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From Ad-Hoc Data Analytics to DataOps

Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak
<span title="2020-06-26">2020</span> <i title="ACM"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/g32ds2zel5ah3ah5w5phxn5vi4" style="color: black;">Proceedings of the International Conference on Software and System Processes</a> </i> &nbsp;
First, utilizing multi-vocal literature we provide a definition and a scope for the general process referred to as DataOps.  ...  Second, based on a case study with a large mobile telecommunication organization, we analyze how multiple data analytic teams evolve their infrastructure and processes towards DataOps.  ...  Third, we create a stairway of the evolution process. DataOps is a recently coined term, it is important to understand how companies are progressing towards DataOps.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3379177.3388909">doi:10.1145/3379177.3388909</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ispw/MunappyMBOD20.html">dblp:conf/ispw/MunappyMBOD20</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kkpuhwyqcvai7iwvfwgid4kqmm">fatcat:kkpuhwyqcvai7iwvfwgid4kqmm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428005708/https://research.chalmers.se/publication/521464/file/521464_Fulltext.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0c/cd/0ccd9787068a6ca53c7b2f9f8c20265f29e488a0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3379177.3388909"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Leveraging Data and Analytics for Digital Business Transformation through DataOps: An Information Processing Perspective [article]

Jia Xu, Humza Naseer, Sean Maynard, Justin Fillipou
<span title="2022-01-01">2022</span>
This paper proposes a framework that integrates digital business transformation, data analytics, and DataOps through the lens of information processing theory (IPT).  ...  This research extends current knowledge on digital transformation by bringing in DataOps and analytics through IPT and thereby provide organizations with a novel approach for their digital business transformations  ...  As DataOps is a rather novel concept, there is no generally accepted definition (Ereth 2018 ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.48550/arxiv.2201.09617">doi:10.48550/arxiv.2201.09617</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7d7l2ci7v5aovog3fkvo3myyym">fatcat:7d7l2ci7v5aovog3fkvo3myyym</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220127212134/https://arxiv.org/ftp/arxiv/papers/2201/2201.09617.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/51/2f/512f9739bcec6e800aa2a5956e051006bf84f2ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.48550/arxiv.2201.09617"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

From DevOps to DevDataOps: Data Management in DevOps processes [article]

Antonio Capizzi, Salvatore Distefano, Manuel Mazzara
<span title="2019-10-07">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
DataOps.  ...  of a DevOps approach.  ...  it following a DataOps process, towards DevDataOps.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1910.03066v1">arXiv:1910.03066v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lr4y43stcvdkpi3jftmmy2pyqi">fatcat:lr4y43stcvdkpi3jftmmy2pyqi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200908100541/https://arxiv.org/pdf/1910.03066v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e2/f3/e2f3aa4ecc487fa496d1a51e875e747d4b7e6001.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1910.03066v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Requirement enforcement by transformation automata

Douglas R. Smith
<span title="">2007</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/slijdc4bojbgvh5mcjhnx2hyza" style="color: black;">Proceedings of the 6th workshop on Foundations of aspect-oriented languages - FOAL &#39;07</a> </i> &nbsp;
A policy stated in such a logical format can be translated to a transformation automaton that enforces it in a target program.  ...  A transformation automaton is applied to a target program by a sound static analysis procedure. The effect is to perform a global transformation that enforces the specified policy.  ...  Ideally, there is a way to lift out of the black hole of an inconsistency and take an action that allows the system to continue toward its goals.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1233833.1233835">doi:10.1145/1233833.1233835</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/foal/Smith06.html">dblp:conf/foal/Smith06</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7qaavlntzrbf7kv6nviahtdqgq">fatcat:7qaavlntzrbf7kv6nviahtdqgq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809080547/http://www.cs.ucf.edu/~leavens/FOAL/papers-2007/Smith.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2b/f3/2bf37d0328b60609e15ab36a5015c89607b63720.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1233833.1233835"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Composing Programming Languages by Combining Action-Semantics Modules

Kyung-Goo Doh, Peter D. Mosses
<span title="2003-12-11">2003</span> <i title="Aarhus University Library"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/433eg2tipzegfkgt5m5cmv46zq" style="color: black;">BRICS Report Series</a> </i> &nbsp;
This article demonstrates a method for composing a programming language by combining action-semantics modules.  ...  Each module is defined separately, and then a programming-language module is defined by combining existing modules.  ...  yielded action "the" DataSort -> DataOp %% project to subsort "#" Nat -> DataOp %% select component "binding" -> DataOp %% construct binding "+" | "-" | "*" -> DataOp %% integer operations action | yielder  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7146/brics.v10i53.21825">doi:10.7146/brics.v10i53.21825</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cbazr3brwfaitoj4mm2g5elreq">fatcat:cbazr3brwfaitoj4mm2g5elreq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427125312/https://tidsskrift.dk/brics/article/download/21825/19252" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f3/1d/f31d9aa4e82772502fdc3c27a5bb5651986c8330.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7146/brics.v10i53.21825"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Building Autonomous Data for the Enterprise with Data Fulcrum

