This is the second blog post in “thinking out loud while preparing Network Infrastructure as Code presentation for the network automation course” series. If you stumbled upon it, you might want to start here.
An anonymous commenter to my previous blog post on the topic hit the crux of the infrastructure-as-code challenge when he wrote: “It's hard to do a declarative approach with Ansible and the nice network vendor APIs.” Let’s see what he was trying to tell us.
Read more ...QSYM: a practical concolic execution engine tailored for hybrid fuzzing Yun et al., USENIX Security 2018
There are two main approaches to automated test case generated for uncovering bugs and vulnerabilities: fuzzing and concolic execution. Fuzzing is good at quickly exploring the input space, but can get stuck when trying to get past more complex conditional causes (i.e., when randomly generated inputs are unlikely to satisfy them). Concolic execution, which we saw in action earlier in the week, uses symbolic execution to uncover constraints and pass them to a solver. It can handle complex branch conditions, but it’s much slower. Hybrid fuzzers combine both coverage-guided fuzzing and concolic execution, bringing in the big guns (concolic) when the fuzzer gets stuck. In non-trivial real-world applications though, even the hybrid approach has been too slow. Until now.
For me, the attention grabbing paragraph in this paper is to be found on page 8 (752) in section 5.1. Google’s OSS-Fuzz was previously used to test a number of important real-world applications and libraries including libjpeg, libpng, libtiff, lepton, openjpge, tcpdump, file, libarchive, audiofile, ffmpeg, and binutils.
It is worth noting that Google’s OSS-Fuzz generated 10 trillion test inputs Continue reading
“If you asked me five years ago if I would be talking about open source I would have said you were crazy,” said Amy Wheelus, VP of Network Cloud at AT&T.
Over the last several years we have seen many new hardware architectures emerge for deep learning training but this year, inference will have its turn in the spotlight. …
First Wave of Spiking Neural Network Hardware Hits was written by Nicole Hemsoth at .
When it launches, the operator will be the first service provider globally to commercially launch 5G. However, it is using its own proprietary pre-standard 5G gear.
The third release has a more equitable feature set provided by AT&T, the other founding carrier members, and more recent additions.
For Airship, the most pressing issue is minimizing the impact on network operations during more frequent update cycles.
SDxCentral's latest research brief is aimed at providing enterprises contemplating purchasing SD-WAN solutions with a concrete five-step process and a set of core considerations critical to success.
Thao Nyugen works for Packet as director of hardware platforms. Coming from Facebook, he led the development and deployment of over 1 million Open Compute Project servers in the last eight years.
Traditional routing fails to differentiate between application and user requirements. SD-WAN is changing that with identity awareness.
The four new labs, alongside its existing lab in New York City, will rely on local partnerships to test and refine new 5G use cases.
Business moves fast in today’s digital landscape. Applications, services, and data are becoming more distributed, while threats are becoming more sophisticated. From data centers and the cloud to branches and the edge, IT teams are responsible for more environments than ever before, and the complexity is only increasing.
If your IT organization is under pressure to stay productive, increase agility, and help the business innovate, you know that expectations are high. You’re on the hook to:
Traditional, hardware-based approaches to networking and security can’t help you do all that. They’re inflexible and slow-moving; they require time-consuming manual intervention; they can’t connect and protect all the apps your business needs. That’s why it’s time to reinvent the network…in software.
Our digital, app-centric world can be daunting, but a programmable network was built to meet these changing demands and evolve right along with them. VMware NSX® delivers the foundation for a Continue reading