddiqui - https://www.conf42.com/Cloud_Native_2024_Atif_Siddiqui_enterprise_flight_azure building 6:56 Abhay Dutt Paroha - https://www.conf42.com/Cloud_Native_2024_Abhay_Dutt_Paroha_cloud_agnostic_application 7:21 Gokul Prabagaren - https://www.conf42.com/Cloud_Native_2024_Gokul_Prabagaren_enriching_datasets_apache 7:40 Gaurav Raje - https://www.conf42.com/Cloud_Native_2024_Gaurav_Raje_scalability_cloud_native 8:27 Asanka Abeysinghe - https://www.conf42.com/Cloud_Native_2024_Asanka_Abeysinghe_embracing_platformless_engineering clusters 8:49 Ahmed Gaber & Nadine Khaled - https://www.conf42.com/Cloud_Native_2024_Ahmed_Gaber_Nadine_Khaled_chidori_ai_ml_cluster 9:42 Christian Denich & Robert Hoffmann - https://www.conf42.com/Cloud_Native_2024_Christian_Denich_Robert_Hoffmann_developer_productivity_platforms 10:03 Gianluca Mardente - https://www.conf42.com/Cloud_Native_2024_Gianluca_Mardente_scaling_secrets_kubernetes culture 10:35 Tanvi Mishra - https://www.conf42.com/Cloud_Native_2024_Tanvi_Mishra_leadership_techdriven_paradigms 11:06 Ruslan Zaripov - https://www.conf42.com/Cloud_Native_2024_Ruslan_Zaripov_integrating_gamification_practices 11:44 James Eastham - https://www.conf42.com/Cloud_Native_2024_James_Eastham_event_driven_system data 12:22 Sena Yakut - https://www.conf42.com/Cloud_Native_2024_Sena_Yakut_securing_sky_cloud 13:00 Akshay Jain - https://www.conf42.com/Cloud_Native_2024_Akshay_Jain_aws_streaming_pipeline 13:30 Ankit Virmani - https://www.conf42.com/Cloud_Native_2024_Ankit_Virmani_streaming_data_pipelines 14:01 Raja Chattopadhyay - https://www.conf42.com/Cloud_Native_2024_Raja_Chattopadhyay_building_modern_enterprise 14:36 Jan Karremans - https://www.conf42.com/Cloud_Native_2024_Jan_Karremans_databases_kubernetes deep dive 15:10 Natalie Lunbeck - https://www.conf42.com/Cloud_Native_2024_Natalie_Lunbeck_ephemeral_environments 15:59 Marcos Henrique - https://www.conf42.com/Cloud_Native_2024_Marcos_Henrique_unseen_tracking_cdk 16:37 Igor Sedachev - https://www.conf42.com/Cloud_Native_2024_Igor_Sedachev_supply_demand_marketplaces environments 17:17 Deepak Karunanidhi - https://www.conf42.com/Cloud_Native_2024_Deepak_Karunanidhi_development_productionize_cloud 18:03 Dmitry Bardysh - https://www.conf42.com/Cloud_Native_2024_Dmitry_Bardysh_ecommerce_future_shopping k8s 18:22 George Hantzaras & Dan Mckean - https://www.conf42.com/Cloud_Native_2024_George_Hantzaras_Dan_Mckean_internal_developer_kubernetes 18:51 Karan Jagtiani - https://www.conf42.com/Cloud_Native_2024_Karan_Jagtiani_complex_deployments_kubernetes lessons learned 19:24 Hareesh Iyer - https://www.conf42.com/Cloud_Native_2024_Hareesh_Iyer_modernize_monoliths_microservices 20:01 Dmytro Hlotenko - https://www.conf42.com/Cloud_Native_2024_Dmytro_Hlotenko_aws_quest_excellence 21:14 Gregorio Palama - https://www.conf42.com/Cloud_Native_2024_Gregorio_Palama_good_bad_native observability 21:40 Siddhartha Khare - https://www.conf42.com/Cloud_Native_2024_Siddhartha_Khare_tracing_triumph_o11y 22:13 Indika Wimalasuriya - https://www.conf42.com/Cloud_Native_2024_Indika_Wimalasuriya_observability_maturity_model 22:45 Siddhant Khisty - https://www.conf42.com/Cloud_Native_2024_Siddhant_Khisty_journeying_tales_telemetry 23:13 Richard Finlay Tweed - https://www.conf42.com/Cloud_Native_2024_Richard_Finlay_Tweed_repair_burning_house resilience 23:48 Israel Heringer 24:21 Ricardo Castro security 24:46 Kennedy Torkura 25:38 Mert Coskuner & Cenk Kalpakoglu serverless 26:19 Yan Cui 26:37 Neel Shah 27:01 Sohan Maheshwar 27:53 Artem Lebedev 28:27 thanks!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Richard_Lees_Jorge_Alvarez_monolith_microservice_modernization Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:03 agenda 2:03 why do customers modernize? 3:09 modernization pathways 5:43 monoliths and microservices 11:16 today's scenario 12:24 our modernization approach 13:45 stage 1 - accelerating your modernization with aws app2container 14:37 multi-steps for containerization 16:38 challenges of containerization aws app2container: 18:21- what is it? 21:03 - how does it work? 22:12 java app target architecture 23:13 demo 1 37:45 stage 2 - refactoring using genai 38:24 amazon q 44:06 demo 2 55:30 recommended next steps 57:28 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Costa_Tsaousis_practical_ai_machine Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:35 about netdata 1:09 how it is different - the traditional way 1:56 the traditional monitoring pipeline 2:45 the result of the traditional pipeline 4:30 the netdata way 6:22 how it works 12:23 distributed monitoring 12:47 fully on-prem 13:18 distributed mixed 13:52 the benefits 16:44 netdata vs prometheus 18:19 ai for observability 19:50 ai for observability is tricky 20:25 how ml works 21:01 sharing of ml models 22:34 so what it can do? 23:29 is anomaly detection accurate? 24:29 then, how can we trust it? 25:20 how it can help us? 29:07 what does netdata do with ml? 30:25 anomaly rate on every chart 30:56 a netdata chart 34:47 netdata's scoring engine 35:27 a netdata dashboard - what is anomalous? 36:21 anomaly advisor 38:25 highlights of ml in netdata 41:14 what is next for ml in netdata? 42:58 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Samuel_Baruffi_mastering_generative_aws Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:42 agenda 3:16 generative ai is powered by foundation models 6:52 use cases 9:51 innovating at the silicon level 11:24 amazon sagemaker 15:36 waht genai customers are asking for 16:29 amazon bedrock 22:42 amazon + anthropic 25:23 introducing claude 3 26:39 claude 3 family on amazon bedrock 28:05 privately customize models with your data 29:57 knowledge bases for amazon bedrock 33:18 agents for amazon bedrock 35:27 guardrails for amazon bedrock 36:47 batch mode (preview) 37:57 model evaluation on amazon bedrock 39:55 vector database support on aws 41:38 codewhisperer 42:25 how it works 44:45 aws generative ai demo 58:50 conclusion

