{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T12:10:04Z","timestamp":1751371804215,"version":"3.41.0"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319751771"},{"type":"electronic","value":"9783319751788"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-75178-8_10","type":"book-chapter","created":{"date-parts":[[2018,2,7]],"date-time":"2018-02-07T07:12:27Z","timestamp":1517987547000},"page":"118-128","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["PiCo: A Novel Approach to Stream Data\u00a0Analytics"],"prefix":"10.1007","author":[{"given":"Claudia","family":"Misale","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maurizio","family":"Drocco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guy","family":"Tremblay","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Aldinucci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,2,8]]},"reference":[{"key":"10_CR1","doi-asserted-by":"publisher","first-page":"1792","DOI":"10.14778\/2824032.2824076","volume":"8","author":"T Akidau","year":"2015","unstructured":"Akidau, T., Bradshaw, R., Chambers, C., Chernyak, S., Fern\u00e0ndez-Moctezuma, R.J., Lax, R., McVeety, S., Mills, D., Perry, F., Schmidt, E., Whittle, S.: The dataflow model: a practical approach to balancing correctness, latency, and cost in massive-scale, unbounded, out-of-order data processing. Proc. VLDB Endow. 8, 1792\u20131803 (2015)","journal-title":"Proc. VLDB Endow."},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Aldinucci, M., Bagnasco, S., Lusso, S., Pasteris, P., Rabellino, S.: The open computing cluster for advanced data manipulation (OCCAM). In: Journal of Physics: Conference Series 898 (CHEP 2016), San Francisco, USA (2017)","DOI":"10.1088\/1742-6596\/898\/8\/082039"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Aldinucci, M., Danelutto, M., Kilpatrick, P., Torquati, M.: Fastflow: high-level and efficient streaming on multi-core. In: Pllana, S., Xhafa, F. (eds.) Programming Multi-core and Many-core Computing Systems, Parallel and Distributed Computing, Chap. 13. Wiley (2017)","DOI":"10.1002\/9781119332015.ch13"},{"key":"10_CR4","doi-asserted-by":"crossref","unstructured":"Aldinucci, M., Danelutto, M., Meneghin, M., Torquati, M., Kilpatrick, P.: Efficient streaming applications on multi-core with FastFlow: the biosequence alignment test-bed. Advances in Parallel Computing, vol. 19. Elsevier (2010)","DOI":"10.3233\/978-1-60750-530-3-273"},{"issue":"6","key":"10_CR5","doi-asserted-by":"publisher","first-page":"939","DOI":"10.1007\/s00778-014-0357-y","volume":"23","author":"A Alexandrov","year":"2014","unstructured":"Alexandrov, A., Bergmann, R., Ewen, S., Freytag, J.-C., Hueske, F., Heise, A., Kao, O., Leich, M., Leser, U., Markl, V., Naumann, F., Peters, M., Rheinl\u00e4nder, A., Sax, M.J., Schelter, S., H\u00f6ger, M., Tzoumas, K., Warneke, D.: The stratosphere platform for big data analytics. VLDB J. 23(6), 939\u2013964 (2014)","journal-title":"VLDB J."},{"key":"10_CR6","doi-asserted-by":"crossref","unstructured":"Bingmann, T., Axtmann, M., J\u00f6bstl, E., Lamm, S., Nguyen, H.C., Noe, A., Schlag, S., Stumpp, M., Sturm, T., Sanders, P.: Thrill: high-performance algorithmic distributed batch data processing with C++. CoRR, abs\/1608.05634 (2016)","DOI":"10.1109\/BigData.2016.7840603"},{"key":"10_CR7","unstructured":"Carbone, P., F\u00f3ra, G., Ewen, S., Haridi, S., Tzoumas, K.: Lightweight asynchronous snapshots for distributed dataflows. CoRR, abs\/1506.08603 (2015)"},{"key":"10_CR8","unstructured":"Drocco, M., Misale, C., Tremblay, G., Aldinucci, M.: A formal semantics for data analytics pipelines, May 2017. https:\/\/arxiv.org\/abs\/1705.01629"},{"key":"10_CR9","unstructured":"Fastflow