Cloud Deployment¶

Solutions and incubating component projects in CCZoo are constantly extended to be validated in public clouds to verify the versatility, stability, robustness. We will provide detailed configurations of each public cloud for reference, and notes of the diversity in each cloud for easy deployment.

We now have validated solutions in Alibaba Cloud, Tencent Cloud, ByteDance Cloud, and Microsoft Azure. Additional solutions will be validated in more public cloud environments.

Alibaba Cloud¶

Aliyun ECS (Elastic Compute Service) is an IaaS (Infrastructure as a Service) level cloud computing service provided by Alibaba Cloud. It builds security-enhanced instance families g7t, c7t, r7t based on Intel® SGX technology to provide a trusted and confidential environment with a higher security level.

The configuration of the ECS instance as below:

Public Cloud		Alibaba Cloud
Instance	Type	g7t
	Kernel	4.19.91-24
	OS	Alibaba Cloud Linux 2.1903
	Memory	64G (32G EPC memory)
	vCPU	16
	PCCS Server	sgx-dcap-server-vpc.cn-hangzhou.aliyuncs.com
Validated Solutions		TensorFlow Serving Cluster PPML (*Alibaba Best Practice*) Horizontal Federated Learning Vertical Federated Learning RA-TLS Enhanced gRPC Secure logistic regression training base on TEE & HE

Tencent Cloud¶

Tencent Cloud Virtual Machine (CVM) provide one instance named M6ce, which supports Intel® SGX encrypted computing technology.

The configuration of the M6ce instance as below:

Public Cloud		Tencent Cloud
Instance	Type	M6ce.4XLARGE128
	Kernel	5.4.119-19-0009.1
	OS	TencentOS Server 3.1
	Memory	64G(32G EPC Memory)
	vCPU	16
	PCCS Server	sgx-dcap-server-tc.sh.tencent.cn
Validated Solutions		TensorFlow Serving Cluster PPML Horizontal Federated Learning Vertical Federated Learning RA-TLS Enhanced gRPC Secure logistic regression training base on TEE & HE

ByteDance Cloud¶

ByteDance Cloud (Volcengine SGX Instances) provides the instance named ebmg2t, which supports Intel® SGX encrypted computing technology. Now ByteDance Cloud only provides SGX instance based on bare metal for customers in whitelist.

The configuration of the M6ce instance as below:

Public Cloud		ByteDance Cloud
Instance	Type	ebmg2t.32xlarge (Bare Metal)
	Kernel	kernel-5.15
	OS	Ubuntu20.04
	Memory	512G(256G EPC Memory)
	vCPU	16
	PCCS Server	sgx-dcap-server.bytedance.com
Validated Solutions		TensorFlow Serving Cluster PPML Horizontal Federated Learning Vertical Federated Learning RA-TLS Enhanced gRPC

Microsoft Azure¶

Microsoft Azure DCsv3-series instances support Intel® SGX encrypted computing technology.

The following is the configuration of the DCsv3-series instance used:

Public Cloud		Microsoft Azure
Instance	Type	Standard_DC16s_v3
	Kernel	5.15.0-1020-azure
	OS	Ubuntu Server 20.04 LTS - Gen2
	Memory	128G (64G EPC Memory)
	vCPU	16
Validated Solutions		TensorFlow Serving Cluster PPML Horizontal Federated Learning Secure Logistic Regression Inference with HE and Intel SGX RA-TLS Enhanced gRPC Vertical Federated Learning Private Set Intersection (PSI)