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Mohammed_Fazalullah_build_orchestrate_serverless Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:35 genai is the answer. what was the question? 1:31 accelerate drug discovery 1:41 tailor investment strategies 1:52 enhance medical images 2:03 create product listings 2:30 genai stack 4:49 amazon bedrock 6:44 how do i access foundation models? 7:18 integrating with amazon bedrock 8:14 sequencing is hard 11:02 aws step functions 12:55 directly compose apps from over 220 aws services and 10k api actions 14:05 control service integrations with call patterns 15:15 why direct integration is powerful 17:48 machine learning and genai 18:46 building a genai application 19:11 optimized integration for amazon bedrock 20:14 demo 27:02 requirement 1: generate title and description 27:18 amazon states language (asl) for amazon bedrock 28:22 building a genai application 28:37 how do i access foundation models outside aws? 28:49 accessing a public api 29:46 public https api integration 31:26 asl for https endpoint 32:19 requirement 1: generate multiple titles 32:57 what if something goes wrong... 33:57 how do you handle hard failures? 34:38 redrive 35:22 execution event history for easy observability 36:01 building a genai application 36:43 wait for callback - human / external process 37:26 requirement 2: human feedback loop 37:46 building a genai application 37:52 requirement 3: generate avatar 38:35 prompt chaining 39:14 architecture 40:09 demo 42:56 resources 43:18 thank you

