Than Ever? Yes, It Is • AI User + Usage + CapEx Growth = Unprecedented • AI Model Compute Costs High / Rising + Inference Costs Per Token Falling = Performance Converging + Developer Usage Rising • 60% 10% 21% 15% 0% Details on Page 293 USA – LLM #1 China USA – LLM #2 AI Model Compute Costs High / Rising + Inference Costs Per Token Falling = Performance Converging + Developer Usage Rising Than Ever? Yes, It Is • AI User + Usage + CapEx Growth = Unprecedented • AI Model Compute Costs High / Rising + Inference Costs Per Token Falling = Performance Converging + Developer Usage Rising •

Boehm, Graz University of Technology, WS 2020/21 Paper Projects, cont.  Transactions / High Availability  #9.1 Jingyu Zhou et al: FoundationDB: A Distributed Unbundled Transactional Key Value Store Rajagopalan, Brendan Cully, Ashraf Aboulnaga, Kenneth Salem, Andrew Warfield: RemusDB: Transparent High Availability for Database Systems. PVLDB 4(11) 2011  #9.5 Michael J. Cahill, Uwe Röhm, Alan D. Fekete: Yannis Klonatos, Christoph Koch, Tiark Rompf, Hassan Chafi: Building Efficient Query Engines in a High-Level Language. PVLDB 7(10) 2014  #15.6 Thomas Neumann: Efficiently Compiling Efficient Query Plans

glance. Some style guide restrictions are in place to prevent falling into these pitfalls. There is a high bar for style guide waivers on such restrictions, because waiving such rules often directly risks increasing com- pile time (probably slightly) and possibly increasing address space pres- sure. • The availability of exceptions may encourage developers to throw them when they are not appropriate or recover type domain. Template metaprogramming allows extremely flexible interfaces that are type safe and high performance. Facilities like Google Test, std::tuple, std::function, and Boost.Spirit would be impossible

image manipulation procedures to be easily scripted. One of The GIMP's strengths is its free availability from many sources for many operating systems. Most GNU/Linux distributions include The GIMP as image size is limited only by available disk space • Sub-pixel sampling for all paint tools for high-quality anti-aliasing • Full Alpha channel support for working with transparency • Layers and and BeOS. The GIMP can easily be ported to other operating systems because of its source code availability. Language All being well, GIMP detects the system language. This may fail on some machines

powerful ERP system. The manual starts with the basics of what OFBiz is and how it works, and describes high level concepts like the entity engine, service engine, widget system and so on. In addition the manual functionality. This section of the manual will describe each core business application starting with a high level overview of design and purpose down to the details of how to achieve common tasks. 15 5. Facility would seldom be used for retail customers. This would be for wholesale customers or established high-volume Business to Business clients. 8.2.5. Order Entry In this screen you can create a Sales order

which is to say a grid of colored rectangular dots. The advantage of raster graphics is that at high resolutions (lots of pixels in a small area) you can have very fine control over color and shape; tin_Owens_CC_BY_SA.JPG Professional Software Inkscape is powerful but doesn’t require a recent, high-end computer to be usable. It has many drawing tools, filters, effects and patterns. Many professionals Importing other File Formats Inkscape can import and open a large variety of file formats. The availability of some import file formats depends on other programs installed on your computer. Third-party

which is to say a grid of colored rectangular dots. The advantage of raster graphics is that at high resolutions (lots of pixels in a small area) you can have very fine control over color and shape; tin_Owens_CC_BY_SA.JPG Professional Software Inkscape is powerful but doesn’t require a recent, high-end computer to be usable. It has many drawing tools, filters, effects and patterns. Many professionals Importing other File Formats Inkscape can import and open a large variety of file formats. The availability of some import file formats depends on other programs installed on your computer. Third-party

which is to say a grid of colored rectangular dots. The advantage of raster graphics is that at high resolutions (lots of pixels in a small area) you can have very fine control over color and shape; tin_Owens_CC_BY_SA.JPG Professional Software Inkscape is powerful but doesn’t require a recent, high-end computer to be usable. It has many drawing tools, filters, effects and patterns. Many professionals Importing other File Formats Inkscape can import and open a large variety of file formats. The availability of some import file formats depends on other programs installed on your computer. Third-party

which is to say a grid of colored rectangular dots. The advantage of raster graphics is that at high resolutions (lots of pixels in a small area) you can have very fine control over color and shape; Objects 13 CHAPTER TWO PROFESSIONAL SOFTWARE Inkscape is powerful but doesn’t require a recent, high-end computer to be usable. It has many drawing tools, filters, effects and patterns. Many professionals IMPORTING OTHER FILE FORMATS Inkscape can import and open a large variety of file formats. The availability of some import file formats depends on other programs installed on your computer. Third-party

which is to say a grid of colored rectangular dots. The advantage of raster graphics is that at high resolutions (lots of pixels in a small area) you can have very fine control over color and shape; Objects 13 CHAPTER TWO PROFESSIONAL SOFTWARE Inkscape is powerful but doesn’t require a recent, high-end computer to be usable. It has many drawing tools, filters, effects and patterns. Many professionals IMPORTING OTHER FILE FORMATS Inkscape can import and open a large variety of file formats. The availability of some import file formats depends on other programs installed on your computer. Third-party