# AWS Cloud Development Kit (AWS CDK), AWS Deep Learning AMIs vs Amazon Simple Workflow Service (SWF) Comparison | | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Star Rating** | 4.4 out of 5 | 4.4 out of 5 | 4.0 out of 5 | | **Total Reviews** | 134 | 22 | 20 | | **Largest Market Segment** | Impresa (34.6% delle recensioni) | Impresa (50.0% delle recensioni) | Piccola Impresa (55.6% delle recensioni) | | **Entry Level Price** | Nessun prezzo disponibile | Nessun prezzo disponibile | Nessun prezzo disponibile | --- ## Ratings Comparison | Rating | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Soddisfa i requisiti** | 8.8 (101 reviews) | 8.6 (13 reviews) | 8.8 (17 reviews) | | **Facilità d'uso** | 8.3 (102 reviews) | 9.1 (13 reviews) | 7.6 (17 reviews) | | **Facilità di configurazione** | 8.1 (50 reviews) | 8.8 (12 reviews) | 7.4 (7 reviews) | | **Facilità di amministrazione** | 8.1 (34 reviews) | 9.0 (8 reviews) | 8.1 (7 reviews) | | **Qualità del supporto** | 8.5 (100 reviews) | 8.8 (12 reviews) | 7.4 (15 reviews) | | **Ritiene che the product sia stato un valido partner commerciale?** | 8.5 (34 reviews) | 7.9 (8 reviews) | 8.8 (7 reviews) | | **Direzione del prodotto (% positivo)** | 9.4 (95 reviews) | 7.3 (13 reviews) | 6.6 (17 reviews) | --- ## Pricing ### AWS Cloud Development Kit (AWS CDK) #### Entry-Level Pricing No pricing available #### Free Trial No information available ### AWS Deep Learning AMIs #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Amazon Simple Workflow Service (SWF) #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Rete Neurale Artificiale | Product | Score | Reviews | |---|---|---| | **AWS Cloud Development Kit (AWS CDK)** | N/A | N/A | | **AWS Deep Learning AMIs** | N/A | N/A | | **Amazon Simple Workflow Service (SWF)** | N/A | N/A | #### Funzionalità Principale - Rete Neurale Artificiale | Feature | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Addestramento della Rete Neurale** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Test della Rete Neurale** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Valutazione del Modello** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Conformità** | Dati insufficienti | Dati insufficienti | Dati insufficienti | #### Gestione dei Dati - Rete Neurale Artificiale | Feature | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Integrazione dei dati** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Pre-elaborazione dei dati** | Dati insufficienti | Dati insufficienti | Dati insufficienti | #### Prestazioni - Rete Neurale Artificiale | Feature | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Ottimizzazione del Modello** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Scalabilità** | Dati insufficienti | Dati insufficienti | Dati insufficienti | #### Usabilità - Rete Neurale Artificiale | Feature | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Interfaccia utente** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Documentazione e Supporto** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Personalizzabilità** | Dati insufficienti | Dati insufficienti | Dati insufficienti | #### Funzionalità Avanzate - Rete Neurale Artificiale | Feature | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Capacità di apprendimento profondo** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Apprendimento per trasferimento** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Elaborazione in tempo reale** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Ottimizzazione automatica del modello** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Strumenti di visualizzazione** | Dati insufficienti | Dati insufficienti | Dati insufficienti | #### AI agentico - Rete Neurale Artificiale | Feature | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Esecuzione autonoma dei compiti** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Pianificazione a più fasi** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Integrazione tra sistemi** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Apprendimento