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Manik_Kashikar_architecting_resilient_microservices Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:38 agenda 1:05 what is service mesh? 2:25 capabilities of service mesh 5:14 what is envoy? 6:30 functioning / capabilities of envoy 9:24 use case - problem statement 11:27 use case: government record registry 12:20 proposed solution 15:59 deployment of security proxy components 17:21 justification about the solution 19:14 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Santosh_Nikhil_Kumar_architectural_largescale_data Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:06 storage architecture & retrieval 3:38 b-trees vs quadtrees vs lsm trees vs r-trees vs inverted index 7:24 why b-trees in distributed email service 10:49 why quad-trees in proximity service 16:09 why lsm-trees in write-heavy system 20:06 why inverted indexx in search engines 22:42 partitioning database:- secondary indices 23:36 partitioning secondary index - local 27:32 partitioning secondary index - global 29:50 local vs global 32:22 conflict free replicated datatypes (crdts) 32:57 write conflict in multi-leader replication 38:54 solution: conflicat free replicated datatypes 40:47 inside-out vs outside-in architecture 45:48 inside out vs outside in

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Md_Mostafa_Al_Mahmud_eventdriven_architectures_orchestrating Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:53 md. mostada al mahmud 1:22 today's agenda 2:22 eda - powering agility and scalability 3:45 core values of event-driven architectures 5:20 why to use eda 6:25 key concepts of event-driven architectures 8:44 tight coupling vs. loose coupling 10:36 idempotency 12:15 common patterns of eda 20:46 when to use choreography and orchestration together 23:06 when to use combining patterns 28:21 step functions 34:40 demo 37:56 best practices of eda 42:07 resources 42:13 connect

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Prithvish_Kovelamudi_scalable_secure_deployments Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:07 what is aws codepipeline? 1:47 advantages of aws codepipeline 5:43 key components of codepipeline 7:00 sample pipeline 7:38 demo

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Nikolay_Pryanishnikov_hono_multiruntime_framework Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:34 whoami 1:21 plan js runtimes 1:47 - engines & runtimes 2:25 - engines 2:43 - standalone runtimes 3:09 - service runtimes 3:34 - standalone runtimes api differences 4:38 - 1 service ≠ 1 runtime 5:00 - possible service runtime limitations 6:02 - vercel edge limitations 6:31 - wintercg 6:42 - members 7:14 - web standard apis 8:50 - why api design matters 9:50 hono 10:18 - gaining popularity 10:35 - what it looks like 11:15 - why it's awesome 11:22 - flexible 12:56 - very fast 13:56 - type safety 14:23 - autogenerated client 16:13 - middleware 18:26 - validation 19:58 - openapi 20:58 general takeaways 21:39 hono takeaways 22:25 hono links 22:41 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Atif_Siddiqui_enterprise_flight_azure Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:59 agenda 1:23 cloud adoption framework 4:57 azure landing zone design areas 7:03 types of azure landing zone 7:42 landing zone architecture 8:17 deployment options via accelerator 8:44 azure landing zone: terraform 9:59 thank you

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Abhay_Dutt_Paroha_cloud_agnostic_application Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:39 a word about me 1:10 what is cloud agnostic? 2:24 why cloud? 6:32 cloud agnostic pros and cons 9:31 how to design cloud agnostic architecture? 10:30 new capability - new container 13:09 run a stateful application on kubernetes 16:26 other challenges 18:49 loosely couples architecture 20:17 strategic lock-in 21:31 fundamentals of saas 23:20 multi-tenants impact 24:57 a normal microservice flow 26:00 non-saas microservice 26:57 saas microservice 27:59 provision a tenant 29:46 acquiring tenant context 31:45 common libraries 33:34 data partitioning 35:13 tenant isolation 37:06 takeaways 38:30 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Gokul_Prabagaren_enriching_datasets_apache Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:40 capitalone 3:32 agenda 4:55 loyalty use case in capitalone 6:45 filtering the data approach 9:07 filtering approach example 10:35 issues with filtering approach 12:42 enriching the data approach 14:37 enriching approach example 15:55 advantage of enriching over filtering 16:43 conclusion 17:33 about gokul 17:57 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Gaurav_Raje_scalability_cloud_native Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:14 astructure of this presentation 4:13 gaurav raje 5:29 example for the presentation 6:49 dimensions of architecture 9:59 aws shared responsibility model 12:53 scalability vs efficiency 15:55 types of scalability 17:59 examples of vertical scalability 19:17 vertical scalability 21:04 horizontal scalability 25:19 auto scaling applications 27:11 serverless applications 29:24 comparison of databases 32:27 thank you