Niranjana Mangaleswaran
<span title="2020-08-31">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Many years ago, the Data architecture included structured normalized and denormalized data, in a semantic layer, where the data was queried by a BI layer on top of it, providing Descriptive Analytics and  ...  So, it is essential to employ a Hybrid Cloud approach; the solution requires scalability, resilience, and effortless deployment. The best approach is [...]  ...  d) Fig 14: DataOps methodology of Production release Figure 14 displays a happy autonomous team, where everyone owns the responsibility and shares the workload.e) Comparison of Linear Vs DataOps ©  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4021930">doi:10.5281/zenodo.4021930</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/a4xvt4gxb5g65nojrwq4ll3lvm">fatcat:a4xvt4gxb5g65nojrwq4ll3lvm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200918124934/https://zenodo.org/record/4021931/files/Niranjana%20Mangaleswaran.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/08/58/0858eaeedc511ed6b065d32ad3eb4d7990e120b0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4021930"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

An Action Environment

Mark van den Brand, Jørgen Iversen, Peter D. Mosses
<span title="">2004</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uy5mv2ncw5eahkdx47hkrglxmm" style="color: black;">Electronical Notes in Theoretical Computer Science</a> </i> &nbsp;
When writing a semantic description of a language, however, it is usually not possible to reuse parts of previous descriptions without change.  ...  The paper also describes the Action Environment, a new environment supporting use and validation of ASDF descriptions.  ...  (the syntax of the action give is 'give DataOp', where DataOp contains among other terms 'the Sort'). The operator func is a data constructor, and action selects the action component of such data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.entcs.2004.06.005">doi:10.1016/j.entcs.2004.06.005</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kkkjnlwznffalndqxdqqpoeeia">fatcat:kkkjnlwznffalndqxdqqpoeeia</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190319075600/https://core.ac.uk/download/pdf/81145278.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5f/8f/5f8fddcfd697ae34369a72bf67b5d10be6b02b3f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.entcs.2004.06.005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

An Action Environment

Mark Van den Brand, Jørgen Iversen, Peter D. Mosses
<span title="2004-12-11">2004</span> <i title="Aarhus University Library"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/433eg2tipzegfkgt5m5cmv46zq" style="color: black;">BRICS Report Series</a> </i> &nbsp;
When writing a semantic description of a language, however, it is usually not possible to reuse parts of previous descriptions without change.  ...  <br /> <br /> The paper also describes the Action Environment, a new environment supporting use and validation of ASDF descriptions.  ...  Acknowledgements Thanks to Janus Dam Nielsen for doing a great job in improving the Action Environment.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7146/brics.v11i36.21861">doi:10.7146/brics.v11i36.21861</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t43445gmerce7a4eczihcev6jy">fatcat:t43445gmerce7a4eczihcev6jy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720100756/https://tidsskrift.dk/brics/article/download/21861/19288" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cd/ee/cdee4f77becbf369deb5e4437e323781ab97be43.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7146/brics.v11i36.21861"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

6G White Paper on Machine Learning in Wireless Communication Networks [article]

Samad Ali, Walid Saad, Nandana Rajatheva, Kapseok Chang, Daniel Steinbach, Benjamin Sliwa, Christian Wietfeld, Kai Mei, Hamid Shiri, Hans-Jürgen Zepernick, Thi My Chinh Chu, Ijaz Ahmad (+15 others)
<span title="2020-04-28">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
On the other hand, the ever-increasing demand for connectivity will require a lot of innovation in 6G wireless networks, and ML tools will play a major role in solving problems in the wireless domain.  ...  Such innovation is possible as a result of the availability of advanced ML models, large datasets, and high computational power.  ...  Acknowledgement This draft white paper has been written by an international expert group, led by the Finnish 6G Flagship program (6gflagship.com) at the University of Oulu, within a series of twelve 6G  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.13875v1">arXiv:2004.13875v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4jy7jl7uirdsxfwj525l4ae5wm">fatcat:4jy7jl7uirdsxfwj525l4ae5wm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200502045413/https://arxiv.org/pdf/2004.13875v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.13875v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Systematic Literature Review for Implementing Data Ops in the Data Warehouse Lifecycle during the ETL Phase

Ahmed Bahaa, Sherif Ragab Eldemerdash, Hanan Fahmy
<span title="2021-11-01">2021</span> <i title="Science Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wake4w3hqzd4ndiy2zowpciv64" style="color: black;">Journal of Computer Science</a> </i> &nbsp;
Data Ops-Towards a Definition.  ...  investigation and develop a working definition and them.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3844/jcssp.2021.1011.1030">doi:10.3844/jcssp.2021.1011.1030</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zfmfb3uvpnaqpe3c6ghgshaxye">fatcat:zfmfb3uvpnaqpe3c6ghgshaxye</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211124100447/https://thescipub.com/pdf/jcssp.2021.1011.1030.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/eb/b9/ebb9dd30e32eaa288a6660892e38dc03b169ee7d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3844/jcssp.2021.1011.1030"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Early Adopters to Early Majority - What's Driving the Artificial Intelligence and Machine Learning Powered Transformation in Financial Services?