Adattivo** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Interazione in Linguaggio Naturale** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Assistenza Proattiva** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Prendere decisioni** | Dati insufficienti | Dati insufficienti | Dati insufficienti | ### AWS Marketplace | Product | Score | Reviews | |---|---|---| | **AWS Cloud Development Kit (AWS CDK)** | N/A | N/A | | **AWS Deep Learning AMIs** | N/A | N/A | | **Amazon Simple Workflow Service (SWF)** | N/A | N/A | #### Agentic AI - AWS Marketplace | Feature | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Esecuzione autonoma dei compiti** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Pianificazione a più fasi** | Dati insufficienti | Dati insufficienti | Dati insufficienti | | **Integrazione tra sistemi** | Dati insufficienti | Dati insufficienti | Dati insufficienti | --- ## Categories **Unique to AWS Cloud Development Kit (AWS CDK) (1):** [Altri software per infrastrutture IT](https://www.g2.com/it/categories/other-it-infrastructure) **Unique to AWS Deep Learning AMIs (2):** [Software del Marketplace di AWS](https://www.g2.com/it/categories/aws-marketplace), [Software di Reti Neurali Artificiali](https://www.g2.com/it/categories/artificial-neural-network) **Unique to Amazon Simple Workflow Service (SWF) (1):** [Altri software per infrastrutture IT](https://www.g2.com/it/categories/other-it-infrastructure) --- ## Reviewer Demographics ### By Company Size | Segment | AWS Cloud Development Kit (AWS CDK) | AWS Deep Learning AMIs | Amazon Simple Workflow Service (SWF) | |---|---|---|---| | **Piccola impresa** | 33.1% | 27.3% | 55.6% | | **Mid-Market** | 32.3% | 22.7% | 16.7% | | **Enterprise** | 34.6% | 50.0% | 27.8% | ### By Industry #### AWS Cloud Development Kit (AWS CDK) - **Software per computer:** 28.3% - **Tecnologia dell'informazione e servizi:** 22.0% - **Servizi Finanziari:** 7.9% - **Sicurezza Informatica e di Rete:** 7.1% - **Internet:** 3.1% - **Gestione dell'Istruzione:** 2.4% - **Bancario:** 2.4% - **Ospedale e Assistenza Sanitaria:** 2.4% - **Telecomunicazioni:** 1.6% - **Servizi al Consumatore:** 1.6% - **Other:** 21.3% #### AWS Deep Learning AMIs - **Software per computer:** 27.3% - **Tecnologia dell'informazione e servizi:** 13.6% - **Sicurezza Informatica e di Rete:** 9.1% - **Telecomunicazioni:** 4.5% - **Ricerca:** 4.5% - **Internet:** 4.5% - **Istruzione Superiore:** 4.5% - **Amministrazione governativa:** 4.5% - **Servizi Finanziari:** 4.5% - **Gestione dell'Istruzione:** 4.5% - **Other:** 18.2% #### Amazon Simple Workflow Service (SWF) - **Software per computer:** 16.7% - **Marketing e Pubblicità:** 11.1% - **Tecnologia dell'informazione e servizi:** 11.1% - **Ricerca:** 5.6% - **Dispositivi medici:** 5.6% - **Produzione Media:** 5.6% - **Risorse Umane:** 5.6% - **Ospedale e Assistenza Sanitaria:** 5.6% - **Istruzione Superiore:** 5.6% - **Ufficio Esecutivo:** 5.6% - **Other:** 22.2% --- ## Alternatives ### Alternatives to AWS Cloud Development Kit (AWS CDK) - [Google Cloud GPUs](https://www.g2.com/it/products/google-cloud-gpus/reviews) — 4.2/5 stars (10 reviews) - [Oracle Bare Metal Cloud Services](https://www.g2.com/it/products/oracle-bare-metal-cloud-services/reviews) — 4.4/5 stars (19 reviews) - [pgAdmin](https://www.g2.com/it/products/pgadmin/reviews) — 4.1/5 stars (73 reviews) - [IBM Cloud Bare Metal Servers](https://www.g2.com/it/products/ibm-cloud-bare-metal-servers/reviews) — 4.0/5 stars (32 reviews) - [Firstbase](https://www.g2.com/it/products/firstbase-firstbase/reviews) — 4.8/5 stars (50 reviews) - [Faronics Deep Freeze](https://www.g2.com/it/products/faronics-deep-freeze/reviews) — 4.3/5 stars (25 reviews) - [MXToolbox](https://www.g2.com/it/products/mxtoolbox/reviews) — 4.1/5 stars (29 reviews) - [BMC AMI Ops](https://www.g2.com/it/products/bmc-ami-ops/reviews) — 4.2/5 stars (28 reviews) - [BMC AMI Data](https://www.g2.com/it/products/bmc-ami-data/reviews) — 4.3/5 stars (24 reviews) - [dbForge SQL Tools](https://www.g2.com/it/products/dbforge-sql-tools/reviews) — 