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Asanka_Abeysinghe_embracing_platformless_engineering Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:41 atlas holding the world 0:57 in the enterprise, the platform is atlas 1:38 distraction! 2:48 how do you make the platform dissapear from focus? 3:00 dark matter and dark energy 3:28 wso2con2024 3:54 platforms 6:08 what should the internat developer platform deliver? 7:12 id facilitates enterprise software engineering 8:43 enterprise software engineering becomes platformless 13:28 enterprise collaboration is now platformless 14:22 delivering digital experiences 14:43 paths to platformless enterprise software engineering 17:26 summary 18:33 explore our platformless manifesto 19:13 let's connect 19:44 question time!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Ahmed_Gaber_Nadine_Khaled_chidori_ai_ml_cluster Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:48 agenda 1:04 spark on kubernetes 2:30 advantages 4:07 challenges 10:38 chidori 11:19 high level design 14:27 ai/ml cluster management 14:56 demo 19:06 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Christian_Denich_Robert_Hoffmann_developer_productivity_platforms Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:50 you build it, you run it 2:32 extraneous cognitive load 3:40 there are many capabilities in a dev platform 5:16 the downward spiral of platform engineering: running too much and the wrong things 12:10 put devex in the center 15:40 working backwards to prfaq & visuals... 17:19 ...refined by devex 22:04 ...from your developers 28:08 unlock the next productivity frontier with generative ai 28:40 how to measure developer productivity? 30:41 genai tools can improve devex! 31:06 coding companion 32:27 the typical developer spends 4h21min coding per week 34:49 the development companion: reinventing across the development lifecycle 36:38 demo 43:20 code transformation in the ide

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Gianluca_Mardente_scaling_secrets_kubernetes Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:46 what is a secret 1:31 secret management system: benefits 2:25 external secrets operator 5:01 fleet of kubernetes clusters 5:46 sveltos 9:00 project sveltos - templates 9:47 external secrets operator + sveltos 11:59 info

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Tanvi_Mishra_leadership_techdriven_paradigms Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:43 hello! i am tanvi mishra 1:08 key responsibilities 2:42 the product development paradigm 5:26 leadership 2.0 traits for success 5:32 1 - visionary thinking 5:58 2 - adaptability 6:25 3 - communication 6:48 4 - empathy 7:17 managing development teams 8:46 intricacies of managing dev teams 9:37 amazon's two-pizza teams 10:19 navigating product roadmaps 12:32 data-driven product management 13:35 key metrics for measuring product success and user satisfaction 14:18 techniques for managing products thorughout their lifecycle 16:21 useful resources... 16:38 thanks!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Ruslan_Zaripov_integrating_gamification_practices Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:43 heavy industry = heavy risks 1:15 heavy risks lead to fatal injuries 1:32 conventional risk management 3:05 safety crowdsourcing 3:31 riskhunter concept 4:16 safety crowdsourcing in practice 4:26 riskhunter 4:56 material motivation 5:30 personal motivation 6:26 hunting season 8:54 using tasks for safety trainings 9:08 morning safety quest 9:39 location-based safety brief 10:05 riskhunter 13:19 risk hunter reduces number of injuries by 25% 13:29 risk hunter reduces number of fatal injuries by 50%

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_James_Eastham_event_driven_system Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:05 eda 1:38 james eastham 2:16 you learn much more in failure than you do in success 3:43 aim for low coupling and high cohesion 5:36 why be event-driven? 6:52 what does it mean to be event-driven? 10:03 events are first class citizens... ? 12:57 event carried state transfer 18:01 evolvability - a core feature of event-driven architecture 19:32 now what? 19:49 governance 22:22 so, fat vs sparse events? 24:45 embrace the metadata / data pattern 24:57 asynchronous - what happens when you think async? 27:58 embrace eventual consistency 28:13 observability - what happens when things break? 29:17 boundaries - surely you need synchronous sometimes? 32:37 start small 34:53 thank you for listening

