Microsoft

Mping is a simple command line application that sends and receives multicast packets.

JCLUSTER is a fast simple clustering program that produces hierarchical, binary branching, tree structured clusters.

Fran is a Haskell library (or "embedded language") for interactive animations with 2D and 3D graphics and sound.

Fuel cells are a promising power source for future data centers, offering high energy efficiency, low greenhouse gas emissions, and high reliability. However, due to mechanical limitations related to fuel delivery, fuel cells are slow to adjust to sudden increases in data center power demands, which can result in temporary power shortfalls. To mitigate the impact of power shortfalls, prior work has proposed to either perform power capping by throttling the servers, or by leveraging energy storage devices (ESDs) that can temporarily provide enough power to make up for the shortfall while the fuel cells ramp up power generation. Both approaches have disadvantages: power capping conservatively limits server performance and can lead to service level agreement (SLA) violations, while ESD-only solutions must significantly overprovision energy storage capacity to tolerate the shortfalls caused by worst-case (i.e., largest) power surges, which greatly increases the total cost of ownership (TCO). We propose SizeCap, the first ESD sizing framework for fuel cell powered data centers, which coordinates ESD sizing with power capping to allow data centers to employ a cost-effective solution to power shortfalls. SizeCap sizes the ESD just large enough to cover the majority of power surges, but not the worst-case surges that occur infrequently, to greatly reduce TCO. It then uses the smaller capacity ESD in conjunction with power capping to cover the power shortfalls caused by worst-case power surges. As part of our new flexible framework, we propose multiple power capping policies with different degrees of awareness of fuel cell and workload behavior, and evaluate their impact on workload performance and ESD size. Using traces from production data center systems, we demonstrate that SizeCap significantly reduces the ESD size (by 85% for a workload with infrequent yet large power surges, and by 50% for a workload with frequent power surges) without violating any SLAs.

The IPv6/IPv4 translator converts packets between the IPv6 and IPv4 protocol formats.

The Microsoft Research IPv6 tunnel broker service is a web interface plug-in for Internet Information Server (IIS), provided by Microsoft Research to ISPs, which allows remote users to gain access to an IPv6 tunnel service provided by a suitably capable router. The router need not be co-located with the web server. Details of the tunnels, and the users, are kept in a database for ISP management purposes.

Prototype IPv6 stack for Windows NT and Windows 2000, for research, educational, and testing purposes only.

Prototype IPv6 stack for Windows NT and Windows 2000, for research, educational, and testing purposes only.

The WinMine Toolkit contains a set of tools that allow you to build statistical models from data.

MSBNx is a component-based Windows application for creating, assessing, and evaluating Bayesian Networks.

This data is being released for research purposes only. The DESM Word Embeddings dataset may include terms that some may consider offensive, indecent or otherwise objectionable. Microsoft has not reviewed or modified the content of the dataset. Microsoft is providing this dataset as a convenience and is not responsible or liable for any inappropriate content resulting from your use of the dataset. Use of the dataset is at your own risk and discretion. Please contact the paper authors with questions.

This data set identifies 38M tweets collected for the analysis of social media messages related to the 2012 U.S. Presidential election. The data set provides tweet IDs for tweets containing the words "obama", "romney", or both (case-insensitive matching) during the period from July 1, 2012 through November 7, 2012. The paper, “Online and Social Media Data As an Imperfect Continuous Panel Survey.” PLoS ONE 11(1): e0145406 by Diaz et al. provides further description of the dataset.

Now that SharePoint Designer 2007 is available as a free download, you have even more options for customizing your SharePoint Server sites.

With Office SharePoint Designer 2007, you can build sophisticated no-code solutions such as Data Views, reports, and workflow tracking quickly and easily by using menus, task panes, and templates. This six-part training demo series provides information on how power users can get the most from SharePoint Designer 2007.

Find demos to show you ways to use features on SharePoint sites.

Read about collaborative solutions with Groove 2007 and SharePoint 2007

This article lists the Web Parts that are available with SharePoint Server 2007. Use this reference article to decide which Web Parts you want to use to customize your SharePoint site.

In this article, SharePoint MVP Andrew Connell explains SharePoint Server 2007 field controls and Web Parts and how they differ, and best practices for when to use each type of control.

You don't have to be a professional Web site designer or software developer to customize your SharePoint site. By using the built-in Web Part features described in this article, you can easily customize your site's home page and the other Web Part Pages that are stored in your site.