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Cloud-Based Project Management And Collaboration Tool For The Enterprise, Smartsheet Raises $26M | TechCrunch

Cloud-Based Project Management And Collaboration Tool For The Enterprise, Smartsheet Raises $26M | TechCrunch | EEDSP | Scoop.it
Smartsheet, a company that develops a cloud-based collaboration tool for the enterprise, has raised $26 million from Insight Venture Partners and Madrona Venture Group. This brings the company's total funding to over $30 million...
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Digital Signal Processing, Data Analytics, Big Data, HPC, Deep Learning, GPGPU, Distributed and Parallel Computing
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Large-scale cluster management at Google with Borg

Google's Borg system is a cluster manager that runs hundreds of thousands of jobs, from many thousands of different applications, across a number of clusters each with up to tens of thousands of machines. It achieves high utilization by combining admission control, efficient task-packing, over-commitment, and machine sharing with process-level performance isolation. It supports high-availability applications with runtime features that minimize fault-recovery time, and scheduling policies that reduce the probability of correlated failures. Borg simplifies life for its users by offering a declarative job specification language, name service integration, real-time job monitoring, and tools to analyze and simulate system behavior.

We present a summary of the Borg system architecture and features, important design decisions, a quantitative analysis of some of its policy decisions, and a qualitative examination of lessons learned from a decade of operational experience with it.

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Announcing Orion 9.0 | Orion News

Announcing Orion 9.0 | Orion News | EEDSP | Scoop.it

With the continuous delivery model of the Orion cloud IDE you may have already tried many of the awesome new features in the latest release.  The official release of Orion 9.0provides an excellent time to review and promote what the project has been up to.

 
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MIT's Bitcoin-Inspired 'Enigma' Lets Computers Mine Encrypted Data | WIRED

MIT's Bitcoin-Inspired 'Enigma' Lets Computers Mine Encrypted Data | WIRED | EEDSP | Scoop.it
MIT says it's found a new, more efficient way to blend data mining with the privacy protections of encryption.
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Centralized vs Decentralized vs Distributed — Medium

Centralized vs Decentralized vs Distributed — Medium | EEDSP | Scoop.it
For the last couple of months, a lot of my discussions have brought me to a single question of whether we want to go for a centralized…
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ethereum

Ethereum is a community-driven project aiming to decentralize the internet and return it to its democratic roots. It is a platform for building and running applications which do not need to rely on trust and cannot be controlled by any central authority.

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Google open-sources its software for making trippy images with deep learning

Google open-sources its software for making trippy images with deep learning | EEDSP | Scoop.it
Google today announced that it has open-sourced its code for generating wild and crazy images using a type of artificial intelligence called deep learning.
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Awesome-deep-vision

Awesome-deep-vision | EEDSP | Scoop.it
Awesome-deep-vision : A curated list of deep learning resources for computer vision
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Newest - Vim Colors

Vim Colors can automatically generate previews of Vim colorschemes from GitHub repos.
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Programming Language Theory by steshaw

Finding a path to enlightenment in Programming Language Theory can be a tough one, particularly for programming pracitioners who didn’t learn it at school. This resource is here to help. Please feel free to ping me or send pull requests if you have ideas for improvement.

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OpenCL™ 2.0 - Image Enhancements - AMD

OpenCL 2.0 introduces several image-processing enhancements. One is a read_write access qualifier that allows your code to read from and write to certain image types in the same kernel.
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Google, Microsoft, Mozilla And Others Team Up To Launch WebAssembly, A New Binary Format For The Web

Google, Microsoft, Mozilla And Others Team Up To Launch WebAssembly, A New Binary Format For The Web | EEDSP | Scoop.it

Google, Microsoft, Mozilla and some of the engineers on the WebKit project today announced that they have teamed up to launch WebAssembly, a new binary format..

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Welcome to Mega-KV Homepage!