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Sena_Yakut_securing_sky_cloud Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:51 cloud security: management nightmare 3:18 we love the cloud, so attackers do 5:14 do not use public resources unless you really really need 7:09 be aware of your resources 9:42 pelase read the documentation 10:59 get alert from everything you need 12:31 monitor everything 13:27 dance line no one is watching. encrypt like everyone is 14:20 be open to change 15:35 do not isolate teams 17:00 think 'what if' 18:10 thanks!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Akshay_Jain_aws_streaming_pipeline Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:02 use case 3:23 requirements 4:43 shard data distribution 14:30 process large records 17:38 schema registry 19:49 validations 23:39 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Ankit_Virmani_streaming_data_pipelines Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 some terms used in streaming data 2:39 some interesting challenges in streaming 4:23 dilemma between correctness and completion 7:49 bringing all the concepts together 9:47 streaming at scale: infrastructure and code considerations

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Raja_Chattopadhyay_building_modern_enterprise Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 2:25 an organization needs a place to store data 4:43 organizing data storage 7:19 transitioning from storage to utilization: empowering data consumption 9:36 data router, access control and catalog 11:42 data writer 12:46 data pipeline 15:12 data transformation platform 16:21 data organization 18:11 data portal 19:41 machine learning 20:45 putting everything together 21:53 cloud challenges - aws 24:12 thanks!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Jan_Karremans_databases_kubernetes Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:03 about jan 3:34 postgres - the most transformative tech since linux. 7:10 lay of the land 8:22 shifting gears 10:46 dev/ops 13:39 monolithic to agile 15:03 buzzword 16:52 enabling speed and innovation 19:37 introduce dora 20:11 from availability to reliability 24:19 power to postgres 24:41 very powerful communities together 25:41 run postgres, the kubernetes way 29:54 get in touch

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Natalie_Lunbeck_ephemeral_environments Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:20 what we're going to talk about 1:50 typical environment workflow: handcrafted spaghetti 3:30 what is an ephemeral environment? 4:54 the sdlc with static, long-lived environments 6:55 the sdlc with ephemeral environments 8:37 https://ephemeralenvironments.io/ 9:35 dev workflow 11:19 collaboration 12:42 testing 14:07 on-demand 15:24 security 16:40 cost control 17:47 thank you

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Marcos_Henrique_unseen_tracking_cdk Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:14 aws cloud development kit 2:12 simple email service 2:57 how ses works? 5:47 ses components 7:33 common problems when using ses 9:39 simple email service 10:21 understanding ses metrics 15:01 demo 25:46 thanks!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Igor_Sedachev_supply_demand_marketplaces Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:32 what is social marketplace? 1:19 what is cold start problem? 1:29 marketplace maturity levels 2:28 meia and e-commerce 2:52 pre-internet times 4:16 social media and e-commerce 5:16 social commerce 6:10 market landscape change 7:15 e-commerce social media 7:36 media focus areas 11:10 marketplace focus areas 11:24 incentives 14:26 flywheels 17:15 density 19:49 find right incentives

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Deepak_Karunanidhi_development_productionize_cloud Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:39 development phase of ml algorithm 6:07 natural language processing tasks 6:50 natural language processing : the concept 8:29 hugging face 11:32 use case 1 - example - text classification 12:03 mlflow 14:01 ml model experiments 14:52 model development without mlflow 15:23 mlflow tracking api: simple & pythonic! 16:15 model training framework 17:59 hugging face fine tuning nlp... 19:18 model evaluation 20:33 pytorch serving - ml models 22:13 productionizing in aws cloud 24:54 thank you

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Dmitry_Bardysh_ecommerce_future_shopping Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:59 quick intro about dmitry 1:20 e-commerce 2:43 why can't we resist online shopping? understanding the e-commerce boom 7:30 e-commerce: main trends 9:30 that old familiar place: why we still love shopping irl? 10:47 how big companies use a mixed approach: retailers omni-channel revolution 11:17 integration physical and online channels for a seamless shopping experience 12:21 future trends in retail 15:24 final thoughts

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_George_Hantzaras_Dan_Mckean_internal_developer_kubernetes Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:46 agenda 1:16 internal development platforms and platform engineering 2:25 platform capabilities 3:24 the rise of kubernetes in platform engineering 5:46 key developments 7:47 kubernetes control plane components 9:03 the controller manager and the control loop extending kubernetes 11:30 custom controllers 13:09 kubernetes operators 14:41 why use operators 16:10 two types of operators 17:45 demo 26:23 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Karan_Jagtiani_complex_deployments_kubernetes Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 2:08 why is zero downtime necessary? 3:35 understanding kubernetes deployments 5:52 rolling deployments 6:50 canary deployment 9:01 blue-green deployment 11:13 what is argo rollouts? 12:13 demo 22:09 best practices for zero-downtime deployments 23:00 common pitfalls and challenges 24:25 let's connect