website. http:\/\/mc-fastflow.sourceforge.net\/. Accessed 2017"},{"key":"10_CR10","unstructured":"Flink. Apache Flink website. https:\/\/flink.apache.org\/. Accessed 2017"},{"key":"10_CR11","volume-title":"Domain-Specific Languages","author":"M Fowler","year":"2011","unstructured":"Fowler, M.: Domain-Specific Languages. Addison-Wesley, Boston (2011)"},{"key":"10_CR12","unstructured":"Google Cloud Dataflow. https:\/\/cloud.google.com\/dataflow\/. Accessed 2017"},{"key":"10_CR13","unstructured":"Misale, C.: PiCo: a domain-specific language for data analytics pipelines. Ph.D. thesis, Computer Science Department, University of Torino, May 2017"},{"issue":"01","key":"10_CR14","doi-asserted-by":"publisher","first-page":"1740003","DOI":"10.1142\/S0129626417400035","volume":"27","author":"C Misale","year":"2017","unstructured":"Misale, C., Drocco, M., Aldinucci, M., Tremblay, G.: A comparison of big data frameworks on a layered dataflow model. Parallel Process. Lett. 27(01), 1740003 (2017)","journal-title":"Parallel Process. Lett."},{"key":"10_CR15","doi-asserted-by":"crossref","unstructured":"Nasir, M.A.U., Morales, G.D.F., Garc\u00eda-Soriano, D., Kourtellis, N., Serafini, M.: The power of both choices: practical load balancing for distributed stream processing engines. CoRR, abs\/1504.00788 (2015)","DOI":"10.1109\/ICDE.2015.7113279"},{"key":"10_CR16","unstructured":"Storm. Apache Storm website. http:\/\/storm.apache.org\/. Accessed 2017"},{"key":"10_CR17","doi-asserted-by":"crossref","unstructured":"Toshniwal, A., Taneja, S., Shukla, A., Ramasamy, K., Patel, J.M., Kulkarni, S., Jackson, J., Gade, K., Fu, M., Donham, J., Bhagat, N., Mittal, S., Ryaboy, D.: Storm@twitter. In: Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, SIGMOD 2014, pp. 147\u2013156. ACM, New York (2014)","DOI":"10.1145\/2588555.2595641"},{"key":"10_CR18","unstructured":"Zaharia, M., Chowdhury, M., Das, T., Dave, A., Ma, J., McCauley, M., Franklin, M.J., Shenker, S., Stoica, I.: Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing. In: Proceedings of the 9th USENIX Conference on Networked Systems Design and Implementation, NSDI 2012. USENIX, Berkeley (2012)"},{"key":"10_CR19","unstructured":"Zaharia, M., Chowdhury, M., Franklin, M.J., Shenker, S., Stoica, I.: Spark: cluster computing with working sets. In: Proceedings of the 2nd USENIX Conference on Hot Topics in Cloud Computing, HotCloud 2010, p. 10. USENIX Association, Berkeley (2010)"},{"key":"10_CR20","doi-asserted-by":"crossref","unstructured":"Zaharia, M., Das, T., Li, H., Hunter, T., Shenker, S., Stoica, I.: Discretized streams: fault-tolerant streaming computation at scale. In: Proceedings of the 24th ACM Symposium on Operating Systems Principles, SOSP, pp. 423\u2013438. ACM, New York (2013)","DOI":"10.1145\/2517349.2522737"}],"container-title":["Lecture Notes in Computer Science","Euro-Par 2017: Parallel Processing Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-75178-8_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T11:54:11Z","timestamp":1751370851000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-75178-8_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319751771","9783319751788"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-75178-8_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"8 February 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"Euro-Par","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Parallel Processing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Santiago de Compostela","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"europar2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/europar2017.usc.es","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}