Welcome to Mega-KV Homepage! | EEDSP | Scoop.it

In-memory key-value stores play a critical role in data processing to provide high throughput and low latency data accesses. In-memory key-value stores have several unique properties that include (1) data intensive operations demanding high memory bandwidth for fast data accesses, (2) high data parallelism and simple computing operations demanding many slim parallel computing units, and (3) a large working set. As data volume continues to increase, our experiments show that conventional and general-purpose multicore systems are increasingly mismatched to the special properties of key-value stores because they do not provide massive data parallelism and high memory bandwidth; the powerful but the limited number of computing cores do not satisfy the demand of the unique data processing task; and the cache hierarchy may not well benefit to the large working set. In this paper, we make a strong case for GPUs to serve as special-purpose devices to greatly accelerate the operations of in-memory key-value stores. Specifically, we present the design and implementation of Mega-KV, a GPU-based in-memory key-value store system that achieves high performance and high throughput. Effectively utilizing the high memory bandwidth and latency hiding capability of GPUs, Mega-KV provides fast data accesses and significantly boosts overall performance. Running on a commodity PC installed with two CPUs and two GPUs, Mega-KV can process up to 160+ million key-value operations per second, which is 1.4-2.8 times as fast as the state-of-the-art key-value store system on a conventional CPU-based platform.

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NoSQL Databases: An Overview

NoSQL Databases: An Overview | EEDSP | Scoop.it
Over the last few years we have seen the rise of a new type of databases, known as NoSQL databases, that are challenging the dominance of relational databases. Relational databases have dominated the software industry for a long time providing mechanisms to store data persistently, concurrency control, transactions, mostly standard interfaces and mechanisms to integrate application data, reporting. The dominance of relational databases, however, is cracking.
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凸版印刷、江戸以前のくずし字を 精度にOCRする技 を 発

凸版印刷、江戸以前のくずし字を 精度にOCRする技 を 発 | EEDSP | Scoop.it
凸版印刷は7月3日、江戸期以前のくずし字で記されている古典籍の文字を判別し、テキストデータ化するOCR技術を開発したと発表した。
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Dice Data: How Tech Skills Connect - Dice Insights

Dice Data: How Tech Skills Connect - Dice Insights | EEDSP | Scoop.it
A new Dice data visualization offers a graphical way to explore relationships connecting skills.
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New Microsoft Edge Test Drive web demos go open-source | Microsoft Edge Dev Blog

New Microsoft Edge Test Drive web demos go open-source | Microsoft Edge Dev Blog | EEDSP | Scoop.it

A core focus of Microsoft Edge is delivering greater interoperability across browsers, so the web just works for users on any device and on any platform. The new Test Drive supports this goal by providing web developers with feature demos that demonstrate how to build interoperable code based on new web platform features. To make this process as easy as possible, we are excited to open-source all our feature demos on GitHub, so anyone can learn and reuse this code in any website (or contribute fixes!).

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jcjohnson/cnn-vis

jcjohnson/cnn-vis | EEDSP | Scoop.it

cnn-vis - Use CNNs to generate images.

Inspired by Google's recent Inceptionism blog post, cnn-vis is an open-source tool that lets you use convolutional neural networks to generate images.

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16 Free Data Science Books

16 Free Data Science Books | EEDSP | Scoop.it
16 free data science books for the aspirational data scientist, covering
statistics, Python, machine learning, the data science process, and more.
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Understanding your Spark application through visualization

Understanding your Spark application through visualization | EEDSP | Scoop.it

In the past, the Spark UI has been instrumental in helping users debug their applications. In the latest Spark 1.4 release, we are happy to announce that the data visualization wave has found its way to the Spark UI. The new visualization additions in this release includes three main components:

Timeline view of Spark eventsExecution DAGVisualization of Spark Streaming statistics
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Open-sourcing Facebook Infer: Identify bugs before you ship

Open-sourcing Facebook Infer: Identify bugs before you ship | EEDSP | Scoop.it
Facebook Infer is a static program analyzer that Facebook uses to identify bugs before mobile code is shipped.
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