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Hareesh_Iyer_modernize_monoliths_microservices Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:39 agenda 1:21 what are microservices? 4:04 are microservices better than a monolith? 10:47 what you don't want - "a distributed monolith" 12:51 monoliths are not dinosaurs 14:22 how do we move from a monolith to microservices architecture? 14:37 3-step approach 15:37 step 1: decompose 16:02 domain-driven design (ddd) 17:07 event storming 20:04 identify questions, hotspots, people 20:22 swim lanes 21:18 identifying boundaries 22:40 step 3: strangler fig approach 23:34 strangler fig pattern - releasable incremental refactoring 25:12 the monolith 25:37 current architecture 26:15 decompose 26:52 proxy 27:25 strangler fig 28:43 data consistency 30:30 final state 31:18 step 3: automate 32:33 aws migration hub refactor spaces 33:04 strangler fig with refactor spaces

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Dmytro_Hlotenko_aws_quest_excellence Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:13 dmytro hlotenko 2:16 tonight! 2:49 apa-tech is powering media production of austria 4:04 what is the apa-ots & mediacontact-plus 6:18 aws ses 8:53 how to know your workload 18:31 evolution 27:25 the swiss army knife 35:01 why the easiest way may not be the optimal way... 44:39 has the graviton gravity? 47:21 rightsizing, scaling, and the red hats! 58:51 databases, surprises and finding the approach 1:12:58 conclusion 1:14:22 thank you for your attention!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Gregorio_Palama_good_bad_native Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:32 gregorio palama 1:02 what is cloud native 3:47 scalability 4:23 lower costs 5:11 higher availability 6:48 smaller memory footprint 7:05 less cpu consumption, lower startup time 7:13 the jvm microservices frameworks ecosystem 9:09 demo 11:49 the bad 12:59 graaalvm 15:49 interpreter 16:41 c1 17:22 c2 18:46 polyglot vm 19:11 graal compiler 19:35 native image 23:42 ahead of time 24:01 input 24:33 build 27:19 output: native executable 27:51 demo project - native 35:48 the good 36:06 native building drawbacks 38:26 demo 52:26 the ugly - native 53:05 start using grallvm native image 53:25 use the tracing agent 53:51 test the native executable or perform native tests 55:14 resources 56:04 thank you

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Siddhartha_Khare_tracing_triumph_o11y Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:32 whoami 0:43 agenda 1:13 key facts on opentelemetry 2:07 what & why ci/cd 3:08 what's and why's of ci/cd 011y 4:02 benefits of ci/cd monitoring 5:08 demo

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Indika_Wimalasuriya_observability_maturity_model Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 1:11 agenda 2:40 why observability matters for cloud-native 4:53 why you need observability maturity model for cloud-native? 6:08 pillars shaping aws observability 11:19 the 4 stages of the aws observability maturity model 16:28 aws pillars from reactive to autonomous 20:35 implementation guidelines 23:47 enable real user monitoring (rum) 24:25 enable log monitoring 24:40 enable log anomaly detection 26:02 enable tracers with otel 27:32 enable metrics 28:50 enable codeguru for profiling 29:05 enable devops guru 29:23 measure progress with business outcomes 31:17 best practices 32:15 pitfalls to avoid 33:30 where cloud native observability is heading? 34:58 will aws break into the leader level in gartner's observability magic quadrant?

