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What is Project Shield?

Project Shield, created by Google Cloud in collaboration with Jigsaw and powered by Google Cloud Armor, provides free and unlimited protection against DDoS attacks, which are intentional efforts to disrupt online access by saturating websites with excessive traffic. Utilizing Google's extensive infrastructure and sophisticated DDoS mitigation technologies, it efficiently filters out harmful traffic. In the event of a DDoS assault on your website, the service guarantees that our servers will intercept and block the undesirable traffic, ensuring your site remains functional. Moreover, Project Shield can be configured to fetch content from your website's servers and deliver a cached version to users during subsequent requests, which greatly alleviates the burden on your servers and enhances resistance to future DDoS threats. By implementing caching, the service not only strengthens DDoS defenses but also improves overall website performance while saving bandwidth, a significant advantage for any kind of site. Additionally, users have the capability to invalidate cached content as needed to accommodate specific requirements of their site. The enhanced security features of Project Shield come with controls such as JavaScript cookies and IP denial lists, which provide an even greater level of security for websites, ensuring visitors enjoy a safer browsing experience. This comprehensive array of features makes Project Shield a formidable resource for any online entity striving to maintain both accessibility and security in the face of cyber threats, reinforcing the importance of robust defenses in today's digital landscape. As cyber threats continue to evolve, utilizing such advanced services becomes essential for safeguarding your online presence.

What is LMCache?

LMCache represents a cutting-edge open-source Knowledge Delivery Network (KDN) that acts as a caching layer specifically designed for large language models, significantly boosting inference speeds by enabling the reuse of key-value (KV) caches during repeated or overlapping computations. This innovative system streamlines prompt caching, allowing LLMs to "prefill" recurring text only once, which can then be reused in multiple locations across different serving instances. By adopting this approach, the time taken to produce the first token is greatly reduced, leading to conservation of GPU cycles and enhanced throughput, especially beneficial in scenarios like multi-round question answering and retrieval-augmented generation. Furthermore, LMCache includes capabilities such as KV cache offloading, which permits the transfer of caches from GPU to CPU or disk, facilitates cache sharing among various instances, and supports disaggregated prefill for improved resource efficiency. It integrates smoothly with inference engines like vLLM and TGI, while also accommodating compressed storage formats, merging techniques for cache optimization, and a wide range of backend storage solutions. Overall, the architecture of LMCache is meticulously designed to maximize both performance and efficiency in the realm of language model inference applications, ultimately positioning it as a valuable tool for developers and researchers alike. In a landscape where the demand for rapid and efficient language processing continues to grow, LMCache's capabilities will likely play a crucial role in advancing the field.

Media

Media

Integrations Supported

Google Cloud Armor
Google Cloud Platform
Jigsaw

Integrations Supported

Google Cloud Armor
Google Cloud Platform
Jigsaw

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Project Shield

Company Website

projectshield.withgoogle.com

Company Facts

Organization Name

LMCache

Company Location

United States

Company Website

lmcache.ai/

Categories and Features

DDoS Protection

DNS Amplification Protection
DNS Reflection Protection
High Network Capacity
Illegitimate Traffic Recognition
Infrastructure Protection (Layer 3/Layer 4)
Post Attack Analysis
Traffic Monitoring
Website Protection (Layer 7)

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