4.3/5 stars (23 reviews) ### Alternatives to AWS Deep Learning AMIs - [Keras](https://www.g2.com/it/products/keras/reviews) — 4.6/5 stars (65 reviews) - [AIToolbox](https://www.g2.com/it/products/aitoolbox/reviews) — 4.4/5 stars (35 reviews) - [NVIDIA Deep Learning GPU Training System (DIGITS)](https://www.g2.com/it/products/nvidia-deep-learning-gpu-training-system-digits/reviews) — 4.5/5 stars (23 reviews) - [Google Cloud Deep Learning Containers](https://www.g2.com/it/products/google-cloud-deep-learning-containers/reviews) — 4.5/5 stars (21 reviews) - [H2O](https://www.g2.com/it/products/h2o/reviews) — 4.5/5 stars (24 reviews) - [Microsoft Cognitive Toolkit (Formerly CNTK)](https://www.g2.com/it/products/microsoft-cognitive-toolkit-formerly-cntk/reviews) — 4.2/5 stars (22 reviews) - [PyTorch](https://www.g2.com/it/products/pytorch/reviews) — 4.5/5 stars (22 reviews) - [Caffe](https://www.g2.com/it/products/caffe/reviews) — 4.0/5 stars (16 reviews) - [TFLearn](https://www.g2.com/it/products/tflearn/reviews) — 4.0/5 stars (20 reviews) - [DeepPy](https://www.g2.com/it/products/deeppy/reviews) — 4.1/5 stars (12 reviews) ### Alternatives to Amazon Simple Workflow Service (SWF) - [pgAdmin](https://www.g2.com/it/products/pgadmin/reviews) — 4.1/5 stars (73 reviews) - [Firstbase](https://www.g2.com/it/products/firstbase-firstbase/reviews) — 4.8/5 stars (50 reviews) - [IBM Cloud Bare Metal Servers](https://www.g2.com/it/products/ibm-cloud-bare-metal-servers/reviews) — 4.0/5 stars (32 reviews) - [Faronics Deep Freeze](https://www.g2.com/it/products/faronics-deep-freeze/reviews) — 4.3/5 stars (25 reviews) - [MXToolbox](https://www.g2.com/it/products/mxtoolbox/reviews) — 4.1/5 stars (29 reviews) - [BMC AMI Ops](https://www.g2.com/it/products/bmc-ami-ops/reviews) — 4.2/5 stars (28 reviews) - [BMC AMI Data](https://www.g2.com/it/products/bmc-ami-data/reviews) — 4.3/5 stars (24 reviews) - [dbForge SQL Tools](https://www.g2.com/it/products/dbforge-sql-tools/reviews) — 4.3/5 stars (23 reviews) - [Frame AI](https://www.g2.com/it/products/frame-ai/reviews) — 4.5/5 stars (22 reviews) - [Oracle Bare Metal Cloud Services](https://www.g2.com/it/products/oracle-bare-metal-cloud-services/reviews) — 4.4/5 stars (19 reviews) --- ## Top Discussions ### AWS Cloud Development Kit (AWS CDK) - Title: [Quali sono i vantaggi e gli svantaggi dell'utilizzo di AWS CDK per lo sviluppo dell'infrastruttura cloud?](https://www.g2.com/it/discussions/what-are-the-benefits-and-drawbacks-of-using-aws-cdk-for-cloud-infrastructure-development) — 1 comment > **Top comment:** "Benefici: Usa linguaggi di programmazione reali (Python/JS), costrutti riutilizzabili, meno codice boilerplate, CI/CD integrato, supporto multi-stack e..." - Title: [A cosa serve AWS Cloud Development Kit (AWS CDK)?](https://www.g2.com/it/discussions/what-is-aws-cloud-development-kit-aws-cdk-used-for) — 1 comment > **Top comment:** "Un open source che consente agli sviluppatori di migliorare e fornire un'infrastruttura cloud in modo automatizzato invece di farlo manualmente, e ciò che mi..." - Title: [How do I upgrade AWS CDK?](https://www.g2.com/it/discussions/how-do-i-upgrade-aws-cdk) — 1 comment > **Top comment:** "Follow https://dev.to/aws-builders/how-to-migrate-cdk-v1-to-cdk-v2-in-10-minuets-6i6" - Title: [Come funziona AWS CDK?](https://www.g2.com/it/discussions/how-does-aws-cdk-work) — 1 comment > **Top comment:** "Cdk non è altro che una piattaforma di servizi che ci permette di utilizzare risorse, scrivere codice usando javascript, python o java e compila il codice..." - Title: [Forniranno supporto anche ad altre lingue?](https://www.g2.com/it/discussions/30613-will-they-provide-support-to-other-language-as-well) — 1 comment > **Top comment:** "ec2 instance creation and VPCcreation , RDS , cloud formation" ### AWS Deep Learning AMIs No discussions available for this product. ### Amazon Simple Workflow Service (SWF) No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/it/compare/aws-cloud-development-kit-aws-cdk-vs-aws-deep-learning-amis-vs-amazon-simple-workflow-service-swf)