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Siddhant_Khisty_journeying_tales_telemetry Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:49 about siddhant 1:26 imagine this 3:23 getting familiar with observability 4:58 logs 5:35 metrics 6:00 traces 6:50 what is opentelemetry? 10:09 how does it work? 12:28 how to get started? 13:02 2 ways to install 16:35 thanks for attending

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Richard_Finlay_Tweed_repair_burning_house Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:58 key takeaways 1:15 what is an incident? 1:36 clear communication and ownership 4:42 mitigate - don't fix 6:04 things go wrong all the time 6:56 learn from mistakes 8:24 should i declare and incident? *yes 9:03 conclusion

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Israel_Heringer_reliable_monitoring_alerts Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:41 about me 1:08 outline 1:30 why? 2:09 metrics 3:44 dashboards 5:46 useful visualizations 9:13 intuitive dashboards 11:28 alerts 13:12 alerts for peace of mind 16:15 learning from failures 16:28 problems happen 17:08 learning from failures 20:07 wrapping up 20:35 thank you

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Ricardo_Castro_architecting_resilient_cloud Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:43 agenda 1:58 the challenge of cloud-native resiliency 2:44 deployment patterns for minimizing downtime 3:14 blue/green deployments: seamless transitions 4:16 rolling updates: gradual change, minimized risk 5:34 canary deployments: controlled rollouts 6:39 dark launches: test before release 7:42 runtime resiliency patterns: handling the unexpected 8:09 timeouts and retries: preventing stalls 9:44 rate limiting: fair resource allocation 10:46 bulkheads: containing the damage 12:03 circuit breakers: protecting from cascades 13:19 building unbreakable applications 13:49 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Kennedy_Torkura_threat_informed_defense Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:41 about me 1:23 agenda 2:07 cybersecurity: low signals to noise ratio 4:49 pillar 01: defensive measures 9:41 pillar 02: cyber threat intelligence 12:44 pillar 03: testing & evaluation 15:22 why adversary emulation? 20:19 adversary emulation workflow 22:32 cloud attack emulation 23:32 detection engineering 25:54 detection development lifecycle 28:07 example - validating detections 31:30 emulating the cloud attack 32:38 cloudtrail record 33:09 undetected threats! 36:33 resources 37:02 demo 44:21 thank you for your attention

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Mert_Coskuner_Cenk_Kalpakoglu_securing_ci_cd_runners Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC GitHub ➤ https://github.com/kondukto-io/kntrl Chapters 0:00 intro 0:24 preamble 0:39 who are we 0:47 agenda 1:37 common attack vectors 2:43 malware polluting open-source ecosystems 4:29 ebpf deep dive 5:10 what is ebpf? 6:46 exploring options: monitoring, observability and security 8:31 the playbook 9:35 demo 12:44 new features 13:17 takeaways

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Yan_Cui_patterns_efficient_serverless Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:45 about yan 1:07 efficient serverless development requires... 1:29 testing 16:55 deployment 21:11 environments 29:31 conlcusion

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Neel_Shah_unlock_power_serverless Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:34 neel shah 0:51 introduction to serverless computing 1:19 shift from traditional models 1:43 advantages of serverless computing 2:32 evolution of serverless 3:42 key concepts 4:16 why serverless? 4:29 cloud functions 4:42 supported languages 5:06 use cases 9:59 best practices for cloud functions 11:57 optimizing cloud functions performance 13:37 ensuring security in cloud functions 14:59 cloud captain 15:09 connect with neel 15:18 demo

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Sohan_Maheshwar_future_cloud_webassembly Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:40 cloud computing evolution 4:36 the next wave of cloud compute will be powered by webassembly 5:17 what is webassembly? 6:03 a few things to know about webassembly 6:29 awsm is another bytecode format 7:41 a few things to know about webassembly 8:35 compile and run 9:19 wasi: a new kind of system interface 9:58 compilation and language support 10:39 getting started with wasm 10:48 introducing spin @dream+ demo 16:14 4 things making webassembly great 18:30 how this will change cloud computing 19:08 multitenancy 24:47 spinkube 28:09 fermyon platform for kubernetes 30:03 next steps 30:17 thank you!

Read the abstract ➤ https://www.conf42.com/Cloud_Native_2024_Artem_Lebedev_cloud_computing_serverless Other sessions at this event ➤ https://www.conf42.com/cloud2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:24 preamble 0:44 what is cloud computing? 1:24 amazon web services (aws) 2:11 top aws products and services 3:24 microsoft azure 4:05 top ms azure products and services 5:17 google cloud platform (gcp) 5:51 top gcp products and services 6:58 what is serverless computing? use cases: 8:33 - e-commerce 9:32 - healthcare 10:29 - gaming challenges: 11:29 - security and compliance 13:09 - vendor lock-in 14:05 - cost management 14:57 trends 18:49 thank you for your attention!