Srikrishna Chintalapati
<span title="2021-03-18">2021</span> <i title="Sciedu Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rpcki5y7hrc45kjepikxwkgux4" style="color: black;">International Journal of Financial Research</a> </i> &nbsp;
Built on the conceptual foundations of Innovation diffusion, and a contemporary perspective of enterprise customer life-cycle journey across the AI-value chain defined by McKinsey Global Institute (2017  ...  theoretical underpinning of technology adoption lifecycle, this paper is an earnest attempt to comment on how AI and ML have been significantly transforming the Financial Services market space from the lens of a  ...  micro-vertical, such as corporate/retail/Investment banking, property and casualty, life, health, pensions, and annuity Insurance, trade processing, and market infrastructure to wealth/asset management to name a  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5430/ijfr.v12n4p43">doi:10.5430/ijfr.v12n4p43</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rcgsjroxqndm3cilodezmlx3r4">fatcat:rcgsjroxqndm3cilodezmlx3r4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210413191446/http://www.sciedu.ca/journal/index.php/ijfr/article/download/20271/12470" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f3/a2/f3a24e1529557fdcd18e5bfbb6f56046fa4a4dbd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5430/ijfr.v12n4p43"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Machine Learning Operations (MLOps): Overview, Definition, and Architecture [article]

Dominik Kreuzberger, Niklas Kühl, Sebastian Hirschl
<span title="2022-05-14">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Furthermore, we furnish a definition of MLOps and highlight open challenges in the field.  ...  To address this gap, we conduct mixed-method research, including a literature review, a tool review, and expert interviews.  ...  From these aspects, we infer a holistic definition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.02302v3">arXiv:2205.02302v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bzermjilzvh35bpmqnv2yfzvh4">fatcat:bzermjilzvh35bpmqnv2yfzvh4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220518161709/https://arxiv.org/ftp/arxiv/papers/2205/2205.02302.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ab/a9/aba92bb029e81cb6c4c1b90a5adec57c738ea9bd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.02302v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Digital for real: A multicase study on the digital transformation of companies in the embedded systems domain

Jan Bosch, Helena H. Olsson
<span title="">2021</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mb36uy342jadrbu3byrnfrv3hi" style="color: black;">Journal of Software: Evolution and Process</a> </i> &nbsp;
In this paper, we capture the difference between what constitutes a traditional and a digital company and we detail the typical evolution path embedded systems companies take when transitioning towards  ...  traditional towards a digital company within business domains characterized by high complexity, hardware dependencies, and safety-critical system functionality.  ...  of code, and rapid placement of release candidates in a production environment. 34, 35 More recently, practices such as DevOps, DataOps, and MLOps have been established as new ways of working within  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/smr.2333">doi:10.1002/smr.2333</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/twsygnbclbgytjjneekpqqca5m">fatcat:twsygnbclbgytjjneekpqqca5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715195640/https://research.chalmers.se/publication/522348/file/522348_Fulltext.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/91/38/9138066589705a141afb6b472619a9eb30618bfd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/smr.2333"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> wiley.com </button> </a>

Success and Failure in Software Engineering: A Followup Systematic Literature Review

Damian A. Tamburri, Fabio Palomba, Rick Kazman
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lnaleojkqjab3ju227q7syxuii" style="color: black;">IEEE transactions on engineering management</a> </i> &nbsp;
In a recent special journal issue on the topic, Mäntylä et al. started discussing these topics from different angles; the authors focused their contributions on offering a general overview of both topics  ...  This article provides managers with risks as well as a more fine-grained analysis of the parameters that can be appraised to anticipate the risks.  ...  For example, see the recap in Fig. 6 ; the figure outlines our future work toward a DevOps analytics suite, which could be considered omniscient, that is, acting toward most if not all of the dimensions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tem.2020.2976642">doi:10.1109/tem.2020.2976642</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dlku76uq4ngnzpatpxkqjsj62i">fatcat:dlku76uq4ngnzpatpxkqjsj62i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717153401/https://ieeexplore.ieee.org/ielx7/17/9352048/09104653.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3f/d1/3fd1d81e366eb2be85149a83640ef1b0718604f0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tem.2020.2976642"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Success and Failure in Software Engineering: a Followup Systematic Literature Review [article]

Damian A. Tamburri, Member-at-Large, IEEE, Fabio Palomba, Member IEEE, Rick Kazman, Senior Member, IEEE
<span title="2020-06-22">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In a recent special journal issue on the topic, Mantyla et al. started discussing these topics from different angles; the authors focused their contributions on offering a general overview of both topics  ...  These new analyses offer: (a) a grounded-theory of success and failure factors, harvesting over 500+ factors from the literature; (b) 14 manually-validated clusters of factors that provide relevant areas  ...  For example, see the recap in Fig. 6 ; the figure outlines our future work towards a DevOps analytics suite which could be considered omniscient, that is, acting towards most if not all of the dimensions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.12086v1">arXiv:2006.12086v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4xmqejjguffzjgmbtfugy36q2a">fatcat:4xmqejjguffzjgmbtfugy36q2a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200624072128/https://arxiv.org/pdf/2006.12086v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.12086v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>
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