Don’t miss our CCNA/CCNP Kickoff with Keith Bogart Tomorrow!
Join Keith May 8th at 10 am PST/ 1 pm EST for his CCNA/CCNP Kickoff.
This is a FREE live session that is open to everyone. In this open forum, you’ll have the opportunity to ask Keith all of your questions regarding the CCNA or CCNP Routing & Switching exam and related technologies.
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The service provider is using a single platform from Nokia's Nuage to enable end-to-end automation between its WAN overlay service and its data center overlay service.
One of the most common misconceptions about machine learning is that success is solely due to its dynamic algorithms. In reality, the learning potential of those algorithms and their models are driven by the data preparation, staging and delivery. When suitably fed, machine learning algorithms work wonders. Their success, however, is ultimately rooted in the data logistics.
Data logistics are integral to how sufficient training data is accessed. They determine how easily new models are deployed. They specify how changes in data content can be isolated to compare models. And, they facilitate how multiple models are effectively used as part …
Successful Machine Learning With A Global Data Fabric was written by Timothy Prickett Morgan at The Next Platform.
Take a Network Break! VMware announces its Virtual Cloud Network vision and outlines the product portfolio to bring that vision to life. Dell Technology World showcases new servers and storage and cements Dell’s one-stop-shop strategy. Cisco spends $270 million to buy relationship intelligence purveyor Accompany.
Cisco also shed its service provider video business, Anuta Networks makes its orchestration platform available as SaaS, and the Lojack laptop recovery software suffers a serious vulnerability.
Meanwhile, a Webex vulnerability enables remote code execution, Arista shares dip despite a strong quarter, and Juniper shares rise slightly despite a poor one.
Get links to all these stories after our sponsor message.
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VMware Advances Networking for the Digital Era with the Virtual Cloud Network – VMware
Dell outlines a one-stop-shopping portfolio for technology-hungry businesses – Diginomica
Cisco Announces Intent to Acquire Accompany – Cisco
One of the most common questions I hear while talking about Ansible's support for cloud providers is whether it will work in hybrid environments. You may not be able to use the ec2 module to create an instance in your datacenter, but Ansible has modules for RHV, OpenStack, and VMWare to talk to virtualization tools in your datacenter. I love working in AWS, Azure, and Google Cloud but most environments I've worked in have had on-prem systems as well.
That's what I've been invited to Red Hat Summit to talk about -- best practices for automating all the infrastructure at your disposal, not just the cloud services. My demos will feature a couple new Ansible Core/Engine 2.5 features, as well as preview new 2.6-only features.
My favorite feature to show off is part of the new ec2_instance module. In the demo we'll have a look at how Tower provisioning callbacks are now built in to the ec2_instance module, making provisioning brand new instances as easy as:
- ec2_instance:
image:
id: "{{ latest_centos.image_id }}"
key_name: my-secret-key
instance_type: t2.large
name: call-me-maybe
security_groups:
- demo-web-sg
# COOL MAGIC HERE
tower_callback:
host_config_key: "{{ your_secret_here }}"
job_template_id: Continue readingDell EMC has long been a vocal proponent of NVM-Express, the up and coming protocol that cuts out the CPU jib-jab with PCI-Express peripherals and that boost throughput and drops latency for flash and other non-volatile memory.
For the past two years, Dell, like other system makers, has put NVM-Express drives in its servers while ramping up the flash in its high-end storage systems and preparing to bring the protocol to those external storage appliances. It has taken time to get the arrays reworked, for the price of NVM-Express drives to come down, and for the volumes to ramp up. …
Fabrics Open The Way For Storage Class Memory was written by Jeffrey Burt at The Next Platform.
Two weeks ago, we learned about yet another routing security incident, namely the hijack of BGP routes to the Amazon DNS infrastructure, used as a stepping stone to steal about $150,000 of Ethereum cryptocurrency from MyEtherWallet.com. We’ve been talking a lot lately about BGP hijacking, digging into the details of what happened in this post. But maybe we need to back up a minute and answer: What in the world is BGP hijacking, anyway, and why does it matter? Here, we’ll explain the basics and how network operators and Internet Exchange Points can join MANRS to help solve the problem.
BGP, or Border Gateway Protocol, is used to direct traffic across the Internet. Networks use BGP to exchange “reachability information” – networks they know how to get to. Any network that is connected to the Internet eventually relies on BGP to reach other networks.
In short, BGP hijacking is when an attacker disguises itself as another network; it announces network prefixes belonging to another network as if those prefixes are theirs. If this false information is accepted by neighboring networks and propagated further using BGP, it distorts the “roadmap” of the Continue reading
Cryptomining the IoT: Cryptocurrency mining has caused a run on high-powered graphics cards, but criminal groups are looking for ways to exploit other computing power for mining operations. One target is Internet of Things networks because of the lack of strong security on many IoT devices, reports ZDNet. IoT cryptojacking malware is becoming popular on underground forums.
Secrecy for Slackers: Have you ever sent a message on Slack that you didn’t want your boss to see? Or maybe you’re concerned that someone could forward your Slack conversations. Apparently, you’re not alone. Security consulting firm Minded Security has created a tool, called Shhlack, that allows for encrypted messages in the popular messaging app, Motherboard says.
Hey, something worked! Law enforcement authorities in several countries worked together to take down WebStresser, a large DDoS-for-hire service, in late April. In the week following the takedown, DDoS attacks observed by one security provider dropped by about 60 percent in Europe, BleepingComputer reports. The drop may have been only temporary, however.
Fake news hits the courts: Malaysia’s controversial new has its first casualties. A Danish citizen has pleaded guilty maliciously publishing a fake news report by posting a YouTube video that appeared to contradict Continue reading
Employers most often list development skills in job postings, but when they search for resumes, they frequently look for infrastructure management capabilities.
The latest funding round pushes the company's total haul to nearly a quarter-billion dollars since its founding in 2013.
After documenting the basic challenges of using EBGP and 4-byte AS numbers with EVPN automatic route targets, I asked my friends working for various vendors how their implementation solves these challenges. This is what Krzysztof Szarkowicz sent me on specifics of Junos implementation:
To learn more about EVPN technology and its use in data center fabrics, watch the EVPN Technical Deep Dive webinar.
Read more ...Equality of opportunity in supervised learning Hardt et al., NIPS’16
With thanks to Rob Harrop for highlighting this paper to me.
There is a a lot of concern about discrimination and bias entering our machine learning models. Today’s paper choice introduces two notions of fairness: equalised odds, and equalised opportunity, and shows how to construct predictors that are fair under these criteria. One very appealing feature of the model is that in the case of uncertainty caused by under-representation in the training data, the cost of less accurate decision making in that demographic is moved from the protected class (who might otherwise for example not be offered loans), to the decision maker. I’m going to approach the paper backwards, and start with the case study, as I find a motivating example really helps with the intuition.
We examine various fairness measures in the context of FICO scores with the protected attribute of race. FICO scores are a proprietary classifier widely used in the United States to predict credit worthiness. Our FICO data is based on a sample of 301,536 TransUnion TransRisk scores from 2003.
We’re interesting in comparing scores, the Continue reading
