Japan80GB VRAMAsia

NVIDIA A100 SXM4 80GB in Japan

Compare All NVIDIA A100 SXM4 80GB Offers

The NVIDIA A100 SXM4 80GB, an enterprise-tier GPU with 80GB VRAM, offers limited but targeted availability in Japan through Vast.ai, with only 2 total offers currently listed. Japan stands out as a strategic hub for GPU workloads in Asia, driven by its robust tech ecosystem, including AI research at institutions like RIKEN and companies such as Toyota and Sony leveraging ML for autonomous systems and robotics. This location appeals to ML engineers needing low-latency access for East Asian markets, high-speed fiber networks, and reliable power infrastructure. While provider options are sparse compared to US or EU regions, Vast.ai's peer-to-peer model provides flexible, cost-effective rentals for regional deployments, ideal for inference and training tasks with data locality in mind.

Why Japan?

Regional Overview

Japan is a prime choice for GPU workloads due to its position as Asia's leading tech innovator, with world-class data centers in Tokyo and Osaka boasting ultra-low downtime and 100Gbps+ connectivity. Proximity to booming markets in China, South Korea, and Southeast Asia minimizes data transfer costs, while the nation's investment in 5G and edge computing supports real-time AI applications. Home to advanced R&D in semiconductors and supercomputing (e.g., Fugaku), Japan's ecosystem fosters collaboration for ML engineers deploying large-scale models, offering stable environments amid Asia's rapid AI growth.

Latency Advantages

Users in Japan experience sub-10ms intra-region latency, with 20-50ms to South Korea, Taiwan, and eastern China—ideal for collaborative training or real-time inference. JST time zone aligns perfectly with East Asian business hours, reducing delays for teams in Tokyo, Seoul, and Shanghai, outperforming trans-Pacific connections from US providers.

Compliance & Data Residency

Japan's APPI (Act on the Protection of Personal Information) enforces strict data privacy akin to GDPR, mandating consent and breach notifications. Local data residency is preferred for sensitive workloads, supporting sovereignty without HIPAA applicability. ML engineers benefit from clear guidelines on cross-border transfers, minimizing compliance risks for Asian-focused deployments.

Live Pricing

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Market Insights

GPU availability in Japan remains niche, with just 2 A100 SXM4 80GB offers on Vast.ai, reflecting high demand from research labs, automotive AI, and finance sectors amid limited supply chains. Pricing trends 10-20% above US averages due to energy costs and import duties, but competitive for Asia-Pacific users avoiding 200ms+ latencies. Patterns show spikes during academic quarters, with enterprises favoring on-demand rentals for scalable training; ML teams here prioritize reliability over abundance.

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Providers Offering NVIDIA A100 SXM4 80GB in Japan

NVIDIA A100 SXM4 80GB Specs
VRAM80GB
ArchitectureAmpere
Tierenterprise
Japan
Country Japan
ContinentAsia
Country CodeJP

Regional Considerations

  • APPI compliance for Japanese data protection
  • Low latency for East Asian markets

Frequently Asked Questions

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