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Observe raises $115M from Sutter Hill, Snowflake Ventures | VentureBeat

Snowflake, which has seen Observe evolve closely for years, plans to tap the startup’s observability capabilities.

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Sakana AI unveils evolutionary algorithm for generative AI | VentureBeat

With more than 500,000 models available on Hugging Face, model merging offers vast possibilities for researchers, developers and others...

Partial federated learning: Unlocking non-biometric text information sharing for federated learning - Amazon Science

Federated Learning (FL) is a popular algorithm to train ma-chine learning models on user data constrained to edge devices (for example, mobile phones) due to privacy concerns. Typically, FL is trained with the assumption that no part of the user data can be egressed from the edge. However, in many…

Revolutionizing B2B Supply Chain Dynamics: A Comprehensive Exploration of AI-Driven Rebalancing, Optimization Strategies, and Data Integration for Seamless Order Management and Supply-Demand Harmony - insideBIGDATA

In this contributed article, Sumit Mittal, a Senior Product Director at Blue Yonder, explores the transformative impact of AI-powered rebalancing and optimization techniques on B2B order management in dynamic environments. He introduces a solution encompassing a dynamic rebalancing algorithm and an intelligent layer, leveraging AI and ML-powered pattern analysis for optimized decision-making. The proposed approach promises faster responses to disruptions, enhanced fill rates, heightened customer satisfacti

White House delivers cybersecurity legislation | Network World

The White House today sent its cybersecurity legislation to Capitol Hill, asking for changes in the law that will give the Dept. of Homeland Security more authority and duties in overseeing both private-sector and government networks. The White House is also asking for a national data-breach law that would supercede the patchwork of state data-breach laws now in place around the country.

NAC saves University of North Carolina money, keeps illegal file sharing in check | Network World

Network access control (NAC) is saving the University of North Carolina at Chapel Hill $40,000 per year by keeping students from illegally using peer-to-peer file-sharing applications.

Crypto hash algorithm competition set to begin | Network World

Security experts vying to have their technology selected as the next cryptographic-hash algorithm standard for the U.S. government need to submit their entries this week. Then they will have a long wait ahead: The new Secure Hash Algorithm standard isn't expected to be chosen until 2012.

AES proved vulnerable by Microsoft researchers | Network World

Researchers from Microsoft and the Dutch Katholieke Universiteit Leuven have discovered a way to break the widely used Advanced Encryption Standard (AES), the encryption algorithm used to secure most all online transactions and wireless communications.

EFF: Apple’s claim that jailbroken iPhones can crash cell towers a ‘hill of beans’ | Network World

The Electronic Frontier Foundation (EFF) took exception today to Apple's claims that "jailbroken" iPhones could cripple a mobile carrier network, calling the argument nothing but "a hill of beans."

NAC is about more than security at UNC | Network World

When the University of North Carolina at Chapel Hill implemented network access control campus-wide last spring, it was as much a natural progression of the school's network management strategy as it was a security project.

Microsoft resumes publishing Windows Phone apps | Network World

Microsoft has resumed publishing applications on Marketplace, after sorting out a problem related to the certificates used to sign apps in the store, according to a post on Thursday on its Windows Phone developers' blog.

Adobe admits new PDF password protection is weaker | Network World

Adobe made a critical change to the algorithm used to password-protect PDF documents in Acrobat 9, making it much easier to recover a password and raising concern over the safety of documents, according to Russian security firm Elcomsoft.

Twitter Tip: TweetDeck Gets You Organized, Automated | Network World

If you finally caught up with Twitter and found out what all the fuss is about, you now might be wondering: what the heck is TweetDeck? In short, TweetDeck is a helpful, no-cost application that will help you get more from Twitter by sorting through messages more efficiently than the regular version of the service provided on Twitter's website.

IPv6 guru predicts last-minute switch to protocol | Network World

Jim Bound, Chair of the North American IPv6 Task Force, CTO of the IPv6 Forum and a Senior HP Fellow, has been pushing the IPv6 boulder up the network hill for more than a decade. Bound doesn’t think the task of promoting IPv6 is as unending or pointless as Sisyphus’ boulder, but he does joke that IPv6 may not get deployed during his lifetime.

Sorting through rubble after Microsoft’s Linux patent bombshell | Network World

As the open source community digs out from the patent assertion bombshell dropped by Microsoft last week, the situation appears more complex than simple bullying and heavy-handed legal threats from Microsoft against Linux and open source. (Although there was no shortage of that from Microsoft last week).

Ternary sorting aims to stop false positives | Network World

In the quest to block spam and phishing attempts, legitimate messages often end up collateral damage. Tune your spam filters up and you indeed reduce the amount of spam delivered — but you do so at the cost of false positives. Tune filters down and users are overwhelmed with spam, phishes and malware.

Consortium releases authentication algorithm | Network World

Businesses have to facilitate sharing of data over the network, while preventing theft or unauthorized access of that data in an increasingly hostile environment. Organizations must be able to establish the identity of the remote entity with a high degree of certainty. The Initiative for Open Authentication (OATH) is developing technology to enable strong authentication of all users on all devices, across all networks, such as its algorithm for one-time passwords.

Algorithm predicts Celtics will beat Lakers in NBA Finals | Network World

A points analysis metric developed by NBA statisticians and Lenovo engineers predicts that the Boston Celtics will beat the Los Angeles Lakers in the NBA Finals based on the statistical superior play of Boston's five top players when they have shared the court in the playoffs. The Finals started Thursday night, with Boston winning the first game, 98-88.

How optimizing the business network could help you optimize your career | Network World

As recently as a few years ago, it was difficult to find a network organization that was concerned with application delivery but now it is top of mind for the vast majority of businesses. Because of this, we’ve written extensively on the topic and have discussed application delivery from myriad perspectives, including trying to make sense of how the key vendors compare and sorting through the relevant issues on the minds of IT organizations.

NIST announces competition for new cryptographic hash algorithm | Network World

The National Institute of Standards and Technology today announced a public competition to pick a new cryptographic hash algorithm that would become the new federal information processing standard. This evaluation process is expected to run a minimum of three years.

Index Engines automates e-discovery of data from offline tape | Network World

Index Engines last week announced one of the first systems for automating the e-discovery process of data from offline tape. The company's eDiscovery Edition of its Tape Engine appliance automatically performs tape data sorting and object extraction and eliminates the restoration of tapes before e-discovery can begin.

How techies can broaden their soft skills | Network World

Last time, we mentioned that now more than ever, employers are asking for soft skills and business knowledge of their tech hires. Jeremy W. Hill, senior national accounts manager at national staffing company Sapphire, says: "In year's past, it was more common to have requirements for just a 'heads-down techie' with X skill set. Though our clients still do request specific certifications and skills, we are seeing an increase in requests for individuals with multiple proficiencies." What are these soft skill

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